Skip to content

Lachesis #61

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 3 commits into from
Jun 25, 2021
Merged

Lachesis #61

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
31ace3a
added tsespine2net result
jesus-villalba Jun 17, 2021
296cc1d
added results res2net+swa in voxceleb v1.1
jesus-villalba Jun 19, 2021
6a2678f
fixed make_voxceleb2cat.pl
jesus-villalba Jun 25, 2021
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 2 additions & 2 deletions egs/chime5_spkdet/v1/local/make_voxceleb2cat.pl
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -58,15 +58,15 @@

foreach (@rec_dirs) {
my $rec_id = $_;
my $file_list = "$out_dir/lists_cat/$rec_id.txt";
my $utt_id = "$spkr_id-$rec_id";
my $file_list = "$out_dir/lists_cat/$utt_id.txt";
if (system("find $dataset_path/$spkr_id/$rec_id -name \"*.m4a\" -printf \"file %p\\n\" > $file_list") != 0){
die "Error creating $file_list";
}
my $wav = "ffmpeg -v 8 -f concat -safe 0 -i $file_list -f wav -acodec pcm_s16le -|";
if($fs == 8){
$wav = $wav." sox -t wav - -t wav -r 8k - |"
}
my $utt_id = "$spkr_id-$rec_id";
print WAV "$utt_id", " $wav", "\n";
print SPKR "$utt_id", " $spkr_id", "\n";
}
Expand Down
4 changes: 2 additions & 2 deletions egs/sre18/v1.8k/local/make_voxceleb2cat.pl
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -58,15 +58,15 @@

foreach (@rec_dirs) {
my $rec_id = $_;
my $file_list = "$out_dir/lists_cat/$rec_id.txt";
my $utt_id = "$spkr_id-$rec_id";
my $file_list = "$out_dir/lists_cat/$utt_id.txt";
if (system("find $dataset_path/$spkr_id/$rec_id -name \"*.m4a\" -printf \"file %p\\n\" > $file_list") != 0){
die "Error creating $file_list";
}
my $wav = "ffmpeg -v 8 -f concat -safe 0 -i $file_list -f wav -acodec pcm_s16le -|";
if($fs == 8){
$wav = $wav." sox -t wav - -t wav -r 8k - |"
}
my $utt_id = "$spkr_id-$rec_id";
print WAV "$utt_id", " $wav", "\n";
print SPKR "$utt_id", " $spkr_id", "\n";
}
Expand Down
4 changes: 2 additions & 2 deletions egs/sre19-cmn2/v1/local/make_voxceleb2cat.pl
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -58,15 +58,15 @@

foreach (@rec_dirs) {
my $rec_id = $_;
my $file_list = "$out_dir/lists_cat/$rec_id.txt";
my $utt_id = "$spkr_id-$rec_id";
my $file_list = "$out_dir/lists_cat/$utt_id.txt";
if (system("find $dataset_path/$spkr_id/$rec_id -name \"*.m4a\" -printf \"file %p\\n\" > $file_list") != 0){
die "Error creating $file_list";
}
my $wav = "ffmpeg -v 8 -f concat -safe 0 -i $file_list -f wav -acodec pcm_s16le -|";
if($fs == 8){
$wav = $wav." sox -t wav - -t wav -r 8k - |"
}
my $utt_id = "$spkr_id-$rec_id";
print WAV "$utt_id", " $wav", "\n";
print SPKR "$utt_id", " $spkr_id", "\n";
}
Expand Down
4 changes: 2 additions & 2 deletions egs/voices_challenge/v1/local/make_voxceleb2cat.pl
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -58,15 +58,15 @@

foreach (@rec_dirs) {
my $rec_id = $_;
my $file_list = "$out_dir/lists_cat/$rec_id.txt";
my $utt_id = "$spkr_id-$rec_id";
my $file_list = "$out_dir/lists_cat/$utt_id.txt";
if (system("find $dataset_path/$spkr_id/$rec_id -name \"*.m4a\" -printf \"file %p\\n\" > $file_list") != 0){
die "Error creating $file_list";
}
my $wav = "ffmpeg -v 8 -f concat -safe 0 -i $file_list -f wav -acodec pcm_s16le -|";
if($fs == 8){
$wav = $wav." sox -t wav - -t wav -r 8k - |"
}
my $utt_id = "$spkr_id-$rec_id";
print WAV "$utt_id", " $wav", "\n";
print SPKR "$utt_id", " $spkr_id", "\n";
}
Expand Down
4 changes: 2 additions & 2 deletions egs/voxceleb/adv.v2/local/make_voxceleb2cat.pl
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -58,15 +58,15 @@

foreach (@rec_dirs) {
my $rec_id = $_;
my $file_list = "$out_dir/lists_cat/$rec_id.txt";
my $utt_id = "$spkr_id-$rec_id";
my $file_list = "$out_dir/lists_cat/$utt_id.txt";
if (system("find $dataset_path/$spkr_id/$rec_id -name \"*.m4a\" -printf \"file %p\\n\" > $file_list") != 0){
die "Error creating $file_list";
}
my $wav = "ffmpeg -v 8 -f concat -safe 0 -i $file_list -f wav -acodec pcm_s16le -|";
if($fs == 8){
$wav = $wav." sox -t wav - -t wav -r 8k - |"
}
my $utt_id = "$spkr_id-$rec_id";
print WAV "$utt_id", " $wav", "\n";
print SPKR "$utt_id", " $spkr_id", "\n";
}
Expand Down
10 changes: 9 additions & 1 deletion egs/voxceleb/v1.1/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -116,10 +116,13 @@ run_040_eval_be.sh --config-file config_fbank80_stmn_resnet34_arcs30m0.3_adam_lr
| | | | Cosine | 0.96 | 0.065 | 0.110 |
| config_fbank80_stmn_res2net50w26s8_arcs30m0.3_adam_lr0.05_amp.v1.sh | Res2Net50 width=26x8 | ArcFace s=30/m=0.3 | PLDA | 1.04 | 0.071 | 0.118 |
| | | | Cosine | 0.93 | 0.067 | 0.108 |
| config_fbank80_stmn_res2net50w26s8_arcs30m0.3_adam_lr0.05_amp.v1_swa.sh | Res2Net50 width=26x8 | + SWA | PLDA | 0.90 | 0.067 | 0.118 |
| | | | Cosine | 0.85 | 0.060 | 0.094 |
| config_fbank80_stmn_spinenet49s_arcs30m0.3_adam_lr0.05_amp.v1.sh | SpineNet49S | ArcFace s=30/m=0.3 | PLDA | 1.44 | 0.102 | 0.169 |
| | | | Cosine | 1.29 | 0.084 | 0.140 |
| config_fbank80_stmn_spinenet49_arcs30m0.3_adam_lr0.05_amp.v1.sh | SpineNet49 | ArcFace s=30/m=0.3 | Cosine | 1.12 | 0.071 | 0.116 |
| config_fbank80_stmn_spine2net49_arcs30m0.3_adam_lr0.05_amp.v1.sh | Spine2Net49 | ArcFace s=30/m=0.3 | Cosine | 1.05 | 0.074 | 0.116 |
| config_fbank80_stmn_tsespine2net49_arcs30m0.3_adam_lr0.05_amp.v1.sh | Spine2Net49 | ArcFace s=30/m=0.3 | Cosine | 1.09 | 0.081 | 0.150 |


### VoxCeleb 1 Entire-Clean trial list
Expand Down Expand Up @@ -153,10 +156,13 @@ run_040_eval_be.sh --config-file config_fbank80_stmn_resnet34_arcs30m0.3_adam_lr
| | | | Cosine | 1.05 | 0.069 | 0.121 |
| config_fbank80_stmn_res2net50w26s8_arcs30m0.3_adam_lr0.05_amp.v1.sh | Res2Net50 width=26x8 | ArcFace s=30/m=0.3 | PLDA | 1.18 | 0.075 | 0.131 |
| | | | Cosine | 0.98 | 0.063 | 0.110 |
| config_fbank80_stmn_res2net50w26s8_arcs30m0.3_adam_lr0.05_amp_swa.v1.sh | Res2Net50 width=26x8 | + SWA | PLDA | 1.17 | 0.072 | 0.123 |
| | | | Cosine | 0.94 | 0.061 | 0.107 |
| config_fbank80_stmn_spinenet49s_arcs30m0.3_adam_lr0.05_amp.v1.sh | SpineNet49S | ArcFace s=30/m=0.3 | PLDA | 1.56 | 0.095 | 0.166 |
| | | | Cosine | 1.27 | 0.079 | 0.142 |
| config_fbank80_stmn_spinenet49_arcs30m0.3_adam_lr0.05_amp.v1.sh | SpineNet49 | ArcFace s=30/m=0.3 | Cosine | 1.19 | 0.077 | 0.137 |
| config_fbank80_stmn_spine2net49_arcs30m0.3_adam_lr0.05_amp.v1.sh | Spine2Net49 | ArcFace s=30/m=0.3 | Cosine | 1.12 | 0.073 | 0.129 |
| config_fbank80_stmn_tsespine2net49_arcs30m0.3_adam_lr0.05_amp.v1.sh | TSE-Spine2Net49 | ArcFace s=30/m=0.3 | Cosine | 1.05 | 0.068 | 0.120 |


### VoxCeleb 1 Hard-Clean trial list
Expand Down Expand Up @@ -190,8 +196,10 @@ run_040_eval_be.sh --config-file config_fbank80_stmn_resnet34_arcs30m0.3_adam_lr
| | | | Cosine | 1.99 | 0.119 | 0.196 |
| config_fbank80_stmn_res2net50w26s8_arcs30m0.3_adam_lr0.05_amp.v1.sh | Res2Net50 width=26x8 | ArcFace s=30/m=0.3 | PLDA | 2.18 | 0.127 | 0.211 |
| | | | Cosine | 1.89 | 0.112 | 0.184 |
| config_fbank80_stmn_res2net50w26s8_arcs30m0.3_adam_lr0.05_amp.v1_swa.sh | Res2Net50 width=26x8 | + SWA | PLDA | 2.14 | 0.125 | 0.209 |
| | | | Cosine | 1.84 | 0.110 | 0.186 |
| config_fbank80_stmn_spinenet49s_arcs30m0.3_adam_lr0.05_amp.v1.sh | SpineNet49S | ArcFace s=30/m=0.3 | PLDA | 2.78 | 0.156 | 0.252 |
| | | | Cosine | 2.26 | 0.134 | 0.214 |
| config_fbank80_stmn_spinenet49_arcs30m0.3_adam_lr0.05_amp.v1.sh | SpineNet49 | ArcFace s=30/m=0.3 | Cosine | 2.24 | 0.134 | 0.221 |
| config_fbank80_stmn_spine2net49_arcs30m0.3_adam_lr0.05_amp.v1.sh | Spine2Net49 | ArcFace s=30/m=0.3 | Cosine | 2.20 | 0.132 | 0.219 |

| config_fbank80_stmn_tsespine2net49_arcs30m0.3_adam_lr0.05_amp.v1.sh | Spine2Net49 | ArcFace s=30/m=0.3 | Cosine | 2.02 | 0.123 | 0.203 |
56 changes: 56 additions & 0 deletions .../v1.1/global_conf/config_fbank80_stmn_res2net50w26s8_arcs30m0.3_adam_lr0.05_amp_swa.v1.sh
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,56 @@
# Res2Net50 w26s8 x-vector with mixed precision training

# acoustic features
feat_config=conf/fbank80_stmn_16k.yaml
feat_type=fbank80_stmn

#vad
vad_config=conf/vad_16k.yaml

# x-vector training
nnet_data=voxceleb2cat_train
nnet_num_augs=6
aug_opt="--train-aug-cfg conf/reverb_noise_aug.yaml --val-aug-cfg conf/reverb_noise_aug.yaml"

batch_size_1gpu=24
eff_batch_size=512 # effective batch size
ipe=$nnet_num_augs
min_chunk=4
max_chunk=4
lr=0.05

nnet_type=res2net50
dropout=0
embed_dim=256
width_factor=3.25
scale=8
ws_tag=w26s8

s=30
margin_warmup=20
margin=0.3

nnet_opt="--resnet-type $nnet_type --in-feats 80 --in-channels 1 --in-kernel-size 3 --in-stride 1 --no-maxpool --res2net-width-factor $width_factor --res2net-scale $scale"

opt_opt="--optim.opt-type adam --optim.lr $lr --optim.beta1 0.9 --optim.beta2 0.95 --optim.weight-decay 1e-5 --optim.amsgrad --use-amp --swa-start 70 --swa-lr 1e-3 --swa-anneal-epochs 5"
lrs_opt="--lrsched.lrsch-type exp_lr --lrsched.decay-rate 0.5 --lrsched.decay-steps 8000 --lrsched.hold-steps 40000 --lrsched.min-lr 1e-5 --lrsched.warmup-steps 1000 --lrsched.update-lr-on-opt-step"

nnet_name=${feat_type}_${nnet_type}${ws_tag}_e${embed_dim}_arcs${s}m${margin}_do${dropout}_adam_lr${lr}_b${eff_batch_size}_amp_swa.v1
nnet_num_epochs=90
nnet_dir=exp/xvector_nnets/$nnet_name
nnet=$nnet_dir/swa_model_ep0091.pth


# back-end
plda_aug_config=conf/reverb_noise_aug.yaml
plda_num_augs=6
if [ $plda_num_augs -eq 0 ]; then
plda_data=voxceleb2cat_train
else
plda_data=voxceleb2cat_train_augx${plda_num_augs}
fi
plda_type=splda
lda_dim=200
plda_y_dim=150
plda_z_dim=200

4 changes: 2 additions & 2 deletions egs/voxceleb/v1/local/make_voxceleb2cat.pl
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -58,15 +58,15 @@

foreach (@rec_dirs) {
my $rec_id = $_;
my $file_list = "$out_dir/lists_cat/$rec_id.txt";
my $utt_id = "$spkr_id-$rec_id";
my $file_list = "$out_dir/lists_cat/$utt_id.txt";
if (system("find $dataset_path/$spkr_id/$rec_id -name \"*.m4a\" -printf \"file %p\\n\" > $file_list") != 0){
die "Error creating $file_list";
}
my $wav = "ffmpeg -v 8 -f concat -safe 0 -i $file_list -f wav -acodec pcm_s16le -|";
if($fs == 8){
$wav = $wav." sox -t wav - -t wav -r 8k - |"
}
my $utt_id = "$spkr_id-$rec_id";
print WAV "$utt_id", " $wav", "\n";
print SPKR "$utt_id", " $spkr_id", "\n";
}
Expand Down
2 changes: 1 addition & 1 deletion hyp_utils/xvectors/extract_xvectors_from_wav.sh
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -90,7 +90,7 @@ if [ $stage -le 0 ];then
--part-idx JOB --num-parts $nj \
--input $data_dir/wav.scp \
--model-path $nnet_file --chunk-length $chunk_length \
--output ark,scp:$output_dir/xvector.JOB.ark,$output_dir/xvector.JOB.scp || exit 1;
--output ark,scp:$output_dir/xvector.JOB.ark,$output_dir/xvector.JOB.scp
set -e
fi

Expand Down