Dzhunkoffski's workspace
Runs
43
Name
34 visualized
State
Notes
User
Tags
Created
Runtime
Sweep
arch_generator.args.D_r
arch_generator.args.h_u
arch_generator.args.in_features
arch_generator.args.k_r
arch_generator.args.k_u
arch_generator.type
arch_mpd.type
arch_msd.type
augmentations.specgtrogram
augmentations.wave
data.train.batch_size
data.train.datasets
data.train.num_workers
data.val.batch_size
data.val.datasets
data.val.num_workers
loss_discriminator.type
loss_generator.args.lambda_fm
loss_generator.args.lambda_mel
loss_generator.args.mel_config.f_max
loss_generator.args.mel_config.f_min
loss_generator.args.mel_config.hop_length
loss_generator.args.mel_config.n_fft
loss_generator.args.mel_config.n_mels
loss_generator.args.mel_config.power
loss_generator.args.mel_config.sample_rate
loss_generator.args.mel_config.win_length
loss_generator.type
lr_scheduler_discriminator.args.anneal_strategy
lr_scheduler_discriminator.args.epochs
lr_scheduler_discriminator.args.gamma
lr_scheduler_discriminator.args.max_lr
lr_scheduler_discriminator.args.pct_start
lr_scheduler_discriminator.args.steps_per_epoch
lr_scheduler_discriminator.type
lr_scheduler_generator.args.anneal_strategy
lr_scheduler_generator.args.epochs
lr_scheduler_generator.args.gamma
lr_scheduler_generator.args.max_lr
lr_scheduler_generator.args.pct_start
lr_scheduler_generator.args.steps_per_epoch
lr_scheduler_generator.type
metrics
n_gpu
Crashed
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dzhunkoffski
11h 51m 4s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
3
[{"args":{"part":"train","n_samples":12031},"type":"LJspeechDataset"}]
2
1
[{"args":{"part":"val","audio_dir":"custom","n_samples":256},"type":"CustomDirAudioDataset"}]
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DLoss
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ExponentialLR
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ExponentialLR
[{"args":{"mel_config":{"power":1,"n_mels":80,"hop_length":256,"win_length":1024,"sample_rate":22050,"f_max":8000,"f_min":0,"n_fft":1024}},"type":"MelMetric"},{"args":{},"type":"FeatureMapMetric"}]
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dzhunkoffski
11h 52m 35s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
3
[{"args":{"part":"train","n_samples":12031},"type":"LJspeechDataset"}]
2
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[{"args":{"part":"val","audio_dir":"custom","n_samples":256},"type":"CustomDirAudioDataset"}]
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ExponentialLR
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ExponentialLR
[{"args":{"mel_config":{"sample_rate":22050,"f_max":8000,"f_min":0,"n_fft":1024,"power":1,"n_mels":80,"hop_length":256,"win_length":1024}},"type":"MelMetric"},{"args":{},"type":"FeatureMapMetric"}]
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dzhunkoffski
11h 51m 10s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
3
[{"args":{"part":"train","n_samples":12031},"type":"LJspeechDataset"}]
2
1
[{"args":{"part":"val","audio_dir":"custom","n_samples":256},"type":"CustomDirAudioDataset"}]
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DLoss
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GLoss
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ExponentialLR
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ExponentialLR
[{"args":{"mel_config":{"n_fft":1024,"power":1,"n_mels":80,"hop_length":256,"win_length":1024,"sample_rate":22050,"f_max":8000,"f_min":0}},"type":"MelMetric"},{"args":{},"type":"FeatureMapMetric"}]
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dzhunkoffski
14m
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
3
[{"args":{"part":"train","n_samples":12031},"type":"LJspeechDataset"}]
2
1
[{"args":{"part":"val","audio_dir":"custom","n_samples":256},"type":"CustomDirAudioDataset"}]
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DLoss
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GLoss
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ExponentialLR
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ExponentialLR
[{"args":{"mel_config":{"win_length":1024,"sample_rate":22050,"f_max":8000,"f_min":0,"n_fft":1024,"power":1,"n_mels":80,"hop_length":256}},"type":"MelMetric"},{"args":{},"type":"FeatureMapMetric"}]
1
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dzhunkoffski
3h 48m 15s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
4
[{"args":{"part":"train","n_samples":8191},"type":"LJspeechDataset"}]
2
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[{"args":{"n_samples":256,"part":"val","audio_dir":"custom"},"type":"CustomDirAudioDataset"}]
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ExponentialLR
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ExponentialLR
[{"args":{"mel_config":{"power":1,"n_mels":80,"hop_length":256,"win_length":1024,"sample_rate":22050,"f_max":8000,"f_min":0,"n_fft":1024}},"type":"MelMetric"},{"args":{},"type":"FeatureMapMetric"}]
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dzhunkoffski
55m 46s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
8
[{"type":"LJspeechDataset","args":{"part":"train","n_samples":8191}}]
4
1
[{"args":{"part":"val","audio_dir":"custom","n_samples":256},"type":"CustomDirAudioDataset"}]
4
DLoss
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GLoss
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ExponentialLR
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ExponentialLR
[{"args":{"mel_config":{"win_length":1024,"sample_rate":22050,"f_max":8000,"f_min":0,"n_fft":1024,"power":1,"n_mels":80,"hop_length":256}},"type":"MelMetric"},{"args":{},"type":"FeatureMapMetric"}]
1
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dzhunkoffski
22m 30s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
4
[{"args":{"part":"train","n_samples":10239},"type":"LJspeechDataset"}]
4
1
[{"args":{"part":"val","audio_dir":"custom","n_samples":256},"type":"CustomDirAudioDataset"}]
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GLoss
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ExponentialLR
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ExponentialLR
[{"args":{"mel_config":{"hop_length":256,"win_length":1024,"sample_rate":22050,"f_max":8000,"f_min":0,"n_fft":1024,"power":1,"n_mels":80}},"type":"MelMetric"},{"type":"FeatureMapMetric","args":{}}]
1
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dzhunkoffski
1m 8s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
4
[{"args":{"part":"train","n_samples":16383},"type":"LJspeechDataset"}]
4
1
[{"args":{"audio_dir":"custom","n_samples":256,"part":"val"},"type":"CustomDirAudioDataset"}]
4
DLoss
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GLoss
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ExponentialLR
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ExponentialLR
[{"args":{"mel_config":{"n_mels":80,"hop_length":256,"win_length":1024,"sample_rate":22050,"f_max":8000,"f_min":0,"n_fft":1024,"power":1}},"type":"MelMetric"},{"args":{},"type":"FeatureMapMetric"}]
1
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dzhunkoffski
1m 53s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
10
[{"args":{"part":"train","n_samples":16383},"type":"LJspeechDataset"}]
4
1
[{"args":{"audio_dir":"custom","n_samples":256,"part":"val"},"type":"CustomDirAudioDataset"}]
4
DLoss
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GLoss
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ExponentialLR
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ExponentialLR
[{"args":{"mel_config":{"sample_rate":22050,"f_max":8000,"f_min":0,"n_fft":1024,"power":1,"n_mels":80,"hop_length":256,"win_length":1024}},"type":"MelMetric"},{"args":{},"type":"FeatureMapMetric"}]
1
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dzhunkoffski
11m 30s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
5
[{"type":"LJspeechDataset","args":{"n_samples":16383,"part":"train"}}]
4
1
[{"args":{"part":"val","audio_dir":"custom","n_samples":256},"type":"CustomDirAudioDataset"}]
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DLoss
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GLoss
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ExponentialLR
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ExponentialLR
[{"args":{"mel_config":{"f_max":8000,"f_min":0,"n_fft":1024,"power":1,"n_mels":80,"hop_length":256,"win_length":1024,"sample_rate":22050}},"type":"MelMetric"},{"type":"FeatureMapMetric","args":{}}]
1
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dzhunkoffski
10m 1s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
3
[{"args":{"part":"train","limit":10,"n_samples":16383},"type":"LJspeechDataset"}]
4
1
[{"args":{"part":"val","audio_dir":"custom","n_samples":256},"type":"CustomDirAudioDataset"}]
4
DLoss
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GLoss
cos
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OneCycleLR
cos
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OneCycleLR
[{"args":{"mel_config":{"f_min":0,"n_fft":1024,"power":1,"n_mels":80,"hop_length":256,"win_length":1024,"sample_rate":22050,"f_max":8000}},"type":"MelMetric"},{"args":{},"type":"FeatureMapMetric"}]
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dzhunkoffski
54s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
3
[{"args":{"part":"train","limit":10,"n_samples":16384},"type":"LJspeechDataset"}]
4
1
[{"args":{"part":"val","audio_dir":"custom","n_samples":256},"type":"CustomDirAudioDataset"}]
4
DLoss
2
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GLoss
cos
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OneCycleLR
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OneCycleLR
[{"args":{"mel_config":{"f_min":0,"n_fft":1024,"power":1,"n_mels":80,"hop_length":256,"win_length":1024,"sample_rate":22050,"f_max":8000}},"type":"MelMetric"},{"args":{},"type":"FeatureMapMetric"}]
1
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dzhunkoffski
57s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
3
[{"type":"LJspeechDataset","args":{"n_samples":16384,"part":"train","limit":10}}]
4
1
[{"type":"CustomDirAudioDataset","args":{"part":"val","audio_dir":"custom","n_samples":256}}]
4
DLoss
2
45
8000
0
256
1024
80
1
22050
1024
GLoss
cos
100
-
0.0003
0.2
10
OneCycleLR
cos
100
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0.0003
0.2
10
OneCycleLR
[{"args":{"mel_config":{"f_max":8000,"f_min":0,"n_fft":1024,"power":1,"n_mels":80,"hop_length":256,"win_length":1024,"sample_rate":22050}},"type":"MelMetric"},{"args":{},"type":"FeatureMapMetric"}]
1
Crashed
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dzhunkoffski
9m 51s
-
[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
3
[{"args":{"n_samples":8191,"part":"train","limit":10},"type":"LJspeechDataset"}]
4
1
[{"args":{"n_samples":256,"part":"val","audio_dir":"custom"},"type":"CustomDirAudioDataset"}]
4
DLoss
2
45
8000
0
256
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22050
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GLoss
cos
100
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0.0003
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OneCycleLR
cos
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0.0003
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OneCycleLR
[{"args":{"mel_config":{"power":1,"n_mels":80,"hop_length":256,"win_length":1024,"sample_rate":22050,"f_max":8000,"f_min":0,"n_fft":1024}},"type":"MelMetric"},{"args":{},"type":"FeatureMapMetric"}]
1
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dzhunkoffski
2m 27s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
3
[{"args":{"part":"train","limit":10,"n_samples":8191},"type":"LJspeechDataset"}]
4
1
[{"args":{"part":"val","audio_dir":"data/datasets/custom","n_samples":256},"type":"CustomDirAudioDataset"}]
4
DLoss
2
45
8000
0
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22050
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GLoss
cos
100
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0.0003
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OneCycleLR
cos
100
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0.0003
0.2
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OneCycleLR
[{"args":{"mel_config":{"f_min":0,"n_fft":1024,"power":1,"n_mels":80,"hop_length":256,"win_length":1024,"sample_rate":22050,"f_max":8000}},"type":"MelMetric"},{"args":{},"type":"FeatureMapMetric"}]
1
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dzhunkoffski
1m 4s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
3
[{"args":{"limit":10,"n_samples":8191,"part":"train"},"type":"LJspeechDataset"}]
4
1
[{"args":{"part":"val","audio_dir":"data/datasets/custom","n_samples":256},"type":"CustomDirAudioDataset"}]
4
DLoss
2
45
8000
0
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22050
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GLoss
cos
100
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0.0003
0.2
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OneCycleLR
cos
100
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0.0003
0.2
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OneCycleLR
[{"args":{"mel_config":{"win_length":1024,"sample_rate":22050,"f_max":8000,"f_min":0,"n_fft":1024,"power":1,"n_mels":80,"hop_length":256}},"type":"MelMetric"},{"args":{},"type":"FeatureMapMetric"}]
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dzhunkoffski
1m 1s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
3
[{"args":{"limit":10,"n_samples":8191,"part":"train"},"type":"LJspeechDataset"}]
4
1
[{"args":{"part":"val","audio_dir":"data/datasets/custom","n_samples":256},"type":"CustomDirAudioDataset"}]
4
DLoss
2
45
8000
0
256
1024
80
1
22050
1024
GLoss
cos
100
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0.0003
0.2
10
OneCycleLR
cos
100
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0.0003
0.2
10
OneCycleLR
[{"args":{"mel_config":{"sample_rate":22050,"f_max":8000,"f_min":0,"n_fft":1024,"power":1,"n_mels":80,"hop_length":256,"win_length":1024}},"type":"MelMetric"},{"args":{},"type":"FeatureMapMetric"}]
1
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dzhunkoffski
56s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
3
[{"args":{"limit":10,"n_samples":8191,"part":"train"},"type":"LJspeechDataset"}]
4
1
[{"args":{"part":"val","audio_dir":"data/datasets/custom","n_samples":256},"type":"CustomDirAudioDataset"}]
4
DLoss
2
45
8000
0
256
1024
80
1
22050
1024
GLoss
cos
100
-
0.0003
0.2
10
OneCycleLR
cos
100
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0.0003
0.2
10
OneCycleLR
[{"args":{"mel_config":{"sample_rate":22050,"f_max":8000,"f_min":0,"n_fft":1024,"power":1,"n_mels":80,"hop_length":256,"win_length":1024}},"type":"MelMetric"},{"args":{},"type":"FeatureMapMetric"}]
1
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dzhunkoffski
51s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
3
[{"args":{"n_samples":8191,"part":"train","limit":10},"type":"LJspeechDataset"}]
4
1
[{"type":"CustomDirAudioDataset","args":{"part":"val","audio_dir":"data/datasets/custom","n_samples":256}}]
4
DLoss
2
45
8000
0
256
1024
80
1
22050
1024
GLoss
cos
100
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0.0003
0.2
10
OneCycleLR
cos
100
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0.0003
0.2
10
OneCycleLR
[{"args":{"mel_config":{"f_min":0,"n_fft":1024,"power":1,"n_mels":80,"hop_length":256,"win_length":1024,"sample_rate":22050,"f_max":8000}},"type":"MelMetric"},{"type":"FeatureMapMetric","args":{}}]
1
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dzhunkoffski
50s
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[[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]],[[1,1],[3,1],[5,1]]]
512
80
[3,7,11]
[16,16,4,4]
Generator
MPD
MSD
[]
[]
3
[{"args":{"limit":10,"n_samples":8191,"part":"train"},"type":"LJspeechDataset"}]
4
1
[{"args":{"part":"val","audio_dir":"data/datasets/custom","n_samples":256},"type":"CustomDirAudioDataset"}]
4
DLoss
2
45
8000
0
256
1024
80
1
22050
1024
GLoss
cos
100
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0.0003
0.2
10
OneCycleLR
cos
100
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0.0003
0.2
10
OneCycleLR
[{"type":"MelMetric","args":{"mel_config":{"n_mels":80,"hop_length":256,"win_length":1024,"sample_rate":22050,"f_max":8000,"f_min":0,"n_fft":1024,"power":1}}},{"args":{},"type":"FeatureMapMetric"}]
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