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MDX (models)

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  1. .gitattributes +3 -0
  2. models/audio-separation (melmass)/.gitattributes +35 -0
  3. models/audio-separation (melmass)/README.md +3 -0
  4. models/audio-separation (melmass)/model_vocals_mdx23c_sdr_10.17.safetensors +3 -0
  5. models/audio-separation (melmass)/source.txt +1 -0
  6. models/audio-separation-models/.gitattributes +35 -0
  7. models/audio-separation-models/mdx23c-dereverb/config_dereverb_mdx23c.yaml +135 -0
  8. models/audio-separation-models/mdx23c-dereverb/dereverb_mdx23c_sdr_6.9096.ckpt +3 -0
  9. models/audio-separation-models/source.txt +1 -0
  10. models/audio-separator-models/.gitattributes +35 -0
  11. models/audio-separator-models/README.md +3 -0
  12. models/audio-separator-models/mdx-net/Kim_Inst.onnx +3 -0
  13. models/audio-separator-models/mdx-net/Kim_Vocal_1.onnx +3 -0
  14. models/audio-separator-models/mdx-net/Kim_Vocal_2.onnx +3 -0
  15. models/audio-separator-models/mdx-net/Reverb_HQ_By_FoxJoy.onnx +3 -0
  16. models/audio-separator-models/mdx-net/UVR-MDX-NET-Inst_1.onnx +3 -0
  17. models/audio-separator-models/mdx-net/UVR-MDX-NET-Inst_2.onnx +3 -0
  18. models/audio-separator-models/mdx-net/UVR-MDX-NET-Inst_3.onnx +3 -0
  19. models/audio-separator-models/mdx-net/UVR-MDX-NET-Inst_HQ_1.onnx +3 -0
  20. models/audio-separator-models/mdx-net/UVR-MDX-NET-Inst_HQ_2.onnx +3 -0
  21. models/audio-separator-models/mdx-net/UVR-MDX-NET-Inst_HQ_3.onnx +3 -0
  22. models/audio-separator-models/mdx-net/UVR-MDX-NET-Inst_HQ_4.onnx +3 -0
  23. models/audio-separator-models/mdx-net/UVR-MDX-NET-Inst_HQ_5.onnx +3 -0
  24. models/audio-separator-models/mdx-net/UVR-MDX-NET-Inst_Main.onnx +3 -0
  25. models/audio-separator-models/mdx-net/UVR-MDX-NET-Inst_full_292.onnx +3 -0
  26. models/audio-separator-models/mdx-net/UVR-MDX-NET-Voc_FT.onnx +3 -0
  27. models/audio-separator-models/mdx-net/UVR-MDX-NET_Crowd_HQ_1.onnx +3 -0
  28. models/audio-separator-models/mdx-net/UVR-MDX-NET_Inst_187_beta.onnx +3 -0
  29. models/audio-separator-models/mdx-net/UVR-MDX-NET_Inst_82_beta.onnx +3 -0
  30. models/audio-separator-models/mdx-net/UVR-MDX-NET_Inst_90_beta.onnx +3 -0
  31. models/audio-separator-models/mdx-net/UVR-MDX-NET_Main_340.onnx +3 -0
  32. models/audio-separator-models/mdx-net/UVR-MDX-NET_Main_390.onnx +3 -0
  33. models/audio-separator-models/mdx-net/UVR-MDX-NET_Main_406.onnx +3 -0
  34. models/audio-separator-models/mdx-net/UVR-MDX-NET_Main_427.onnx +3 -0
  35. models/audio-separator-models/mdx-net/UVR-MDX-NET_Main_438.onnx +3 -0
  36. models/audio-separator-models/mdx-net/UVR_MDXNET_1_9703.onnx +3 -0
  37. models/audio-separator-models/mdx-net/UVR_MDXNET_2_9682.onnx +3 -0
  38. models/audio-separator-models/mdx-net/UVR_MDXNET_3_9662.onnx +3 -0
  39. models/audio-separator-models/mdx-net/UVR_MDXNET_9482.onnx +3 -0
  40. models/audio-separator-models/mdx-net/UVR_MDXNET_KARA.onnx +3 -0
  41. models/audio-separator-models/mdx-net/UVR_MDXNET_KARA_2.onnx +3 -0
  42. models/audio-separator-models/mdx-net/UVR_MDXNET_Main.onnx +3 -0
  43. models/audio-separator-models/mdx-net/kuielab_a_bass.onnx +3 -0
  44. models/audio-separator-models/mdx-net/kuielab_a_drums.onnx +3 -0
  45. models/audio-separator-models/mdx-net/kuielab_a_other.onnx +3 -0
  46. models/audio-separator-models/mdx-net/kuielab_a_vocals.onnx +3 -0
  47. models/audio-separator-models/mdx-net/kuielab_b_bass.onnx +3 -0
  48. models/audio-separator-models/mdx-net/kuielab_b_drums.onnx +3 -0
  49. models/audio-separator-models/mdx-net/kuielab_b_other.onnx +3 -0
  50. models/audio-separator-models/mdx-net/kuielab_b_vocals.onnx +3 -0
.gitattributes CHANGED
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  KUIELab-MDX-Net.[[:space:]]A[[:space:]]Two-Stream[[:space:]]Neural[[:space:]]Network[[:space:]]for[[:space:]]Music[[:space:]]Demixing.pdf filter=lfs diff=lfs merge=lfs -text
 
 
 
 
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models/audio-separation (melmass)/.gitattributes ADDED
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models/audio-separation (melmass)/README.md ADDED
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+ ---
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+ ---
models/audio-separation (melmass)/model_vocals_mdx23c_sdr_10.17.safetensors ADDED
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models/audio-separation (melmass)/source.txt ADDED
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models/audio-separation-models/mdx23c-dereverb/config_dereverb_mdx23c.yaml ADDED
@@ -0,0 +1,135 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ audio:
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+ chunk_size: 261120
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+ dim_f: 4096
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+ dim_t: 256
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+ hop_length: 1024
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+ n_fft: 8192
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+ num_channels: 2
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+ sample_rate: 44100
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+ min_mean_abs: 0.001
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+
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+ model:
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+ act: gelu
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+ bottleneck_factor: 4
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+ growth: 128
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+ norm: InstanceNorm
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+ num_blocks_per_scale: 2
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+ num_channels: 128
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+ num_scales: 5
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+ num_subbands: 4
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+ scale:
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+ - 2
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+ - 2
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+
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+ training:
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+ batch_size: 2
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+ gradient_accumulation_steps: 1
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+ grad_clip: 0
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+ instruments:
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+ - dry
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+ - other
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+ lr: 1.0e-06
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+ patience: 4
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+ reduce_factor: 0.93
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+ target_instrument: null
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+ num_epochs: 40
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+ num_steps: 1000
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+ q: 0.95
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+ coarse_loss_clip: true
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+ ema_momentum: 0.999
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+ optimizer: adamw
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+ read_metadata_procs: 8 # Number of processes to use during metadata reading for dataset. Can speed up metadata generation
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+ other_fix: false # it's needed for checking on multisong dataset if other is actually instrumental
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+ use_amp: true # enable or disable usage of mixed precision (float16) - usually it must be true
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+
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+ augmentations:
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+ enable: false # enable or disable all augmentations (to fast disable if needed)
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+ loudness: true # randomly change loudness of each stem on the range (loudness_min; loudness_max)
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+ loudness_min: 0.5
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+ loudness_max: 1.5
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+ mixup: true # mix several stems of same type with some probability (only works for dataset types: 1, 2, 3)
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+ mixup_probs: !!python/tuple # 2 additional stems of the same type (1st with prob 0.2, 2nd with prob 0.02)
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+ - 0.2
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+ - 0.02
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+ mixup_loudness_min: 0.5
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+ mixup_loudness_max: 1.5
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+
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+ all:
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+ channel_shuffle: 0.5 # Set 0 or lower to disable
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+ random_inverse: 0.05 # inverse track (better lower probability)
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+ random_polarity: 0.5 # polarity change (multiply waveform to -1)
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+
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+ # pedalboard chorus block
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+ pedalboard_chorus: 0.001
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+ pedalboard_chorus_rate_hz_min: 1.0
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+ pedalboard_chorus_rate_hz_max: 7.0
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+ pedalboard_chorus_depth_min: 0.25
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+ pedalboard_chorus_depth_max: 0.95
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+ pedalboard_chorus_centre_delay_ms_min: 3
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+ pedalboard_chorus_centre_delay_ms_max: 10
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+ pedalboard_chorus_feedback_min: 0.0
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+ pedalboard_chorus_feedback_max: 0.01
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+ pedalboard_chorus_mix_min: 0.1
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+ pedalboard_chorus_mix_max: 0.9
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+
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+ # pedalboard phazer block
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+ pedalboard_phazer: 0.001
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+ pedalboard_phazer_rate_hz_min: 1.0
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+ pedalboard_phazer_rate_hz_max: 10.0
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+ pedalboard_phazer_depth_min: 0.25
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+ pedalboard_phazer_depth_max: 0.95
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+ pedalboard_phazer_centre_frequency_hz_min: 200
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+ pedalboard_phazer_centre_frequency_hz_max: 12000
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+ pedalboard_phazer_feedback_min: 0.0
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+ pedalboard_phazer_feedback_max: 0.5
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+ pedalboard_phazer_mix_min: 0.1
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+ pedalboard_phazer_mix_max: 0.9
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+
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+ # pedalboard pitch shift block
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+ pedalboard_pitch_shift: 0.01
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+ pedalboard_pitch_shift_semitones_min: -7
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+ pedalboard_pitch_shift_semitones_max: 7
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+
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+ # pedalboard resample block
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+ pedalboard_resample: 0.001
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+ pedalboard_resample_target_sample_rate_min: 4000
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+ pedalboard_resample_target_sample_rate_max: 44100
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+
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+ mp3_compression_min_bitrate: 32
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+ mp3_compression_max_bitrate: 320
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+ mp3_compression_backend: "lameenc"
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+
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+ dry:
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+ # pedalboard distortion block
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+ pedalboard_distortion: 0.001
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+ pedalboard_distortion_drive_db_min: 1.0
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+ pedalboard_distortion_drive_db_max: 25.0
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+
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+ tanh_distortion: 0.05
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+ tanh_distortion_min: 0.1
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+ tanh_distortion_max: 0.7
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+ # pedalboard bitcrash block
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+ pedalboard_bitcrash: 0.005
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+ pedalboard_bitcrash_bit_depth_min: 4
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+ pedalboard_bitcrash_bit_depth_max: 16
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+
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+ seven_band_parametric_eq: 0.24
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+ seven_band_parametric_eq_min_gain_db: -9
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+ seven_band_parametric_eq_max_gain_db: 9
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+
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+ gaussian_noise: 0.005
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+ gaussian_noise_min_amplitude: 0.001
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+ gaussian_noise_max_amplitude: 0.01
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+
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+ time_stretch: 0.01
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+ time_stretch_min_rate: 0.8
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+ time_stretch_max_rate: 1.25
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+ other:
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+ seven_band_parametric_eq: 0.24
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+ seven_band_parametric_eq_min_gain_db: -9
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+ seven_band_parametric_eq_max_gain_db: 9
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+
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+ inference:
133
+ batch_size: 2
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+ dim_t: 256
135
+ num_overlap: 4
models/audio-separation-models/mdx23c-dereverb/dereverb_mdx23c_sdr_6.9096.ckpt ADDED
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