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speech_gen_baselines

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  1. vocoder/balacoon/daps_celeb/metrics.yaml +16 -0
  2. vocoder/balacoon/daps_celeb/wav/config.yaml +162 -0
  3. vocoder/balacoon/daps_celeb/wav/f10_script1_ipadflat_confroom1_0004.wav +3 -0
  4. vocoder/balacoon/daps_celeb/wav/f10_script1_ipadflat_confroom1_0012.wav +3 -0
  5. vocoder/balacoon/daps_celeb/wav/f10_script2_ipad_bedroom1_0006.wav +3 -0
  6. vocoder/balacoon/daps_celeb/wav/f10_script2_ipad_bedroom1_0008.wav +3 -0
  7. vocoder/balacoon/daps_celeb/wav/f10_script2_iphone_livingroom1_0006.wav +3 -0
  8. vocoder/balacoon/daps_celeb/wav/f10_script2_iphone_livingroom1_0011.wav +3 -0
  9. vocoder/balacoon/daps_celeb/wav/f10_script2_iphone_livingroom1_0017.wav +3 -0
  10. vocoder/balacoon/daps_celeb/wav/f10_script3_iphone_balcony1_0004.wav +3 -0
  11. vocoder/balacoon/daps_celeb/wav/f10_script4_ipad_balcony1_0004.wav +3 -0
  12. vocoder/balacoon/daps_celeb/wav/f10_script4_ipadflat_office1_0000.wav +3 -0
  13. vocoder/balacoon/daps_celeb/wav/f1_script1_ipad_livingroom1_0012.wav +3 -0
  14. vocoder/balacoon/daps_celeb/wav/f1_script2_ipadflat_office1_0014.wav +3 -0
  15. vocoder/balacoon/daps_celeb/wav/f1_script2_iphone_balcony1_0012.wav +3 -0
  16. vocoder/balacoon/daps_celeb/wav/f1_script2_iphone_balcony1_0015.wav +3 -0
  17. vocoder/balacoon/daps_celeb/wav/f1_script3_iphone_livingroom1_0013.wav +3 -0
  18. vocoder/balacoon/daps_celeb/wav/f1_script3_iphone_livingroom1_0015.wav +3 -0
  19. vocoder/balacoon/daps_celeb/wav/f2_script1_ipad_livingroom1_0006.wav +3 -0
  20. vocoder/balacoon/daps_celeb/wav/f2_script1_ipad_livingroom1_0012.wav +3 -0
  21. vocoder/balacoon/daps_celeb/wav/f2_script2_ipad_balcony1_0007.wav +3 -0
  22. vocoder/balacoon/daps_celeb/wav/f2_script2_ipad_balcony1_0014.wav +3 -0
  23. vocoder/balacoon/daps_celeb/wav/f2_script2_ipad_balcony1_0017.wav +3 -0
  24. vocoder/balacoon/daps_celeb/wav/f2_script2_ipad_office1_0002.wav +3 -0
  25. vocoder/balacoon/daps_celeb/wav/f2_script2_ipad_office1_0004.wav +3 -0
  26. vocoder/balacoon/daps_celeb/wav/f2_script2_ipadflat_office1_0009.wav +3 -0
  27. vocoder/balacoon/daps_celeb/wav/f2_script2_ipadflat_office1_0010.wav +3 -0
  28. vocoder/balacoon/daps_celeb/wav/f3_script1_iphone_livingroom1_0004.wav +3 -0
  29. vocoder/balacoon/daps_celeb/wav/f3_script1_iphone_livingroom1_0005.wav +3 -0
  30. vocoder/balacoon/daps_celeb/wav/f3_script1_iphone_livingroom1_0009.wav +3 -0
  31. vocoder/balacoon/daps_celeb/wav/f3_script1_iphone_livingroom1_0013.wav +3 -0
  32. vocoder/balacoon/daps_celeb/wav/f3_script4_ipad_office1_0003.wav +3 -0
  33. vocoder/balacoon/daps_celeb/wav/f4_script2_ipad_bedroom1_0007.wav +3 -0
  34. vocoder/balacoon/daps_celeb/wav/f4_script2_ipad_bedroom1_0011.wav +3 -0
  35. vocoder/balacoon/daps_celeb/wav/f4_script2_ipad_bedroom1_0012.wav +3 -0
  36. vocoder/balacoon/daps_celeb/wav/f4_script2_iphone_bedroom1_0009.wav +3 -0
  37. vocoder/balacoon/daps_celeb/wav/f4_script2_iphone_bedroom1_0010.wav +3 -0
  38. vocoder/balacoon/daps_celeb/wav/f4_script2_iphone_bedroom1_0013.wav +3 -0
  39. vocoder/balacoon/daps_celeb/wav/f4_script2_iphone_bedroom1_0018.wav +3 -0
  40. vocoder/balacoon/daps_celeb/wav/f4_script5_ipad_bedroom1_0007.wav +3 -0
  41. vocoder/balacoon/daps_celeb/wav/f5_script2_ipadflat_office1_0006.wav +3 -0
  42. vocoder/balacoon/daps_celeb/wav/f5_script4_iphone_livingroom1_0005.wav +3 -0
  43. vocoder/balacoon/daps_celeb/wav/f5_script5_iphone_bedroom1_0005.wav +3 -0
  44. vocoder/balacoon/daps_celeb/wav/f5_script5_iphone_bedroom1_0007.wav +3 -0
  45. vocoder/balacoon/daps_celeb/wav/f5_script5_iphone_bedroom1_0013.wav +3 -0
  46. vocoder/balacoon/daps_celeb/wav/f5_script5_iphone_bedroom1_0014.wav +3 -0
  47. vocoder/balacoon/daps_celeb/wav/f5_script5_iphone_bedroom1_0018.wav +3 -0
  48. vocoder/balacoon/daps_celeb/wav/f5_script5_iphone_bedroom1_0022.wav +3 -0
  49. vocoder/balacoon/daps_celeb/wav/f6_script2_ipad_office1_0000.wav +3 -0
  50. vocoder/balacoon/daps_celeb/wav/f6_script2_ipad_office1_0013.wav +3 -0
vocoder/balacoon/daps_celeb/metrics.yaml ADDED
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+ metrics:
2
+ whisperv3_cer: 0.10523089567316747
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+ utmos_mos: 2.0395521152013156
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+ aesthetics_enjoyment: 3.897593370202122
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+ aesthetics_usefullness: 3.70343349536979
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+ aesthetics_complexity: 2.474505830280574
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+ aesthetics_quality: 4.428482874458682
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+ redimnet_secs: 0.6184777608156172
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+ f0_fine_errors: 0.04179878654790864
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+ f0_gross_errors: 0.02915313916837831
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+ f0_correlation: 0.8948258571700503
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+ jitter: 0.025203250231595038
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+ shimmer: 1.2776240774327736
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+ model_name: balacoon/vq4_50fps_24khz_vocoder
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+ dataset: balacoon/speech_gen_eval_testsets/daps_celeb
16
+ link: https://huggingface.co/balacoon/vq4_50fps_24khz_vocoder
vocoder/balacoon/daps_celeb/wav/config.yaml ADDED
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+ data:
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+ locations:
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+ tokens_dir:
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+ - /home/clement/workspace/voice_building/speech_gen_eval/notebooks/balacoon_vocoder/daps_celeb/tokens/
5
+ test_txt: /home/clement/workspace/voice_building/speech_gen_eval/notebooks/speech_gen_eval_testsets/daps_celeb/test
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+ dataset:
7
+ loaders:
8
+ - cls: borysthenes.data.loaders.npz_loader.NpzLoader
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+ locations:
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+ - /home/clement/workspace/voice_building/speech_gen_eval/notebooks/balacoon_vocoder/daps_celeb/tokens/
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+ name: acoustic_tokens_npz
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+ processors:
13
+ - cls: borysthenes.data.processors.npz_stream_processor.NpzStreamProcessor
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+ name: acoustic_tokens
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+ loader: acoustic_tokens_npz
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+ type: int32
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+ axis: 1
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+ seq_len:
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+ cls: borysthenes.data.seq_len_readers.npz_shape_reader.NpzShapeReader
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+ locations:
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+ - /home/clement/workspace/voice_building/speech_gen_eval/notebooks/balacoon_vocoder/daps_celeb/tokens/
22
+ stream: acoustic_tokens
23
+ axis: 1
24
+ batch_size: 4
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+ num_workers: 4
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+ model:
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+ cls: borysthenes.nn.models.vocode.vq_gan_vocoder.VQGANVocoder
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+ vocoder:
29
+ cls: borysthenes.nn.models.vocode.gan_vocoder.GANVocoder
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+ generator:
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+ cls: borysthenes.nn.blocks.gan.hifigan_generator.HiFiGANGenerator
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+ inputs:
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+ - vocoder_condition
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+ outputs:
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+ - pred_wav
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+ input_dim: 192
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+ cond_input_dim: -1
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+ channels: 1024
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+ kernel: 7
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+ residual_kernels:
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+ - 3
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+ - 7
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+ - 11
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+ residual_dilations:
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+ - - 1
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+ - 3
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+ - 5
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+ - - 1
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+ - 3
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+ - 5
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+ - - 1
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+ - 3
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+ - 5
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+ upsampling:
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+ - 5
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+ - 4
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+ - 3
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+ - 2
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+ - 2
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+ - 2
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+ without_padding: false
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+ with_pqmf: false
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+ simple_residual_block: false
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+ discriminator:
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+ cls: borysthenes.nn.blocks.gan.multi_discriminator.MultiDiscriminator
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+ periods:
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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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+ scales:
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+ - 1
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+ - 2
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+ bands:
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+ - 512
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+ - 1024
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+ - 2048
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+ cqt_hop_lengths:
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+ - 512
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+ - 256
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+ - 256
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+ cqtd_n_octaves:
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+ - 6
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+ - 6
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+ - 6
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+ cqtd_bins_per_octaves:
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+ - 24
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+ - 36
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+ - 48
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+ power_loss:
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+ cls: borysthenes.nn.losses.power_loss.PowerLoss
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+ window_sizes:
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+ - 512
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+ - 1024
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+ - 2048
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+ hop_sizes:
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+ - 128
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+ - 256
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+ - 512
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+ multi_band: false
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+ power_loss_weight: 45
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+ sampling_rate: 24000
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+ acoustic:
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+ cls: borysthenes.nn.models.vocode.vq_gan_vocoder.VQVocoderLatent
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+ encoder:
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+ cls: borysthenes.nn.blocks.encoders.reference.fine_spectral_encoder.FineSpecralEncoder
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+ inputs: []
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+ outputs: []
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+ in_channels: 513
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+ out_channels: 192
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+ hidden_channels: 192
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+ kernel_size: 5
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+ dilation_rate: 1
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+ n_layers: 16
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+ without_padding: false
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+ vq:
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+ cls: borysthenes.nn.blocks.vq.residual_vector_quantizer.ResidualVectorQuantizer
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+ inputs: []
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+ outputs: []
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+ dim: 192
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+ codebook_dim: 64
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+ codebook_size: 2048
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+ out_dim: 192
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+ decay: 0.99
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+ eps: 1.0e-05
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+ commitment_weight: 1.0
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+ sample_codebook_temp: 0.0
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+ aggregate_loss: false
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+ use_kmeans_init: true
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+ threshold_ema_dead_code: 2
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+ orthogonal_regularization_weight: 10.0
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+ num_books: 4
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+ emb:
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+ cls: borysthenes.nn.blocks.encoders.reference.spectral_encoder.GlobalVAESpectrogramEncoder
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+ inputs:
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+ - melspectrogram
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+ outputs:
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+ - global_z
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+ - global_mu
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+ - global_log_var
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+ dimension: 128
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+ input_dim: 513
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+ conv_channels:
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+ - 512
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+ - 512
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+ - 512
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+ - 256
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+ - 256
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+ - 256
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+ conv_width: 3
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+ conv_stride: 2
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+ summarize_with: attention
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+ with_emb: false
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+ global_kld_loss:
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+ cls: borysthenes.nn.losses.dist.VAEKLDLoss
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+ inputs:
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+ - global_mu
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+ - global_log_var
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+ outputs:
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+ - kld
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+ weight: 0.001
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