Part, the first

Setting up MFA

To create the same data, fork and run this notebook

!mkdir /tmp/m
!mkdir /tmp/c
!mkdir /tmp/u

!cp ../input/scrape-fuaimeanna-private/wav/*s1.wav /tmp/u
!cp ../input/scrape-fuaimeanna-private/wav/*s2.wav /tmp/m
!cp ../input/scrape-fuaimeanna-private/wav/*s3.wav /tmp/c
%%writefile /tmp/fuaimeanna-write.pl
#!/usr/bin/perl
use warnings;
use strict;
use utf8;

binmode(STDIN, ":utf8");
binmode(STDOUT, ":utf8");
binmode(STDERR, ":utf8");

my %cr_files = (
	'mo shmidiú' => 'mo chuid smidiú',
	'mo shmior' => 'mo chuid smior',
	'mo shmólach' => 'mo smólach',
	'shmachtaigh' => 'smachtaigh',
	'shmaoinigh' => 'smaoinigh',
	'shmear' => 'smear',
	'deamhain' => 'diabhail',
	'folach' => 'i bhfolach',
	'captaen' => 'caiptín',
	'oirthe' => 'feilte',
);
my %empty = (
	'/sounds/gob_i3_s3.mp3' => 1,
	'/sounds/iioctha_i3_s3.mp3' => 1,
	'/sounds/mo_shuiiochaan_i3_s3.mp3' => 1,
	'/sounds/riail_i3_s3.mp3' => 1
);

open(LEXM, '>>', '/tmp/lexicon-munster.raw');
binmode LEXM, ':utf8';
open(LEXU, '>>', '/tmp/lexicon-ulster.raw');
binmode LEXU, ':utf8';
open(LEXC, '>>', '/tmp/lexicon-connaught.raw');
binmode LEXC, ':utf8';

sub write_text {
	my $file = shift;
	my $text = shift;
	open(OUTF, '>>', $file);
	binmode OUTF, ':utf8';
	print OUTF $text;
	close OUTF;
}

sub write_pron {
	my $file = shift;
	my $text = shift;
	my $pron = shift;
	if ($text eq 'ar tí') {
		$pron =~ s/ \. ˈ / # /g;
	}
	$pron =~ s/ [ˈˌ] / /g;
	$pron =~ s/^[ˈˌ] //g;
	$pron =~ s/ \. / /g;
	my @words = split/ /, $text;
	my @prons = split/ \# /, $pron;
	if($#words != $#prons) {
		print STDERR "ERROR: $file $text $pron\n";
	}
	if($#words == 0) {
		print $file "$text $pron\n";
	} else {
		for(my $i = 0; $i <= $#words; $i++) {
			print $file "$words[$i] $prons[$i]\n";
		}
	}
}

while(<STDIN>) {
	chomp;
	my @line = split/\t/;
	next if($line[0] eq 'Orthographic');
	my $text = lc($line[0]);
	next if($line[0] eq "d'fhág");
	my $uout = $line[1];
	$uout =~ s!/sounds/!!;
	$uout =~ s/\.mp3$/.txt/;
	my $cout = $line[3];
	$cout =~ s!/sounds/!!;
	$cout =~ s/\.mp3$/.txt/;
	my $mout = $line[5];
	$mout =~ s!/sounds/!!;
	$mout =~ s/\.mp3$/.txt/;
	$uout = '/tmp/u/' . $uout;
	$cout = '/tmp/c/' . $cout;
	$mout = '/tmp/m/' . $mout;

	my $pronu = $line[2];
	my $pronc = $line[4];
	my $pronm = $line[6];

	if($text eq 'Gaeilge') {
		write_text($uout, "gaeilic");
		write_text($cout, "gaeilge");
		write_text($mout, "gaelainn");
		write_pron(\*LEXU, "gaeilic", $pronu);
		write_pron(\*LEXC, "gaeilge", $pronc);
		write_pron(\*LEXM, "gaelainn", $pronm);
		next;
	}
	if($line[0] eq 'bocht' || $line[0] eq 'teacht' || $line[0] eq 'teocht') {
		$pronu =~ s/x t̪ˠ/ɾˠ t̪ˠ/;
	}
	write_text($uout, $text);
	write_pron(\*LEXU, $text, $pronu);
	write_text($mout, $text);
	write_pron(\*LEXM, $text, $pronm);
	if(!exists $empty{$line[3]}) {
		my $cfix = exists $cr_files{$text} ? $cr_files{$text} : $text;
		write_text($cout, $cfix);
		write_pron(\*LEXC, $cfix, $pronc);
	}
}
Writing /tmp/fuaimeanna-write.pl
!cat ../input/scrape-fuaimeanna-private/all-fuaimeanna-data.tsv | perl /tmp/fuaimeanna-write.pl
!cat /tmp/lexicon-connaught.raw | sort | uniq > /tmp/lexicon-connaught.txt
!cat /tmp/lexicon-ulster.raw | sort | uniq > /tmp/lexicon-ulster.txt
!cat /tmp/lexicon-munster.raw | sort | uniq > /tmp/lexicon-munster.txt
!cat /tmp/lexicon-connaught.raw /tmp/lexicon-ulster.raw /tmp/lexicon-munster.raw | sort | uniq > /tmp/lexicon-all.txt
!mkdir /tmp/all
!cp /tmp/c/* /tmp/all
!cp /tmp/m/* /tmp/all
!cp /tmp/u/* /tmp/all
!mkdir /tmp/mfa-temp

Run MFA

Aha. Was pinned to an old environment.

!conda config --remove channels rapidsai
!conda install montreal-forced-aligner -y -c conda-forge
!mfa train -t /tmp/mfa-temp --output_directory /tmp/textgrid-munster /tmp/m /tmp/lexicon-munster.txt ./munster-model
!mfa train -t /tmp/mfa-temp --output_directory /tmp/textgrid-ulster /tmp/u /tmp/lexicon-ulster.txt ./ulster-model
!mfa train -t /tmp/mfa-temp --output_directory /tmp/textgrid-connaught /tmp/c /tmp/lexicon-connaught.txt ./connaught-model
!mfa train -t /tmp/mfa-temp --output_directory /tmp/textgrid-all /tmp/all /tmp/lexicon-all.txt ./all-model

!mfa train_g2p -t /tmp/mfa-temp /tmp/lexicon-ulster.txt ./g2p-ulster
!mfa train_g2p -t /tmp/mfa-temp /tmp/lexicon-munster.txt ./g2p-munster
!mfa train_g2p -t /tmp/mfa-temp /tmp/lexicon-connaught.txt ./g2p-connaught
!mfa train_g2p -t /tmp/mfa-temp /tmp/lexicon-all.txt ./g2p-all
Retrieving notices: ...working... done
Collecting package metadata (current_repodata.json): \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | done
Solving environment: - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - 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\ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | unsuccessful initial attempt using frozen solve. Retrying with flexible solve.
Solving environment: - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / unsuccessful attempt using repodata from current_repodata.json, retrying with next repodata source.
Collecting package metadata (repodata.json): \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / done
Solving environment: \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - 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\ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ done

## Package Plan ##

  environment location: /opt/conda

  added / updated specs:
    - montreal-forced-aligner


The following packages will be downloaded:

    package                    |            build
    ---------------------------|-----------------
    aom-3.5.0                  |       h27087fc_0         2.7 MB  conda-forge
    audioread-3.0.0            |  py310hff52083_1          34 KB  conda-forge
    baumwelch-0.3.7            |       hf52228f_4         362 KB  conda-forge
    biopython-1.79             |  py310h5764c6d_3         2.7 MB  conda-forge
    click-8.1.4                |unix_pyh707e725_0          83 KB  conda-forge
    cython-0.29.36             |  py310hc6cd4ac_0         2.0 MB  conda-forge
    dataclassy-1.0.1           |     pyhd8ed1ab_0          31 KB  conda-forge
    dav1d-1.2.1                |       hd590300_0         742 KB  conda-forge
    ffmpeg-6.0.0               | gpl_hdbbbd96_103         9.4 MB  conda-forge
    gnutls-3.7.8               |       hf3e180e_0         2.2 MB  conda-forge
    greenlet-2.0.2             |  py310hc6cd4ac_1         186 KB  conda-forge
    hdbscan-0.8.30             |  py310h278f3c1_0         504 KB  conda-forge
    implicit-0.5.2             |  py310h013f86e_1        15.6 MB  conda-forge
    joblib-1.3.0               |     pyhd8ed1ab_1         216 KB  conda-forge
    kaldi-5.5.1068             |   cpu_h05f3a92_1        20.0 MB  conda-forge
    kneed-0.8.3                |     pyhd8ed1ab_0          15 KB  conda-forge
    lazy_loader-0.2            |     pyhd8ed1ab_0          13 KB  conda-forge
    libass-0.17.1              |       hc9aadba_0         123 KB  conda-forge
    libdrm-2.4.114             |       h166bdaf_0         298 KB  conda-forge
    libidn2-2.3.4              |       h166bdaf_0         157 KB  conda-forge
    liblapacke-3.9.0           |17_linux64_openblas          14 KB  conda-forge
    libllvm14-14.0.6           |       hcd5def8_3        29.9 MB  conda-forge
    libpciaccess-0.17          |       h166bdaf_0          39 KB  conda-forge
    librosa-0.10.0             |     pyhd8ed1ab_1         188 KB  conda-forge
    libtasn1-4.19.0            |       h166bdaf_0         114 KB  conda-forge
    libunistring-0.9.10        |       h7f98852_0         1.4 MB  conda-forge
    libva-2.19.0               |       hd590300_0         183 KB  conda-forge
    libvpx-1.13.0              |       hcb278e6_0         964 KB  conda-forge
    llvmlite-0.40.1            |  py310h1b8f574_0         2.4 MB  conda-forge
    mad-0.15.1b                |       h9c3ff4c_1         113 KB  conda-forge
    markdown-it-py-3.0.0       |     pyhd8ed1ab_0          63 KB  conda-forge
    mdurl-0.1.0                |     pyhd8ed1ab_0          13 KB  conda-forge
    montreal-forced-aligner-2.2.15|     pyhd8ed1ab_0         224 KB  conda-forge
    msgpack-python-1.0.5       |  py310hdf3cbec_0          83 KB  conda-forge
    nettle-3.8.1               |       hc379101_1         1.1 MB  conda-forge
    ngram-1.3.14               |       h924138e_2         3.4 MB  conda-forge
    numba-0.57.1               |  py310h0f6aa51_0         4.0 MB  conda-forge
    numpy-1.24.4               |  py310ha4c1d20_0         6.4 MB  conda-forge
    openfst-1.8.2              |       h924138e_2         7.4 MB  conda-forge
    openh264-2.3.1             |       hcb278e6_2         702 KB  conda-forge
    p11-kit-0.24.1             |       hc5aa10d_0         4.5 MB  conda-forge
    pandas-2.0.3               |  py310h7cbd5c2_1        11.7 MB  conda-forge
    patsy-0.5.3                |     pyhd8ed1ab_0         189 KB  conda-forge
    pgvector-0.4.4             |       he295718_0          41 KB  conda-forge
    pgvector-python-0.1.8      |     pyhb2dc1fd_0          13 KB  conda-forge
    postgresql-15.3            |       hd458b1d_1         4.9 MB  conda-forge
    praatio-6.0.0              |     pyhd8ed1ab_0          60 KB  conda-forge
    psycopg2-2.9.6             |  py310h76c1b15_0         170 KB  conda-forge
    pynini-2.1.5               |  py310hbf28c38_5         1.5 MB  conda-forge
    pysoundfile-0.12.1         |     pyhd8ed1ab_0          27 KB  conda-forge
    python-tzdata-2023.3       |     pyhd8ed1ab_0         140 KB  conda-forge
    pytz-2023.3                |     pyhd8ed1ab_0         182 KB  conda-forge
    rich-13.4.2                |     pyhd8ed1ab_0         179 KB  conda-forge
    rich-click-1.6.1           |     pyhd8ed1ab_0          22 KB  conda-forge
    scikit-learn-1.2.2         |  py310hf7d194e_2         7.3 MB  conda-forge
    seaborn-0.12.2             |       hd8ed1ab_0           6 KB  conda-forge
    seaborn-base-0.12.2        |     pyhd8ed1ab_0         226 KB  conda-forge
    sox-14.4.2                 |    ha5cc309_1018         499 KB  conda-forge
    soxr-0.1.3                 |       h0b41bf4_3         128 KB  conda-forge
    soxr-python-0.3.5          |  py310h278f3c1_0         259 KB  conda-forge
    sqlalchemy-2.0.18          |  py310h2372a71_0         2.5 MB  conda-forge
    statsmodels-0.14.0         |  py310h278f3c1_1        10.1 MB  conda-forge
    svt-av1-1.6.0              |       h59595ed_0         2.5 MB  conda-forge
    threadpoolctl-3.1.0        |     pyh8a188c0_0          18 KB  conda-forge
    tzcode-2023c               |       h0b41bf4_0          67 KB  conda-forge
    x264-1!164.3095            |       h166bdaf_2         877 KB  conda-forge
    x265-3.5                   |       h924138e_3         3.2 MB  conda-forge
    ------------------------------------------------------------
                                           Total:       167.2 MB

The following NEW packages will be INSTALLED:

  aom                conda-forge/linux-64::aom-3.5.0-h27087fc_0 
  audioread          conda-forge/linux-64::audioread-3.0.0-py310hff52083_1 
  baumwelch          conda-forge/linux-64::baumwelch-0.3.7-hf52228f_4 
  biopython          conda-forge/linux-64::biopython-1.79-py310h5764c6d_3 
  click              conda-forge/noarch::click-8.1.4-unix_pyh707e725_0 
  cython             conda-forge/linux-64::cython-0.29.36-py310hc6cd4ac_0 
  dataclassy         conda-forge/noarch::dataclassy-1.0.1-pyhd8ed1ab_0 
  dav1d              conda-forge/linux-64::dav1d-1.2.1-hd590300_0 
  ffmpeg             conda-forge/linux-64::ffmpeg-6.0.0-gpl_hdbbbd96_103 
  gnutls             conda-forge/linux-64::gnutls-3.7.8-hf3e180e_0 
  greenlet           conda-forge/linux-64::greenlet-2.0.2-py310hc6cd4ac_1 
  hdbscan            conda-forge/linux-64::hdbscan-0.8.30-py310h278f3c1_0 
  joblib             conda-forge/noarch::joblib-1.3.0-pyhd8ed1ab_1 
  kaldi              conda-forge/linux-64::kaldi-5.5.1068-cpu_h05f3a92_1 
  kneed              conda-forge/noarch::kneed-0.8.3-pyhd8ed1ab_0 
  lazy_loader        conda-forge/noarch::lazy_loader-0.2-pyhd8ed1ab_0 
  libass             conda-forge/linux-64::libass-0.17.1-hc9aadba_0 
  libdrm             conda-forge/linux-64::libdrm-2.4.114-h166bdaf_0 
  libidn2            conda-forge/linux-64::libidn2-2.3.4-h166bdaf_0 
  liblapacke         conda-forge/linux-64::liblapacke-3.9.0-17_linux64_openblas 
  libllvm14          conda-forge/linux-64::libllvm14-14.0.6-hcd5def8_3 
  libpciaccess       conda-forge/linux-64::libpciaccess-0.17-h166bdaf_0 
  librosa            conda-forge/noarch::librosa-0.10.0-pyhd8ed1ab_1 
  libtasn1           conda-forge/linux-64::libtasn1-4.19.0-h166bdaf_0 
  libunistring       conda-forge/linux-64::libunistring-0.9.10-h7f98852_0 
  libva              conda-forge/linux-64::libva-2.19.0-hd590300_0 
  libvpx             conda-forge/linux-64::libvpx-1.13.0-hcb278e6_0 
  llvmlite           conda-forge/linux-64::llvmlite-0.40.1-py310h1b8f574_0 
  mad                conda-forge/linux-64::mad-0.15.1b-h9c3ff4c_1 
  markdown-it-py     conda-forge/noarch::markdown-it-py-3.0.0-pyhd8ed1ab_0 
  mdurl              conda-forge/noarch::mdurl-0.1.0-pyhd8ed1ab_0 
  montreal-forced-a~ conda-forge/noarch::montreal-forced-aligner-2.2.15-pyhd8ed1ab_0 
  msgpack-python     conda-forge/linux-64::msgpack-python-1.0.5-py310hdf3cbec_0 
  nettle             conda-forge/linux-64::nettle-3.8.1-hc379101_1 
  ngram              conda-forge/linux-64::ngram-1.3.14-h924138e_2 
  numba              conda-forge/linux-64::numba-0.57.1-py310h0f6aa51_0 
  openfst            conda-forge/linux-64::openfst-1.8.2-h924138e_2 
  openh264           conda-forge/linux-64::openh264-2.3.1-hcb278e6_2 
  p11-kit            conda-forge/linux-64::p11-kit-0.24.1-hc5aa10d_0 
  pandas             conda-forge/linux-64::pandas-2.0.3-py310h7cbd5c2_1 
  patsy              conda-forge/noarch::patsy-0.5.3-pyhd8ed1ab_0 
  pgvector           conda-forge/linux-64::pgvector-0.4.4-he295718_0 
  pgvector-python    conda-forge/noarch::pgvector-python-0.1.8-pyhb2dc1fd_0 
  postgresql         conda-forge/linux-64::postgresql-15.3-hd458b1d_1 
  praatio            conda-forge/noarch::praatio-6.0.0-pyhd8ed1ab_0 
  psycopg2           conda-forge/linux-64::psycopg2-2.9.6-py310h76c1b15_0 
  pynini             conda-forge/linux-64::pynini-2.1.5-py310hbf28c38_5 
  pysoundfile        conda-forge/noarch::pysoundfile-0.12.1-pyhd8ed1ab_0 
  python-tzdata      conda-forge/noarch::python-tzdata-2023.3-pyhd8ed1ab_0 
  pytz               conda-forge/noarch::pytz-2023.3-pyhd8ed1ab_0 
  rich               conda-forge/noarch::rich-13.4.2-pyhd8ed1ab_0 
  rich-click         conda-forge/noarch::rich-click-1.6.1-pyhd8ed1ab_0 
  scikit-learn       conda-forge/linux-64::scikit-learn-1.2.2-py310hf7d194e_2 
  seaborn            conda-forge/noarch::seaborn-0.12.2-hd8ed1ab_0 
  seaborn-base       conda-forge/noarch::seaborn-base-0.12.2-pyhd8ed1ab_0 
  sox                conda-forge/linux-64::sox-14.4.2-ha5cc309_1018 
  soxr               conda-forge/linux-64::soxr-0.1.3-h0b41bf4_3 
  soxr-python        conda-forge/linux-64::soxr-python-0.3.5-py310h278f3c1_0 
  sqlalchemy         conda-forge/linux-64::sqlalchemy-2.0.18-py310h2372a71_0 
  statsmodels        conda-forge/linux-64::statsmodels-0.14.0-py310h278f3c1_1 
  svt-av1            conda-forge/linux-64::svt-av1-1.6.0-h59595ed_0 
  threadpoolctl      conda-forge/noarch::threadpoolctl-3.1.0-pyh8a188c0_0 
  tzcode             conda-forge/linux-64::tzcode-2023c-h0b41bf4_0 
  x264               conda-forge/linux-64::x264-1!164.3095-h166bdaf_2 
  x265               conda-forge/linux-64::x265-3.5-h924138e_3 

The following packages will be DOWNGRADED:

  implicit                            0.7.0-py310h552f1b7_6 --> 0.5.2-py310h013f86e_1 
  numpy                              1.25.0-py310ha4c1d20_0 --> 1.24.4-py310ha4c1d20_0 



Downloading and Extracting Packages
libva-2.19.0         | 183 KB    |                                       |   0% 
nettle-3.8.1         | 1.1 MB    |                                       |   0% 

joblib-1.3.0         | 216 KB    |                                       |   0% 


seaborn-base-0.12.2  | 226 KB    |                                       |   0% 



soxr-0.1.3           | 128 KB    |                                       |   0% 




markdown-it-py-3.0.0 | 63 KB     |                                       |   0% 





baumwelch-0.3.7      | 362 KB    |                                       |   0% 






psycopg2-2.9.6       | 170 KB    |                                       |   0% 







msgpack-python-1.0.5 | 83 KB     |                                       |   0% 








x264-1!164.3095      | 877 KB    |                                       |   0% 









llvmlite-0.40.1      | 2.4 MB    |                                       |   0% 










cython-0.29.36       | 2.0 MB    |                                       |   0% 











dataclassy-1.0.1     | 31 KB     |                                       |   0% 












libpciaccess-0.17    | 39 KB     |                                       |   0% 













libvpx-1.13.0        | 964 KB    |                                       |   0% 














libass-0.17.1        | 123 KB    |                                       |   0% 















rich-click-1.6.1     | 22 KB     |                                       |   0% 
















mdurl-0.1.0          | 13 KB     |                                       |   0% 

















pysoundfile-0.12.1   | 27 KB     |                                       |   0% 


















patsy-0.5.3          | 189 KB    |                                       |   0% 



















hdbscan-0.8.30       | 504 KB    |                                       |   0% 




















sox-14.4.2           | 499 KB    |                                       |   0% 





















libdrm-2.4.114       | 298 KB    |                                       |   0% 






















libva-2.19.0         | 183 KB    | ###2                                  |   9% 
nettle-3.8.1         | 1.1 MB    | 5                                     |   1% 

joblib-1.3.0         | 216 KB    | ##7                                   |   7% 


seaborn-base-0.12.2  | 226 KB    | ##6                                   |   7% 



soxr-0.1.3           | 128 KB    | ####6                                 |  12% 




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Preparing transaction: / - \ | / - \ | / done
Verifying transaction: \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / done
Executing transaction: \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / done
/opt/conda/lib/python3.10/site-packages/scipy/__init__.py:146: UserWarning: A NumPy version >=1.16.5 and <1.23.0 is required for this version of SciPy (detected version 1.24.4
  warnings.warn(f"A NumPy version >={np_minversion} and <{np_maxversion}"
 INFO     Setting up corpus information...                                      
 INFO     Loading corpus from source files...                                   
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 INFO     Found 1 speaker across 760 files, average number of utterances per    
          speaker: 760.0                                                        
 INFO     Initializing multiprocessing jobs...                                  
 WARNING  Number of jobs was specified as 3, but due to only having 1 speakers, 
          MFA will only use 1 jobs. Use the --single_speaker flag if you would  
          like to split utterances across jobs regardless of their speaker.     
 INFO     Normalizing text...                                                   
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 INFO     Creating corpus split for feature generation...                       
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 INFO     Generating MFCCs...                                                   
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 INFO     Calculating CMVN...                                                   
 INFO     Generating final features...                                          
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 INFO     Creating corpus split with features...                                
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 INFO     Filtering utterances for training...                                  
 INFO     Initializing training for monophone...                                
 INFO     Compiling training graphs...                                          
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 INFO     Generating initial alignments...                                      
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 INFO     Initialization complete!                                              
 INFO     monophone - Iteration 1 of 40                                         
 INFO     Generating alignments...                                              
  96% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 727/760  [ 0:00:02 < 0:00:01 , 635 it/s ]
 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 2 of 40                                         
 INFO     Generating alignments...                                              
  91% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 693/760  [ 0:00:02 < 0:00:01 , 741 it/s ]
 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 3 of 40                                         
 INFO     Generating alignments...                                              
  97% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 738/760  [ 0:00:02 < 0:00:01 , 731 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,866 it/s ]
 INFO     monophone - Iteration 4 of 40                                         
 INFO     Generating alignments...                                              
  95% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 720/760  [ 0:00:02 < 0:00:01 , 784 it/s ]
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:01 < 0:00:01 , 1,842 it/s ]
 INFO     monophone - Iteration 5 of 40                                         
 INFO     Generating alignments...                                              
  93% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 704/760  [ 0:00:02 < 0:00:01 , 774 it/s ]
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:01 < 0:00:01 , 1,869 it/s ]
 INFO     monophone - Iteration 6 of 40                                         
 INFO     Generating alignments...                                              
  95% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 722/760  [ 0:00:02 < 0:00:01 , 797 it/s ]
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:01 < 0:00:01 , 1,814 it/s ]
 INFO     monophone - Iteration 7 of 40                                         
 INFO     Generating alignments...                                              
  97% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 734/760  [ 0:00:02 < 0:00:01 , 776 it/s ]
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:01 < 0:00:01 , 1,855 it/s ]
 INFO     monophone - Iteration 8 of 40                                         
 INFO     Generating alignments...                                              
  96% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 727/760  [ 0:00:02 < 0:00:01 , 797 it/s ]
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:01 < 0:00:01 , 1,626 it/s ]
 INFO     monophone - Iteration 9 of 40                                         
 INFO     Generating alignments...                                              
  93% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 706/760  [ 0:00:02 < 0:00:01 , 765 it/s ]
 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 10 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 11 of 40                                        
 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 12 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 13 of 40                                        
 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 14 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 15 of 40                                        
 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 16 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 17 of 40                                        
 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 18 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 23 of 40                                        
 INFO     Generating alignments...                                              
  95% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 722/760  [ 0:00:02 < 0:00:01 , 706 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,536 it/s ]
 INFO     monophone - Iteration 24 of 40                                        
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  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,564 it/s ]
 INFO     monophone - Iteration 25 of 40                                        
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  86% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 650/760  [ 0:00:01 < 0:00:01 , 1,494 it/s ]
 INFO     monophone - Iteration 26 of 40                                        
 INFO     Generating alignments...                                              
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 702/760  [ 0:00:02 < 0:00:01 , 686 it/s ]
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 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 760/760  [ 0:00:00 < 0:00:00 , 1,473 it/s ]
 INFO     monophone - Iteration 27 of 40                                        
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:01 < 0:00:01 , 1,450 it/s ]
 INFO     monophone - Iteration 28 of 40                                        
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:01 < 0:00:01 , 1,481 it/s ]
 INFO     monophone - Iteration 29 of 40                                        
 INFO     Generating alignments...                                              
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 697/760  [ 0:00:02 < 0:00:01 , 686 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,460 it/s ]
 INFO     monophone - Iteration 30 of 40                                        
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  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,425 it/s ]
 INFO     monophone - Iteration 31 of 40                                        
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  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,399 it/s ]
 INFO     monophone - Iteration 32 of 40                                        
 INFO     Generating alignments...                                              
  96% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 728/760  [ 0:00:02 < 0:00:01 , 549 it/s ]
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  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,360 it/s ]
 INFO     monophone - Iteration 33 of 40                                        
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  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,402 it/s ]
 INFO     monophone - Iteration 34 of 40                                        
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  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,380 it/s ]
 INFO     monophone - Iteration 35 of 40                                        
 INFO     Generating alignments...                                              
  98% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 748/760  [ 0:00:02 < 0:00:01 , 668 it/s ]
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  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,387 it/s ]
 INFO     monophone - Iteration 36 of 40                                        
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  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,394 it/s ]
 INFO     monophone - Iteration 37 of 40                                        
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  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,372 it/s ]
 INFO     monophone - Iteration 38 of 40                                        
 INFO     Generating alignments...                                              
  98% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 746/760  [ 0:00:02 < 0:00:01 , 665 it/s ]
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  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,387 it/s ]
 INFO     monophone - Iteration 39 of 40                                        
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  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,403 it/s ]
 INFO     monophone - Iteration 40 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,329 it/s ]
 INFO     Training complete!                                                    
 INFO     Compiling training graphs...                                          
 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 760/760  [ 0:00:00 < 0:00:00 , ? it/s ]
 INFO     Generating alignments...                                              
  97% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 740/760  [ 0:00:02 < 0:00:01 , 659 it/s ]
 INFO     Initializing training for triphone...                                 
 INFO     Compiling training graphs...                                          
 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 760/760  [ 0:00:00 < 0:00:00 , ? it/s ]
 INFO     Converting alignments...                                              
   0% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 0/760  [ 0:00:01 < -:--:-- , ? it/s ]
 INFO     Initialization complete!                                              
 INFO     triphone - Iteration 1 of 35                                          
 INFO     Accumulating statistics...                                            
 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 760/760  [ 0:00:00 < 0:00:00 , 1,098 it/s ]
 INFO     triphone - Iteration 2 of 35                                          
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 INFO     triphone - Iteration 3 of 35                                          
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:01 < 0:00:01 , 907 it/s ]
 INFO     triphone - Iteration 4 of 35                                          
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:02 < 0:00:01 , 670 it/s ]
 INFO     triphone - Iteration 5 of 35                                          
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:02 < 0:00:01 , 515 it/s ]
 INFO     triphone - Iteration 6 of 35                                          
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:02 < 0:00:01 , 431 it/s ]
 INFO     triphone - Iteration 7 of 35                                          
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:03 < 0:00:01 , 326 it/s ]
 INFO     triphone - Iteration 8 of 35                                          
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:04 < 0:00:01 , 243 it/s ]
 INFO     triphone - Iteration 9 of 35                                          
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:04 < 0:00:01 , 196 it/s ]
 INFO     triphone - Iteration 10 of 35                                         
 INFO     Generating alignments...                                              
  98% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 745/760  [ 0:00:05 < 0:00:01 , 177 it/s ]
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:05 < 0:00:01 , 161 it/s ]
 INFO     triphone - Iteration 11 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 126 it/s ]
 INFO     triphone - Iteration 12 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:06 < 0:00:01 , 138 it/s ]
 INFO     triphone - Iteration 13 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:06 < 0:00:01 , 135 it/s ]
 INFO     triphone - Iteration 14 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:06 < 0:00:01 , 134 it/s ]
 INFO     triphone - Iteration 15 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:06 < 0:00:01 , 133 it/s ]
 INFO     triphone - Iteration 16 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:06 < 0:00:01 , 129 it/s ]
 INFO     triphone - Iteration 17 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:06 < 0:00:01 , 131 it/s ]
 INFO     triphone - Iteration 18 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:06 < 0:00:01 , 129 it/s ]
 INFO     triphone - Iteration 19 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 127 it/s ]
 INFO     triphone - Iteration 20 of 35                                         
 INFO     Generating alignments...                                              
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 753/760  [ 0:00:05 < 0:00:01 , 175 it/s ]
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 127 it/s ]
 INFO     triphone - Iteration 21 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:06 < 0:00:01 , 128 it/s ]
 INFO     triphone - Iteration 22 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 126 it/s ]
 INFO     triphone - Iteration 23 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 125 it/s ]
 INFO     triphone - Iteration 24 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 125 it/s ]
 INFO     triphone - Iteration 25 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 126 it/s ]
 INFO     triphone - Iteration 26 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 124 it/s ]
 INFO     triphone - Iteration 27 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 124 it/s ]
 INFO     triphone - Iteration 28 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 125 it/s ]
 INFO     triphone - Iteration 29 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 125 it/s ]
 INFO     triphone - Iteration 30 of 35                                         
 INFO     Generating alignments...                                              
  98% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 748/760  [ 0:00:05 < 0:00:01 , 174 it/s ]
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 121 it/s ]
 INFO     triphone - Iteration 31 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 126 it/s ]
 INFO     triphone - Iteration 32 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 124 it/s ]
 INFO     triphone - Iteration 33 of 35                                         
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 124 it/s ]
 INFO     triphone - Iteration 34 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 123 it/s ]
 INFO     triphone - Iteration 35 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 121 it/s ]
 INFO     Training complete!                                                    
 INFO     Compiling training graphs...                                          
 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 760/760  [ 0:00:00 < 0:00:00 , ? it/s ]
 INFO     Generating alignments...                                              
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 753/760  [ 0:00:05 < 0:00:01 , 166 it/s ]
 INFO     Initializing training for lda...                                      
 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 760/760  [ 0:00:00 < 0:00:00 , ? it/s ]
 INFO     Compiling training graphs...                                          
 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 760/760  [ 0:00:00 < 0:00:00 , ? it/s ]
 INFO     Converting alignments...                                              
   0% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 0/760  [ 0:00:01 < -:--:-- , ? it/s ]
 INFO     Initialization complete!                                              
 INFO     lda - Iteration 1 of 35                                               
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 INFO     lda - Iteration 2 of 35                                               
 INFO     Re-calculating LDA...                                                 
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 INFO     Training complete!                                                    
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 INFO     Initializing training for sat...                                      
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 INFO     Initialization complete!                                              
 INFO     sat - Iteration 1 of 35                                               
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 INFO     sat - Iteration 7 of 35                                               
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 INFO     sat - Iteration 12 of 35                                              
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 INFO     sat - Iteration 13 of 35                                              
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 INFO     sat - Iteration 20 of 35                                              
 INFO     Generating alignments...                                              
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 INFO     sat - Iteration 22 of 35                                              
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 INFO     sat - Iteration 24 of 35                                              
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 INFO     sat - Iteration 25 of 35                                              
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 INFO     sat - Iteration 26 of 35                                              
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 INFO     sat - Iteration 27 of 35                                              
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 INFO     sat - Iteration 28 of 35                                              
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 INFO     sat - Iteration 29 of 35                                              
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 INFO     sat - Iteration 30 of 35                                              
 INFO     Generating alignments...                                              
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 INFO     sat - Iteration 31 of 35                                              
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 INFO     sat - Iteration 32 of 35                                              
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 INFO     sat - Iteration 33 of 35                                              
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 INFO     sat - Iteration 34 of 35                                              
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 INFO     sat - Iteration 35 of 35                                              
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 INFO     Training complete!                                                    
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 INFO     Initializing training for sat_2...                                    
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 INFO     Initialization complete!                                              
 INFO     sat_2 - Iteration 1 of 35                                             
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 INFO     sat_2 - Iteration 2 of 35                                             
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 INFO     sat_2 - Iteration 3 of 35                                             
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 INFO     sat_2 - Iteration 4 of 35                                             
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 INFO     sat_2 - Iteration 5 of 35                                             
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 INFO     sat_2 - Iteration 6 of 35                                             
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 INFO     sat_2 - Iteration 7 of 35                                             
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 INFO     sat_2 - Iteration 8 of 35                                             
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 INFO     sat_2 - Iteration 9 of 35                                             
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 INFO     sat_2 - Iteration 10 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_2 - Iteration 12 of 35                                            
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 INFO     sat_2 - Iteration 13 of 35                                            
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 INFO     sat_2 - Iteration 14 of 35                                            
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 INFO     sat_2 - Iteration 20 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_2 - Iteration 27 of 35                                            
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 INFO     Generating alignments...                                              
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 INFO     Training complete!                                                    
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 INFO     Generating pronunciations...                                          
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 INFO     Generating alignments...                                              
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 INFO     Converting alignments...                                              
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 INFO     Initialization complete!                                              
 INFO     sat_3 - Iteration 1 of 35                                             
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 INFO     sat_3 - Iteration 3 of 35                                             
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 INFO     sat_3 - Iteration 4 of 35                                             
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 INFO     sat_3 - Iteration 6 of 35                                             
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 INFO     sat_3 - Iteration 7 of 35                                             
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 INFO     sat_3 - Iteration 8 of 35                                             
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 INFO     sat_3 - Iteration 9 of 35                                             
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 INFO     sat_3 - Iteration 10 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_3 - Iteration 11 of 35                                            
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 INFO     sat_3 - Iteration 12 of 35                                            
 INFO     Calculating fMLLR for speaker adaptation...                           
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 INFO     sat_3 - Iteration 13 of 35                                            
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 INFO     sat_3 - Iteration 14 of 35                                            
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 INFO     sat_3 - Iteration 15 of 35                                            
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 INFO     sat_3 - Iteration 16 of 35                                            
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 INFO     sat_3 - Iteration 17 of 35                                            
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 INFO     sat_3 - Iteration 18 of 35                                            
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 INFO     sat_3 - Iteration 19 of 35                                            
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 INFO     sat_3 - Iteration 20 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_3 - Iteration 21 of 35                                            
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 INFO     sat_3 - Iteration 22 of 35                                            
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 INFO     sat_3 - Iteration 23 of 35                                            
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 INFO     sat_3 - Iteration 24 of 35                                            
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 INFO     sat_3 - Iteration 25 of 35                                            
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 INFO     sat_3 - Iteration 26 of 35                                            
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 INFO     sat_3 - Iteration 27 of 35                                            
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 INFO     sat_3 - Iteration 28 of 35                                            
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 INFO     sat_3 - Iteration 29 of 35                                            
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 INFO     sat_3 - Iteration 30 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_3 - Iteration 31 of 35                                            
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 INFO     sat_3 - Iteration 33 of 35                                            
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 INFO     sat_3 - Iteration 34 of 35                                            
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 INFO     sat_3 - Iteration 35 of 35                                            
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 INFO     Creating alignment model for speaker-independent features...          
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 INFO     Training complete!                                                    
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          size for later training stages                                        
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 INFO     Generating alignments...                                              
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 INFO     Beginning phone LM training...                                        
 INFO     Collecting training data...                                           
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 INFO     Training model...                                                     
 INFO     Completed training in 1412.3437068462372 seconds!                     
 INFO     Saved model to munster-model                                          
 WARNING  Alignment analysis not available without using postgresql             
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 INFO     Done! Everything took 1441.163 seconds                                
/opt/conda/lib/python3.10/site-packages/scipy/__init__.py:146: UserWarning: A NumPy version >=1.16.5 and <1.23.0 is required for this version of SciPy (detected version 1.24.4
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 INFO     Found 1 speaker across 760 files, average number of utterances per    
          speaker: 760.0                                                        
 INFO     Initializing multiprocessing jobs...                                  
 WARNING  Number of jobs was specified as 3, but due to only having 1 speakers, 
          MFA will only use 1 jobs. Use the --single_speaker flag if you would  
          like to split utterances across jobs regardless of their speaker.     
 INFO     Normalizing text...                                                   
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 INFO     Generating MFCCs...                                                   
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 INFO     Calculating CMVN...                                                   
 INFO     Generating final features...                                          
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 INFO     Creating corpus split with features...                                
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 INFO     Filtering utterances for training...                                  
 INFO     Initializing training for monophone...                                
 INFO     Compiling training graphs...                                          
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 INFO     Generating initial alignments...                                      
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 INFO     Initialization complete!                                              
 INFO     monophone - Iteration 1 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 2 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 3 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     Accumulating statistics...                                            
  86% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 650/760  [ 0:00:01 < 0:00:01 , 1,517 it/s ]
 INFO     monophone - Iteration 4 of 40                                         
 INFO     Generating alignments...                                              
  98% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 748/760  [ 0:00:02 < 0:00:01 , 667 it/s ]
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:01 < 0:00:01 , 1,476 it/s ]
 INFO     monophone - Iteration 5 of 40                                         
 INFO     Generating alignments...                                              
  94% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 714/760  [ 0:00:02 < 0:00:01 , 637 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,521 it/s ]
 INFO     monophone - Iteration 6 of 40                                         
 INFO     Generating alignments...                                              
  95% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 720/760  [ 0:00:02 < 0:00:01 , 638 it/s ]
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:01 < 0:00:01 , 1,330 it/s ]
 INFO     monophone - Iteration 7 of 40                                         
 INFO     Generating alignments...                                              
  93% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 708/760  [ 0:00:02 < 0:00:01 , 633 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,450 it/s ]
 INFO     monophone - Iteration 8 of 40                                         
 INFO     Generating alignments...                                              
  96% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 729/760  [ 0:00:02 < 0:00:01 , 648 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,445 it/s ]
 INFO     monophone - Iteration 9 of 40                                         
 INFO     Generating alignments...                                              
  93% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 705/760  [ 0:00:02 < 0:00:01 , 624 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,410 it/s ]
 INFO     monophone - Iteration 10 of 40                                        
 INFO     Generating alignments...                                              
  96% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 733/760  [ 0:00:02 < 0:00:01 , 590 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,374 it/s ]
 INFO     monophone - Iteration 11 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,341 it/s ]
 INFO     monophone - Iteration 12 of 40                                        
 INFO     Generating alignments...                                              
  98% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 744/760  [ 0:00:02 < 0:00:01 , 601 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,354 it/s ]
 INFO     monophone - Iteration 13 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,347 it/s ]
 INFO     monophone - Iteration 14 of 40                                        
 INFO     Generating alignments...                                              
  95% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 721/760  [ 0:00:02 < 0:00:01 , 589 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,325 it/s ]
 INFO     monophone - Iteration 15 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,318 it/s ]
 INFO     monophone - Iteration 16 of 40                                        
 INFO     Generating alignments...                                              
  98% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 748/760  [ 0:00:02 < 0:00:01 , 542 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,278 it/s ]
 INFO     monophone - Iteration 17 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,283 it/s ]
 INFO     monophone - Iteration 18 of 40                                        
 INFO     Generating alignments...                                              
  93% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 710/760  [ 0:00:02 < 0:00:01 , 576 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,274 it/s ]
 INFO     monophone - Iteration 19 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,244 it/s ]
 INFO     monophone - Iteration 20 of 40                                        
 INFO     Generating alignments...                                              
  95% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 724/760  [ 0:00:02 < 0:00:01 , 541 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,227 it/s ]
 INFO     monophone - Iteration 21 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,203 it/s ]
 INFO     monophone - Iteration 22 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,184 it/s ]
 INFO     monophone - Iteration 23 of 40                                        
 INFO     Generating alignments...                                              
  95% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 719/760  [ 0:00:02 < 0:00:01 , 538 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,144 it/s ]
 INFO     monophone - Iteration 24 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,182 it/s ]
 INFO     monophone - Iteration 25 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,136 it/s ]
 INFO     monophone - Iteration 26 of 40                                        
 INFO     Generating alignments...                                              
  95% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 722/760  [ 0:00:02 < 0:00:01 , 541 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,153 it/s ]
 INFO     monophone - Iteration 27 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,068 it/s ]
 INFO     monophone - Iteration 28 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,081 it/s ]
 INFO     monophone - Iteration 29 of 40                                        
 INFO     Generating alignments...                                              
 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 758/760  [ 0:00:02 < 0:00:01 , 518 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,085 it/s ]
 INFO     monophone - Iteration 30 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,070 it/s ]
 INFO     monophone - Iteration 31 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,025 it/s ]
 INFO     monophone - Iteration 32 of 40                                        
 INFO     Generating alignments...                                              
  95% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 724/760  [ 0:00:02 < 0:00:01 , 506 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,033 it/s ]
 INFO     monophone - Iteration 33 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,048 it/s ]
 INFO     monophone - Iteration 34 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,024 it/s ]
 INFO     monophone - Iteration 35 of 40                                        
 INFO     Generating alignments...                                              
  94% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 717/760  [ 0:00:02 < 0:00:01 , 497 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,035 it/s ]
 INFO     monophone - Iteration 36 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,044 it/s ]
 INFO     monophone - Iteration 37 of 40                                        
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,043 it/s ]
 INFO     monophone - Iteration 38 of 40                                        
 INFO     Generating alignments...                                              
  96% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 730/760  [ 0:00:02 < 0:00:01 , 508 it/s ]
 INFO     Accumulating statistics...                                            
  92% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 700/760  [ 0:00:01 < 0:00:01 , 1,049 it/s ]
 INFO     monophone - Iteration 39 of 40                                        
 INFO     Accumulating statistics...                                            
 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 760/760  [ 0:00:00 < 0:00:00 , 1,012 it/s ]
 INFO     monophone - Iteration 40 of 40                                        
 INFO     Accumulating statistics...                                            
 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 760/760  [ 0:00:00 < 0:00:00 , 1,009 it/s ]
 INFO     Training complete!                                                    
 INFO     Compiling training graphs...                                          
 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 760/760  [ 0:00:00 < 0:00:00 , ? it/s ]
 INFO     Generating alignments...                                              
  94% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 717/760  [ 0:00:02 < 0:00:01 , 498 it/s ]
 INFO     Initializing training for triphone...                                 
 INFO     Compiling training graphs...                                          
 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 760/760  [ 0:00:00 < 0:00:00 , ? it/s ]
 INFO     Converting alignments...                                              
   0% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 0/760  [ 0:00:01 < -:--:-- , ? it/s ]
 INFO     Initialization complete!                                              
 INFO     triphone - Iteration 1 of 35                                          
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:02 < 0:00:01 , 600 it/s ]
 INFO     triphone - Iteration 2 of 35                                          
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:02 < 0:00:01 , 580 it/s ]
 INFO     triphone - Iteration 3 of 35                                          
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:02 < 0:00:01 , 442 it/s ]
 INFO     triphone - Iteration 4 of 35                                          
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:03 < 0:00:01 , 382 it/s ]
 INFO     triphone - Iteration 5 of 35                                          
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:03 < 0:00:01 , 313 it/s ]
 INFO     triphone - Iteration 6 of 35                                          
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:03 < 0:00:01 , 260 it/s ]
 INFO     triphone - Iteration 7 of 35                                          
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:04 < 0:00:01 , 235 it/s ]
 INFO     triphone - Iteration 8 of 35                                          
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:04 < 0:00:01 , 204 it/s ]
 INFO     triphone - Iteration 9 of 35                                          
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:05 < 0:00:01 , 186 it/s ]
 INFO     triphone - Iteration 10 of 35                                         
 INFO     Generating alignments...                                              
 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 757/760  [ 0:00:08 < 0:00:01 , 106 it/s ]
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:05 < 0:00:01 , 166 it/s ]
 INFO     triphone - Iteration 11 of 35                                         
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:06 < 0:00:01 , 147 it/s ]
 INFO     triphone - Iteration 12 of 35                                         
 INFO     Accumulating statistics...                                            
  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:06 < 0:00:01 , 130 it/s ]
 INFO     triphone - Iteration 13 of 35                                         
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  99% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750/760  [ 0:00:07 < 0:00:01 , 117 it/s ]
 INFO     triphone - Iteration 14 of 35                                         
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 INFO     triphone - Iteration 20 of 35                                         
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 INFO     Training complete!                                                    
 INFO     Compiling training graphs...                                          
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 INFO     Initializing training for lda...                                      
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 INFO     Initialization complete!                                              
 INFO     lda - Iteration 1 of 35                                               
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 INFO     Generating alignments...                                              
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 INFO     Generating alignments...                                              
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 INFO     Training complete!                                                    
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 INFO     sat - Iteration 1 of 35                                               
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 INFO     sat - Iteration 7 of 35                                               
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 INFO     Generating alignments...                                              
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 INFO     Training complete!                                                    
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 INFO     sat_2 - Iteration 1 of 35                                             
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 INFO     Generating alignments...                                              
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 INFO     sat_3 - Iteration 28 of 35                                            
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 INFO     sat_3 - Iteration 29 of 35                                            
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 INFO     sat_3 - Iteration 30 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_3 - Iteration 31 of 35                                            
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 INFO     sat_3 - Iteration 32 of 35                                            
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 INFO     sat_3 - Iteration 33 of 35                                            
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 INFO     sat_3 - Iteration 34 of 35                                            
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 INFO     sat_3 - Iteration 35 of 35                                            
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 INFO     Creating alignment model for speaker-independent features...          
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 INFO     Training complete!                                                    
 INFO     Exiting training early to save time as the corpus is below the subset 
          size for later training stages                                        
 INFO     Compiling training graphs...                                          
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 INFO     Generating alignments...                                              
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 INFO     Beginning phone LM training...                                        
 INFO     Collecting training data...                                           
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 INFO     Training model...                                                     
 INFO     Completed training in 2015.4587409496307 seconds!                     
 INFO     Saved model to ulster-model                                           
 WARNING  Alignment analysis not available without using postgresql             
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 INFO     Done! Everything took 2037.755 seconds                                
/opt/conda/lib/python3.10/site-packages/scipy/__init__.py:146: UserWarning: A NumPy version >=1.16.5 and <1.23.0 is required for this version of SciPy (detected version 1.24.4
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 INFO     Found 1 speaker across 756 files, average number of utterances per    
          speaker: 756.0                                                        
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 WARNING  Number of jobs was specified as 3, but due to only having 1 speakers, 
          MFA will only use 1 jobs. Use the --single_speaker flag if you would  
          like to split utterances across jobs regardless of their speaker.     
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 INFO     Generating MFCCs...                                                   
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 INFO     Calculating CMVN...                                                   
 INFO     Generating final features...                                          
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 INFO     Compiling training graphs...                                          
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 INFO     Initialization complete!                                              
 INFO     monophone - Iteration 1 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 2 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 3 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 4 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 5 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 6 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 7 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 8 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 9 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 10 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 12 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 13 of 40                                        
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 INFO     monophone - Iteration 14 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 16 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 17 of 40                                        
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 INFO     monophone - Iteration 18 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     Generating alignments...                                              
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 INFO     Generating alignments...                                              
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 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 29 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 30 of 40                                        
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 INFO     monophone - Iteration 31 of 40                                        
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 INFO     monophone - Iteration 32 of 40                                        
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 INFO     monophone - Iteration 33 of 40                                        
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 INFO     monophone - Iteration 34 of 40                                        
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 INFO     monophone - Iteration 36 of 40                                        
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 INFO     monophone - Iteration 37 of 40                                        
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 INFO     monophone - Iteration 38 of 40                                        
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 INFO     monophone - Iteration 40 of 40                                        
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 INFO     Training complete!                                                    
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 INFO     Initializing training for triphone...                                 
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 INFO     Converting alignments...                                              
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 INFO     Initialization complete!                                              
 INFO     triphone - Iteration 1 of 35                                          
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 INFO     triphone - Iteration 2 of 35                                          
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 INFO     triphone - Iteration 3 of 35                                          
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 INFO     triphone - Iteration 4 of 35                                          
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 INFO     triphone - Iteration 5 of 35                                          
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 INFO     triphone - Iteration 6 of 35                                          
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 INFO     triphone - Iteration 7 of 35                                          
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 INFO     triphone - Iteration 8 of 35                                          
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 INFO     triphone - Iteration 9 of 35                                          
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 INFO     triphone - Iteration 10 of 35                                         
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 INFO     triphone - Iteration 11 of 35                                         
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 INFO     triphone - Iteration 12 of 35                                         
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 INFO     triphone - Iteration 13 of 35                                         
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 INFO     triphone - Iteration 14 of 35                                         
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 INFO     triphone - Iteration 15 of 35                                         
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 INFO     triphone - Iteration 16 of 35                                         
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 INFO     triphone - Iteration 17 of 35                                         
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 INFO     triphone - Iteration 18 of 35                                         
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 INFO     triphone - Iteration 19 of 35                                         
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 INFO     triphone - Iteration 20 of 35                                         
 INFO     Generating alignments...                                              
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 INFO     triphone - Iteration 21 of 35                                         
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 INFO     triphone - Iteration 22 of 35                                         
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 INFO     triphone - Iteration 23 of 35                                         
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 INFO     triphone - Iteration 24 of 35                                         
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 INFO     triphone - Iteration 25 of 35                                         
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 INFO     triphone - Iteration 26 of 35                                         
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 INFO     triphone - Iteration 27 of 35                                         
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 INFO     triphone - Iteration 28 of 35                                         
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 INFO     triphone - Iteration 29 of 35                                         
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 INFO     triphone - Iteration 30 of 35                                         
 INFO     Generating alignments...                                              
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 INFO     triphone - Iteration 31 of 35                                         
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 INFO     triphone - Iteration 32 of 35                                         
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 INFO     triphone - Iteration 33 of 35                                         
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 INFO     triphone - Iteration 34 of 35                                         
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 INFO     triphone - Iteration 35 of 35                                         
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 INFO     Training complete!                                                    
 INFO     Compiling training graphs...                                          
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 INFO     Generating alignments...                                              
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 INFO     Initializing training for lda...                                      
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 INFO     Compiling training graphs...                                          
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 INFO     Converting alignments...                                              
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 INFO     Initialization complete!                                              
 INFO     lda - Iteration 1 of 35                                               
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 INFO     Re-calculating LDA...                                                 
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 INFO     Training complete!                                                    
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 INFO     Initialization complete!                                              
 INFO     sat - Iteration 1 of 35                                               
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 INFO     sat - Iteration 30 of 35                                              
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 INFO     sat - Iteration 31 of 35                                              
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 INFO     sat - Iteration 32 of 35                                              
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 INFO     sat - Iteration 33 of 35                                              
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 INFO     sat - Iteration 34 of 35                                              
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 INFO     sat - Iteration 35 of 35                                              
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 INFO     Training complete!                                                    
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 INFO     Initialization complete!                                              
 INFO     sat_2 - Iteration 1 of 35                                             
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 INFO     sat_2 - Iteration 2 of 35                                             
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 INFO     sat_2 - Iteration 5 of 35                                             
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 INFO     sat_2 - Iteration 6 of 35                                             
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 INFO     sat_2 - Iteration 7 of 35                                             
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 INFO     sat_2 - Iteration 8 of 35                                             
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 INFO     sat_2 - Iteration 9 of 35                                             
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 INFO     sat_2 - Iteration 10 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_2 - Iteration 11 of 35                                            
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 INFO     sat_2 - Iteration 12 of 35                                            
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 INFO     sat_2 - Iteration 13 of 35                                            
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 INFO     sat_2 - Iteration 14 of 35                                            
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 INFO     sat_2 - Iteration 17 of 35                                            
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 INFO     sat_2 - Iteration 18 of 35                                            
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 INFO     sat_2 - Iteration 19 of 35                                            
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 INFO     sat_2 - Iteration 20 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_2 - Iteration 27 of 35                                            
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 INFO     Generating alignments...                                              
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 INFO     sat_2 - Iteration 31 of 35                                            
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 INFO     Training complete!                                                    
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 INFO     Converting alignments...                                              
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 INFO     Initialization complete!                                              
 INFO     sat_3 - Iteration 1 of 35                                             
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 INFO     sat_3 - Iteration 4 of 35                                             
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 INFO     sat_3 - Iteration 6 of 35                                             
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 INFO     sat_3 - Iteration 7 of 35                                             
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 INFO     sat_3 - Iteration 8 of 35                                             
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 INFO     sat_3 - Iteration 9 of 35                                             
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 INFO     sat_3 - Iteration 10 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_3 - Iteration 12 of 35                                            
 INFO     Calculating fMLLR for speaker adaptation...                           
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 INFO     sat_3 - Iteration 13 of 35                                            
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 INFO     sat_3 - Iteration 14 of 35                                            
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 INFO     sat_3 - Iteration 17 of 35                                            
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 INFO     sat_3 - Iteration 18 of 35                                            
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 INFO     sat_3 - Iteration 19 of 35                                            
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 INFO     sat_3 - Iteration 20 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_3 - Iteration 21 of 35                                            
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 INFO     sat_3 - Iteration 22 of 35                                            
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 INFO     sat_3 - Iteration 23 of 35                                            
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 INFO     sat_3 - Iteration 27 of 35                                            
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 INFO     sat_3 - Iteration 30 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_3 - Iteration 31 of 35                                            
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 INFO     sat_3 - Iteration 32 of 35                                            
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 INFO     sat_3 - Iteration 33 of 35                                            
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 INFO     sat_3 - Iteration 34 of 35                                            
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 INFO     sat_3 - Iteration 35 of 35                                            
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 INFO     Creating alignment model for speaker-independent features...          
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 INFO     Training complete!                                                    
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          size for later training stages                                        
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 INFO     Collecting training data...                                           
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 INFO     Training model...                                                     
 INFO     Completed training in 1433.7462072372437 seconds!                     
 INFO     Saved model to connaught-model                                        
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 INFO     Done! Everything took 1455.678 seconds                                
/opt/conda/lib/python3.10/site-packages/scipy/__init__.py:146: UserWarning: A NumPy version >=1.16.5 and <1.23.0 is required for this version of SciPy (detected version 1.24.4
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 INFO     Found 1 speaker across 2276 files, average number of utterances per   
          speaker: 2276.0                                                       
 INFO     Initializing multiprocessing jobs...                                  
 WARNING  Number of jobs was specified as 3, but due to only having 1 speakers, 
          MFA will only use 1 jobs. Use the --single_speaker flag if you would  
          like to split utterances across jobs regardless of their speaker.     
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 INFO     Generating MFCCs...                                                   
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 INFO     Calculating CMVN...                                                   
 INFO     Generating final features...                                          
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 INFO     Filtering utterances for training...                                  
 INFO     Initializing training for monophone...                                
 INFO     Compiling training graphs...                                          
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 INFO     Generating initial alignments...                                      
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 INFO     Initialization complete!                                              
 INFO     monophone - Iteration 1 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 2 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 3 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 4 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 5 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 6 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 7 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 8 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 9 of 40                                         
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 10 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 11 of 40                                        
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 INFO     monophone - Iteration 12 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 13 of 40                                        
 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 14 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 15 of 40                                        
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 INFO     monophone - Iteration 16 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 17 of 40                                        
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 INFO     monophone - Iteration 18 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 19 of 40                                        
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 INFO     monophone - Iteration 20 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 21 of 40                                        
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 INFO     monophone - Iteration 22 of 40                                        
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 INFO     monophone - Iteration 23 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 24 of 40                                        
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 INFO     monophone - Iteration 25 of 40                                        
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 INFO     monophone - Iteration 26 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 27 of 40                                        
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 INFO     monophone - Iteration 28 of 40                                        
 INFO     Accumulating statistics...                                            
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 INFO     monophone - Iteration 29 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 30 of 40                                        
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 INFO     monophone - Iteration 31 of 40                                        
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 INFO     monophone - Iteration 32 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 33 of 40                                        
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 INFO     monophone - Iteration 34 of 40                                        
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 INFO     monophone - Iteration 35 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 36 of 40                                        
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 INFO     monophone - Iteration 37 of 40                                        
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 INFO     monophone - Iteration 38 of 40                                        
 INFO     Generating alignments...                                              
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 INFO     monophone - Iteration 39 of 40                                        
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 INFO     monophone - Iteration 40 of 40                                        
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 INFO     Training complete!                                                    
 INFO     Compiling training graphs...                                          
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 INFO     Generating alignments...                                              
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 INFO     Initializing training for triphone...                                 
 INFO     Compiling training graphs...                                          
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 INFO     Converting alignments...                                              
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 INFO     Initialization complete!                                              
 INFO     triphone - Iteration 1 of 35                                          
 INFO     Accumulating statistics...                                            
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 INFO     triphone - Iteration 2 of 35                                          
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 INFO     triphone - Iteration 3 of 35                                          
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 INFO     triphone - Iteration 4 of 35                                          
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 INFO     triphone - Iteration 5 of 35                                          
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 INFO     triphone - Iteration 6 of 35                                          
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 INFO     triphone - Iteration 7 of 35                                          
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 INFO     triphone - Iteration 8 of 35                                          
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 INFO     triphone - Iteration 9 of 35                                          
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 INFO     triphone - Iteration 10 of 35                                         
 INFO     Generating alignments...                                              
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 INFO     triphone - Iteration 11 of 35                                         
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 INFO     triphone - Iteration 12 of 35                                         
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 INFO     triphone - Iteration 13 of 35                                         
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 INFO     triphone - Iteration 14 of 35                                         
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 INFO     triphone - Iteration 15 of 35                                         
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 INFO     triphone - Iteration 16 of 35                                         
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 INFO     triphone - Iteration 17 of 35                                         
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 INFO     triphone - Iteration 18 of 35                                         
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 INFO     triphone - Iteration 19 of 35                                         
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 INFO     triphone - Iteration 20 of 35                                         
 INFO     Generating alignments...                                              
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 INFO     triphone - Iteration 21 of 35                                         
 INFO     Accumulating statistics...                                            
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 INFO     triphone - Iteration 22 of 35                                         
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 INFO     triphone - Iteration 23 of 35                                         
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 INFO     triphone - Iteration 24 of 35                                         
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 INFO     Training complete!                                                    
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 INFO     Initializing training for lda...                                      
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 INFO     Converting alignments...                                              
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 INFO     Initialization complete!                                              
 INFO     lda - Iteration 1 of 35                                               
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 INFO     lda - Iteration 10 of 35                                              
 INFO     Generating alignments...                                              
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 INFO     Generating alignments...                                              
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 INFO     Generating alignments...                                              
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 INFO     Training complete!                                                    
 INFO     Compiling training graphs...                                          
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 INFO     Initializing training for sat...                                      
 INFO     Calculating fMLLR for speaker adaptation...                           
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 INFO     Converting alignments...                                              
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 INFO     Initialization complete!                                              
 INFO     sat - Iteration 1 of 35                                               
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 INFO     sat - Iteration 2 of 35                                               
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 INFO     sat - Iteration 9 of 35                                               
 INFO     Accumulating statistics...                                            
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 INFO     sat - Iteration 10 of 35                                              
 INFO     Generating alignments...                                              
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 INFO     sat - Iteration 11 of 35                                              
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 INFO     sat - Iteration 12 of 35                                              
 INFO     Calculating fMLLR for speaker adaptation...                           
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 INFO     Accumulating statistics...                                            
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 INFO     sat - Iteration 13 of 35                                              
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 INFO     sat - Iteration 14 of 35                                              
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 INFO     sat - Iteration 15 of 35                                              
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 INFO     sat - Iteration 16 of 35                                              
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 INFO     sat - Iteration 17 of 35                                              
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 INFO     sat - Iteration 18 of 35                                              
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 INFO     sat - Iteration 19 of 35                                              
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 INFO     sat - Iteration 20 of 35                                              
 INFO     Generating alignments...                                              
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 INFO     sat - Iteration 21 of 35                                              
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 INFO     sat - Iteration 22 of 35                                              
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 INFO     sat - Iteration 23 of 35                                              
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 INFO     sat - Iteration 24 of 35                                              
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 INFO     sat - Iteration 25 of 35                                              
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 INFO     sat - Iteration 26 of 35                                              
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 INFO     sat - Iteration 27 of 35                                              
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 INFO     sat - Iteration 28 of 35                                              
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 INFO     sat - Iteration 29 of 35                                              
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 INFO     sat - Iteration 30 of 35                                              
 INFO     Generating alignments...                                              
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 INFO     sat - Iteration 31 of 35                                              
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 INFO     sat - Iteration 32 of 35                                              
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 INFO     sat - Iteration 33 of 35                                              
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 INFO     sat - Iteration 34 of 35                                              
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 INFO     sat - Iteration 35 of 35                                              
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 INFO     Creating alignment model for speaker-independent features...          
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 INFO     Training complete!                                                    
 INFO     Compiling training graphs...                                          
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 INFO     Generating alignments...                                              
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 INFO     Calculating fMLLR for speaker adaptation...                           
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 INFO     Generating alignments...                                              
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 INFO     Initializing training for sat_2...                                    
 INFO     Converting alignments...                                              
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 INFO     Compiling training graphs...                                          
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 INFO     Initialization complete!                                              
 INFO     sat_2 - Iteration 1 of 35                                             
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 INFO     sat_2 - Iteration 2 of 35                                             
 INFO     Calculating fMLLR for speaker adaptation...                           
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 INFO     sat_2 - Iteration 3 of 35                                             
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 INFO     sat_2 - Iteration 4 of 35                                             
 INFO     Calculating fMLLR for speaker adaptation...                           
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 INFO     sat_2 - Iteration 5 of 35                                             
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 INFO     sat_2 - Iteration 6 of 35                                             
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 INFO     sat_2 - Iteration 7 of 35                                             
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 INFO     sat_2 - Iteration 8 of 35                                             
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 INFO     sat_2 - Iteration 9 of 35                                             
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 INFO     sat_2 - Iteration 10 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_2 - Iteration 11 of 35                                            
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 INFO     sat_2 - Iteration 12 of 35                                            
 INFO     Calculating fMLLR for speaker adaptation...                           
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 INFO     sat_2 - Iteration 13 of 35                                            
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 INFO     sat_2 - Iteration 17 of 35                                            
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 INFO     sat_2 - Iteration 20 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_2 - Iteration 30 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_2 - Iteration 35 of 35                                            
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 INFO     Training complete!                                                    
 INFO     Compiling training graphs...                                          
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 INFO     Converting alignments...                                              
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 INFO     sat_3 - Iteration 1 of 35                                             
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 INFO     sat_3 - Iteration 8 of 35                                             
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 INFO     sat_3 - Iteration 9 of 35                                             
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 INFO     sat_3 - Iteration 10 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_3 - Iteration 12 of 35                                            
 INFO     Calculating fMLLR for speaker adaptation...                           
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 INFO     sat_3 - Iteration 13 of 35                                            
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 INFO     sat_3 - Iteration 20 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_3 - Iteration 30 of 35                                            
 INFO     Generating alignments...                                              
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 INFO     sat_3 - Iteration 31 of 35                                            
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 INFO     Training complete!                                                    
 INFO     Exiting training early to save time as the corpus is below the subset 
          size for later training stages                                        
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 INFO     Generating alignments...                                              
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 INFO     Generating alignments...                                              
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 INFO     Finished accumulating transition stats!                               
 INFO     Collecting phone and word alignments from sat_3_ali lattices...       
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 INFO     Beginning phone LM training...                                        
 INFO     Collecting training data...                                           
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 INFO     Training model...                                                     
 INFO     Completed training in 7754.0635895729065 seconds!                     
 INFO     Saved model to all-model                                              
 WARNING  Alignment analysis not available without using postgresql             
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 INFO     Finished exporting TextGrids to /tmp/textgrid-all!                    
 INFO     Done! Everything took 7795.071 seconds                                
/opt/conda/lib/python3.10/site-packages/scipy/__init__.py:146: UserWarning: A NumPy version >=1.16.5 and <1.23.0 is required for this version of SciPy (detected version 1.24.4
  warnings.warn(f"A NumPy version >={np_minversion} and <{np_maxversion}"
 INFO     Training aligner                                                      
 INFO     Calculating alignments...                                             
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 INFO     Best likelihood: -4.57581                                             
 INFO     Completed computing alignments!                                       
 INFO     Encoding the alignments as FSAs                                       
 INFO     Success! FAR path:                                                    
          /tmp/mfa-temp/lexicon-ulster/train_g2p/lexicon-ulster.far; encoder    
          path: /tmp/mfa-temp/lexicon-ulster/train_g2p/lexicon-ulster.enc       
 INFO     Saved model to g2p-ulster                                             
 INFO     Done! Everything took 29.555 seconds                                  
/opt/conda/lib/python3.10/site-packages/scipy/__init__.py:146: UserWarning: A NumPy version >=1.16.5 and <1.23.0 is required for this version of SciPy (detected version 1.24.4
  warnings.warn(f"A NumPy version >={np_minversion} and <{np_maxversion}"
 INFO     Training aligner                                                      
 INFO     Calculating alignments...                                             
 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 249/250  [ 0:00:23 < 0:00:01 , 11 it/s ]
 INFO     Best likelihood: -4.86911                                             
 INFO     Completed computing alignments!                                       
 INFO     Encoding the alignments as FSAs                                       
 INFO     Success! FAR path:                                                    
          /tmp/mfa-temp/lexicon-munster/train_g2p/lexicon-munster.far; encoder  
          path: /tmp/mfa-temp/lexicon-munster/train_g2p/lexicon-munster.enc     
 INFO     Saved model to g2p-munster                                            
 INFO     Done! Everything took 25.841 seconds                                  
/opt/conda/lib/python3.10/site-packages/scipy/__init__.py:146: UserWarning: A NumPy version >=1.16.5 and <1.23.0 is required for this version of SciPy (detected version 1.24.4
  warnings.warn(f"A NumPy version >={np_minversion} and <{np_maxversion}"
 INFO     Training aligner                                                      
 INFO     Calculating alignments...                                             
 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 250/250  [ 0:00:21 < 0:00:00 , 11 it/s ]
 INFO     Best likelihood: -4.7599                                              
 INFO     Completed computing alignments!                                       
 INFO     Encoding the alignments as FSAs                                       
 INFO     Success! FAR path:                                                    
          /tmp/mfa-temp/lexicon-connaught/train_g2p/lexicon-connaught.far;      
          encoder path:                                                         
          /tmp/mfa-temp/lexicon-connaught/train_g2p/lexicon-connaught.enc       
 INFO     Saved model to g2p-connaught                                          
 INFO     Done! Everything took 24.935 seconds                                  
/opt/conda/lib/python3.10/site-packages/scipy/__init__.py:146: UserWarning: A NumPy version >=1.16.5 and <1.23.0 is required for this version of SciPy (detected version 1.24.4
  warnings.warn(f"A NumPy version >={np_minversion} and <{np_maxversion}"
 INFO     Training aligner                                                      
 INFO     Calculating alignments...                                             
 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 250/250  [ 0:01:03 < 0:00:00 , 4 it/s ]
 INFO     Best likelihood: -5.08084                                             
 INFO     Completed computing alignments!                                       
 INFO     Encoding the alignments as FSAs                                       
 INFO     Success! FAR path:                                                    
          /tmp/mfa-temp/lexicon-all/train_g2p/lexicon-all.far; encoder path:    
          /tmp/mfa-temp/lexicon-all/train_g2p/lexicon-all.enc                   
 INFO     Saved model to g2p-all                                                
 INFO     Done! Everything took 67.876 seconds