Delete models/Roformer/MelBand/by_Aname

models/Roformer/MelBand/by_Aname/config_melband_roformer_vocals_test_by_aname.yaml

@@ -1,208 +0,0 @@
-audio:
-  chunk_size: 661500
-  dim_f: 1024
-  dim_t: 1101
-  hop_length: 441
-  n_fft: 2048
-  num_channels: 2
-  sample_rate: 44100
-  min_mean_abs: 0.001
-
-model:
-  dim: 512
-  depth: 8
-  stereo: true
-  num_stems: 1
-  time_transformer_depth: 1
-  freq_transformer_depth: 1
-  num_bands: 60
-  dim_head: 64
-  heads: 12
-  attn_dropout: 0
-  ff_dropout: 0
-  flash_attn: True
-  dim_freqs_in: 1025
-  sample_rate: 44100  # needed for mel filter bank from librosa
-  stft_n_fft: 2048
-  stft_hop_length: 441
-  stft_win_length: 2048
-  stft_normalized: False
-  mask_estimator_depth: 3
-  multi_stft_resolution_loss_weight: 1.0
-  multi_stft_resolutions_window_sizes: !!python/tuple
-  - 4096
-  - 2048
-  - 1024
-  - 512
-  - 256
-  multi_stft_hop_size: 147
-  multi_stft_normalized: False
-
-training:
-  batch_size: 1
-  gradient_accumulation_steps: 2
-  grad_clip: 0
-  instruments:
-  - vocals
-  - instruments
-  lr: 1.0
-  patience: 2
-  reduce_factor: 0.9999999
-  target_instrument: vocals
-  num_epochs: 100000
-  num_steps: 10
-  augmentation: false # enable augmentations by audiomentations and pedalboard
-  augmentation_type: true
-  use_mp3_compress: false # Deprecated
-  augmentation_mix: true # Mix several stems of the same type with some probability
-  augmentation_loudness: true # randomly change loudness of each stem
-  augmentation_loudness_type: 1 # Type 1 or 2
-  augmentation_loudness_min: 0.25
-  augmentation_loudness_max: 1
-  q: 0.99
-  coarse_loss_clip: false
-  ema_momentum: 0.9995
-  optimizer: prodigy
-  other_fix: true # it's needed for checking on multisong dataset if other is actually instrumental
-  use_amp: true # enable or disable usage of mixed precision (float16) - usually it must be true
-
-augmentations:
-  enable: true # enable or disable all augmentations (to fast disable if needed)
-  loudness: true # randomly change loudness of each stem on the range (loudness_min; loudness_max)
-  loudness_min: 0.01
-  loudness_max: 1.5
-  mixup: true # mix several stems of same type with some probability (only works for dataset types: 1, 2, 3)
-  mixup_probs: !!python/tuple # 2 additional stems of the same type (1st with prob 0.2, 2nd with prob 0.02)
-    - 1
-    - 0.1
-  mixup_loudness_min: 0.25
-  mixup_loudness_max: 1
-
-  # apply mp3 compression to mixture only (emulate downloading mp3 from internet)
-  mp3_compression_on_mixture: 0
-  mp3_compression_on_mixture_bitrate_min: 32
-  mp3_compression_on_mixture_bitrate_max: 320
-  mp3_compression_on_mixture_backend: "lameenc"
-
-  all:
-    channel_shuffle: 0.5 # Set 0 or lower to disable
-    random_inverse: 0.1 # inverse track (better lower probability)
-    random_polarity: 0.5 # polarity change (multiply waveform to -1)
-    mp3_compression: 0.01
-    mp3_compression_min_bitrate: 32
-    mp3_compression_max_bitrate: 320
-    mp3_compression_backend: "lameenc"
-
-    # pedalboard reverb block
-    pedalboard_reverb: 0.7
-    pedalboard_reverb_room_size_min: 0.4
-    pedalboard_reverb_room_size_max: 0.9
-    pedalboard_reverb_damping_min: 0.3
-    pedalboard_reverb_damping_max: 0.9
-    pedalboard_reverb_wet_level_min: 0.4
-    pedalboard_reverb_wet_level_max: 0.9
-    pedalboard_reverb_dry_level_min: 0.1
-    pedalboard_reverb_dry_level_max: 0.9
-    pedalboard_reverb_width_min: 0.9
-    pedalboard_reverb_width_max: 1.0
-
-    # pedalboard chorus block
-    pedalboard_chorus: 0.3
-    pedalboard_chorus_rate_hz_min: 1.0
-    pedalboard_chorus_rate_hz_max: 7.0
-    pedalboard_chorus_depth_min: 0.25
-    pedalboard_chorus_depth_max: 0.95
-    pedalboard_chorus_centre_delay_ms_min: 3
-    pedalboard_chorus_centre_delay_ms_max: 10
-    pedalboard_chorus_feedback_min: 0.0
-    pedalboard_chorus_feedback_max: 0.5
-    pedalboard_chorus_mix_min: 0.1
-    pedalboard_chorus_mix_max: 0.9
-
-    # pedalboard phazer block
-    pedalboard_phazer: 0.2
-    pedalboard_phazer_rate_hz_min: 1.0
-    pedalboard_phazer_rate_hz_max: 10.0
-    pedalboard_phazer_depth_min: 0.25
-    pedalboard_phazer_depth_max: 0.95
-    pedalboard_phazer_centre_frequency_hz_min: 200
-    pedalboard_phazer_centre_frequency_hz_max: 12000
-    pedalboard_phazer_feedback_min: 0.0
-    pedalboard_phazer_feedback_max: 0.5
-    pedalboard_phazer_mix_min: 0.1
-    pedalboard_phazer_mix_max: 0.9
-
-    # pedalboard distortion block
-    pedalboard_distortion: 0.2
-    pedalboard_distortion_drive_db_min: 1.0
-    pedalboard_distortion_drive_db_max: 12 
-
-    # pedalboard pitch shift block
-    pedalboard_pitch_shift: 0
-    pedalboard_pitch_shift_semitones_min: -7
-    pedalboard_pitch_shift_semitones_max: 7
-
-    # pedalboard resample block
-    pedalboard_resample: 0.3
-    pedalboard_resample_target_sample_rate_min: 8000
-    pedalboard_resample_target_sample_rate_max: 44100
-
-    # pedalboard bitcrash block
-    pedalboard_bitcrash: 0.1
-    pedalboard_bitcrash_bit_depth_min: 8
-    pedalboard_bitcrash_bit_depth_max: 16
-
-    # pedalboard mp3 compressor block
-    pedalboard_mp3_compressor: 0
-    pedalboard_mp3_compressor_pedalboard_mp3_compressor_min: 0
-    pedalboard_mp3_compressor_pedalboard_mp3_compressor_max: 9.999
-
-  vocals:
-    pitch_shift: 0.7
-    pitch_shift_min_semitones: -6
-    pitch_shift_max_semitones: 6
-    seven_band_parametric_eq: 0.45
-    seven_band_parametric_eq_min_gain_db: -80
-    seven_band_parametric_eq_max_gain_db: 3
-    tanh_distortion: 0.3
-    tanh_distortion_min: 0.01
-    tanh_distortion_max: 0.7
-  other:
-    pitch_shift: 0.5
-    pitch_shift_min_semitones: -12
-    pitch_shift_max_semitones: 12
-    gaussian_noise: 0.5
-    gaussian_noise_min_amplitude: 0.01
-    gaussian_noise_max_amplitude: 0.5
-    time_stretch: 0.2
-    time_stretch_min_rate: 0.125
-    time_stretch_max_rate: 1.0
-
-loss_multistft:
-  fft_sizes:
-  - 1024
-  - 2048
-  - 4096
-  hop_sizes:
-  - 512
-  - 1024
-  - 2048
-  win_lengths:
-  - 1024
-  - 2048
-  - 4096
-  window: "hann_window"
-  scale: "mel"
-  n_bins: 128
-  sample_rate: 44100
-  perceptual_weighting: true
-  w_sc: 3.0
-  w_log_mag: 3.0
-  w_lin_mag: 2.0
-  w_phs: 3.0
-  mag_distance: "L1"
-
-inference:
-  batch_size: 4
-  dim_t: 1101
-  num_overlap: 4

models/Roformer/MelBand/by_Aname/melband_roformer_kim_vocals_fullness_v1_by_aname.ckpt

@@ -1,3 +0,0 @@
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models/Roformer/MelBand/by_Aname/melband_roformer_kim_vocals_fullness_v2_by_aname.ckpt

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models/Roformer/MelBand/by_Aname/melband_roformer_kim_vocals_v1_by_aname.ckpt

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models/Roformer/MelBand/by_Aname/melband_roformer_kim_vocals_v2_by_aname.ckpt

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models/Roformer/MelBand/by_Aname/melband_roformer_kim_vocals_v3_by_aname.ckpt

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models/Roformer/MelBand/by_Aname/melband_roformer_vocals_bleedness_by_aname.ckpt

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