Upload config_wavlm.yaml
Browse files- config_wavlm.yaml +137 -0
config_wavlm.yaml
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generator:
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name: SoundStream
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config:
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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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- 1
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- 1.5
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- 2
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- 4
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ratios:
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- 8
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- 5
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- 4
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- 2
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sample_rate: 16000
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bins: 1024
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semantic_techer: wavlm_base_plus
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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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- 64
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- 128
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- 256
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- 512
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- 1024
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hidden_channels:
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- 64
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- 128
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- 256
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- 512
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- 512
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- 512
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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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- 3
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- 5
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- 7
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- 11
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period_kernel_size: 5
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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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pool_kernel_size: 4
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pool_stride: 2
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optimizer:
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g:
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name: AdamW
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config:
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lr: 0.0002
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betas:
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- 0.8
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- 0.99
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eps: 1.0e-06
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d:
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name: AdamW
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config:
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lr: 0.0002
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betas:
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- 0.8
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- 0.99
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eps: 1.0e-06
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lr_scheduler:
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g:
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name: ExponentialLR
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config:
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gamma: 0.999
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d:
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name: ExponentialLR
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config:
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gamma: 0.999
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criterion:
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g_criterion:
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name: losses.generator_loss.GeneratorSTFTLoss
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config:
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use_mel_loss: false
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adv_criterion: MSEGLoss
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mel_loss_weight: 45
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use_feature_match: true
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feat_match_loss_weight: 20
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use_full_stft_loss: true
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use_sub_stft_loss: true
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full_stft_loss_weight: 1
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sub_stft_loss_weight: 1
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mel_scale_loss:
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sampling_rate: 16000
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n_fft: 1024
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num_mels: 80
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hop_size: 160
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win_size: 800
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fmin: 0
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full_multi_scale_stft_loss:
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fft_sizes:
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- 512
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- 1024
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- 2048
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win_sizes:
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- 480
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- 960
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- 1200
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hop_sizes:
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- 120
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- 240
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- 300
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sub_multi_scale_stft_loss:
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num_bands: 6
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fft_sizes:
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- 128
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- 256
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- 256
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win_sizes:
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- 80
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- 120
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- 200
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hop_sizes:
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- 20
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- 40
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- 50
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d_criterion:
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name: losses.discriminator_loss.MSEDiscriminatorLoss
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config: null
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commit_loss_weight: 1.0
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codebook_loss_weight: 100
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audio_norm_scale: 0.95
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