Upload config_wavlm.yaml
Browse files- config_wavlm.yaml +137 -0
config_wavlm.yaml
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| 1 |
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generator:
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| 2 |
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name: SoundStream
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| 3 |
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config:
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| 4 |
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n_filters: 32
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D: 256
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target_bandwidths:
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- 0.5
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| 8 |
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- 1
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| 9 |
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- 1.5
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| 10 |
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- 2
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| 11 |
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- 4
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| 12 |
+
ratios:
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| 13 |
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- 8
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| 14 |
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- 5
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| 15 |
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- 4
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| 16 |
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- 2
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| 17 |
+
sample_rate: 16000
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+
bins: 1024
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+
semantic_techer: wavlm_base_plus
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| 20 |
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d_list:
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- mfd
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mfd:
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name: MultiFrequencyDiscriminator
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config:
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hop_lengths:
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- 32
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| 27 |
+
- 64
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| 28 |
+
- 128
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| 29 |
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- 256
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| 30 |
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- 512
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| 31 |
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- 1024
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| 32 |
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hidden_channels:
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- 64
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| 34 |
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- 128
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| 35 |
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- 256
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| 36 |
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- 512
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| 37 |
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- 512
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| 38 |
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- 512
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| 39 |
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domain: double
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mel_scale: true
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sample_rate: 16000
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mpd:
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name: MultiPeriodDiscriminator
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config:
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period_sizes:
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- 2
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| 47 |
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- 3
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| 48 |
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- 5
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| 49 |
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- 7
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| 50 |
+
- 11
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| 51 |
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period_kernel_size: 5
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| 52 |
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msd:
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name: MultiScaleDiscriminator
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config:
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num_scales: 3
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| 56 |
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pool_kernel_size: 4
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| 57 |
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pool_stride: 2
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| 58 |
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optimizer:
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| 59 |
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g:
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| 60 |
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name: AdamW
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| 61 |
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config:
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| 62 |
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lr: 0.0002
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| 63 |
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betas:
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| 64 |
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- 0.8
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| 65 |
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- 0.99
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| 66 |
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eps: 1.0e-06
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| 67 |
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d:
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| 68 |
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name: AdamW
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| 69 |
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config:
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| 70 |
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lr: 0.0002
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| 71 |
+
betas:
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| 72 |
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- 0.8
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| 73 |
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- 0.99
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| 74 |
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eps: 1.0e-06
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| 75 |
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lr_scheduler:
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| 76 |
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g:
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| 77 |
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name: ExponentialLR
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| 78 |
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config:
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| 79 |
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gamma: 0.999
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| 80 |
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d:
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| 81 |
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name: ExponentialLR
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| 82 |
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config:
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| 83 |
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gamma: 0.999
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| 84 |
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criterion:
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| 85 |
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g_criterion:
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| 86 |
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name: losses.generator_loss.GeneratorSTFTLoss
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| 87 |
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config:
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| 88 |
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use_mel_loss: false
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| 89 |
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adv_criterion: MSEGLoss
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| 90 |
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mel_loss_weight: 45
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| 91 |
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use_feature_match: true
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| 92 |
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feat_match_loss_weight: 20
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| 93 |
+
use_full_stft_loss: true
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| 94 |
+
use_sub_stft_loss: true
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| 95 |
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full_stft_loss_weight: 1
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| 96 |
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sub_stft_loss_weight: 1
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| 97 |
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mel_scale_loss:
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| 98 |
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sampling_rate: 16000
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| 99 |
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n_fft: 1024
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| 100 |
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num_mels: 80
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| 101 |
+
hop_size: 160
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| 102 |
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win_size: 800
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| 103 |
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fmin: 0
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| 104 |
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full_multi_scale_stft_loss:
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| 105 |
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fft_sizes:
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| 106 |
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- 512
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| 107 |
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- 1024
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| 108 |
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- 2048
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| 109 |
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win_sizes:
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| 110 |
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- 480
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| 111 |
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- 960
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| 112 |
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- 1200
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| 113 |
+
hop_sizes:
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| 114 |
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- 120
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| 115 |
+
- 240
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| 116 |
+
- 300
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| 117 |
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sub_multi_scale_stft_loss:
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| 118 |
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num_bands: 6
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| 119 |
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fft_sizes:
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| 120 |
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- 128
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| 121 |
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- 256
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| 122 |
+
- 256
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| 123 |
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win_sizes:
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| 124 |
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- 80
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| 125 |
+
- 120
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| 126 |
+
- 200
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| 127 |
+
hop_sizes:
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| 128 |
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- 20
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| 129 |
+
- 40
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| 130 |
+
- 50
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| 131 |
+
d_criterion:
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| 132 |
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name: losses.discriminator_loss.MSEDiscriminatorLoss
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| 133 |
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config: null
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| 134 |
+
commit_loss_weight: 1.0
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| 135 |
+
codebook_loss_weight: 100
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| 136 |
+
audio_norm_scale: 0.95
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| 137 |
+
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