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Browse files- BS-Roformer-Revive/.gitattributes +35 -0
- BS-Roformer-Revive/README.md +4 -0
- BS-Roformer-Revive/bs_roformer_revive3e.ckpt +3 -0
- BS-Roformer-Revive/config.yaml +134 -0
- mel-band-roformer-karaoke/.gitattributes +35 -0
- mel-band-roformer-karaoke/config_karaoke_becruily.yaml +72 -0
- mel-band-roformer-karaoke/mel_band_roformer_karaoke_becruily.ckpt +3 -0
- mel1/config_melbandroformer_inst.yaml +51 -0
- mel1/config_melbandroformer_inst_v2.yaml +51 -0
- mel1/inst_v1e_plus.ckpt +3 -0
- mel2/big_beta6x.ckpt +3 -0
- mel2/big_beta6x.yaml +72 -0
BS-Roformer-Revive/.gitattributes
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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BS-Roformer-Revive/README.md
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This is a fine-tuning of the Viperx 1297 model.<br>
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Revive 2 has the highest Bleedless score of all currently existing vocal models.
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Revive 3e takes the opposite approach of 2, pushing Fullness to the absolute maximum.
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BS-Roformer-Revive/bs_roformer_revive3e.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1b0751b9a15c591407c3b77f08eb4ad3005e42e96051f3f2b39760f1130c467b
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size 639326600
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BS-Roformer-Revive/config.yaml
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audio:
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chunk_size: 485100 #352800 #485100
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dim_f: 1024
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dim_t: 1101
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hop_length: 441
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n_fft: 2048
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num_channels: 2
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sample_rate: 44100
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min_mean_abs: 0.
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model:
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dim: 512
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depth: 12
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stereo: true
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num_stems: 1
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time_transformer_depth: 1
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freq_transformer_depth: 1
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linear_transformer_depth: 0
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freqs_per_bands: !!python/tuple
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- 2
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dim_head: 64
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heads: 8
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attn_dropout: 0.
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ff_dropout: 0.
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flash_attn: true
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dim_freqs_in: 1025
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stft_n_fft: 2048
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stft_hop_length: 441
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stft_win_length: 2048
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stft_normalized: false
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mask_estimator_depth: 2
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multi_stft_resolution_loss_weight: 1.0
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multi_stft_resolutions_window_sizes: !!python/tuple
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multi_stft_hop_size: 147
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multi_stft_normalized: False
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training:
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batch_size: 1
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gradient_accumulation_steps: 1
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grad_clip: 0
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instruments:
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- vocals
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- other
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lr: 1.0e-05
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patience: 2
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reduce_factor: 0.95
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target_instrument: vocals
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num_epochs: 1000
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num_steps: 1000
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augmentation: false # enable augmentations by audiomentations and pedalboard
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augmentation_type: null
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use_mp3_compress: false # Deprecated
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augmentation_mix: false # Mix several stems of the same type with some probability
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augmentation_loudness: false # randomly change loudness of each stem
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augmentation_loudness_type: 1 # Type 1 or 2
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augmentation_loudness_min: 0
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augmentation_loudness_max: 0
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q: 0.95
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coarse_loss_clip: false
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ema_momentum: 0.999
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optimizer: adam
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other_fix: true # 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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inference:
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batch_size: 8
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dim_t: 1101
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num_overlap: 8
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mel-band-roformer-karaoke/.gitattributes
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*.7z filter=lfs diff=lfs merge=lfs -text
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*.arrow filter=lfs diff=lfs merge=lfs -text
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*.bin filter=lfs diff=lfs merge=lfs -text
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*.bz2 filter=lfs diff=lfs merge=lfs -text
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*.ckpt filter=lfs diff=lfs merge=lfs -text
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*.ftz filter=lfs diff=lfs merge=lfs -text
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*.gz filter=lfs diff=lfs merge=lfs -text
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*.h5 filter=lfs diff=lfs merge=lfs -text
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*.joblib filter=lfs diff=lfs merge=lfs -text
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*.lfs.* filter=lfs diff=lfs merge=lfs -text
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*.mlmodel filter=lfs diff=lfs merge=lfs -text
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*.model filter=lfs diff=lfs merge=lfs -text
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*.msgpack filter=lfs diff=lfs merge=lfs -text
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*.npy filter=lfs diff=lfs merge=lfs -text
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*.npz filter=lfs diff=lfs merge=lfs -text
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*.onnx filter=lfs diff=lfs merge=lfs -text
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*.ot filter=lfs diff=lfs merge=lfs -text
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*.parquet filter=lfs diff=lfs merge=lfs -text
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*.pb filter=lfs diff=lfs merge=lfs -text
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*.pickle filter=lfs diff=lfs merge=lfs -text
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*.pkl filter=lfs diff=lfs merge=lfs -text
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*.pt filter=lfs diff=lfs merge=lfs -text
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*.pth filter=lfs diff=lfs merge=lfs -text
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*.rar filter=lfs diff=lfs merge=lfs -text
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*.safetensors filter=lfs diff=lfs merge=lfs -text
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.tar.* filter=lfs diff=lfs merge=lfs -text
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*.tar filter=lfs diff=lfs merge=lfs -text
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*.tflite filter=lfs diff=lfs merge=lfs -text
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*.tgz filter=lfs diff=lfs merge=lfs -text
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*.wasm filter=lfs diff=lfs merge=lfs -text
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*.xz filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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mel-band-roformer-karaoke/config_karaoke_becruily.yaml
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audio:
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chunk_size: 485100
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dim_f: 1024
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dim_t: 256
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hop_length: 441
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n_fft: 2048
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num_channels: 2
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sample_rate: 44100
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min_mean_abs: 0.000
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model:
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dim: 384
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depth: 6
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stereo: true
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num_stems: 2
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time_transformer_depth: 1
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freq_transformer_depth: 1
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num_bands: 60
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dim_head: 64
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heads: 8
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attn_dropout: 0
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ff_dropout: 0
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flash_attn: true
|
| 24 |
+
dim_freqs_in: 1025
|
| 25 |
+
sample_rate: 44100 # needed for mel filter bank from librosa
|
| 26 |
+
stft_n_fft: 2048
|
| 27 |
+
stft_hop_length: 441
|
| 28 |
+
stft_win_length: 2048
|
| 29 |
+
stft_normalized: false
|
| 30 |
+
mask_estimator_depth: 2
|
| 31 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 32 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 33 |
+
- 4096
|
| 34 |
+
- 2048
|
| 35 |
+
- 1024
|
| 36 |
+
- 512
|
| 37 |
+
- 256
|
| 38 |
+
multi_stft_hop_size: 147
|
| 39 |
+
multi_stft_normalized: false
|
| 40 |
+
|
| 41 |
+
training:
|
| 42 |
+
batch_size: 1
|
| 43 |
+
gradient_accumulation_steps: 1
|
| 44 |
+
grad_clip: 0
|
| 45 |
+
instruments:
|
| 46 |
+
- Vocals
|
| 47 |
+
- Instrumental
|
| 48 |
+
lr: 0.0005
|
| 49 |
+
patience: 2
|
| 50 |
+
reduce_factor: 0.95
|
| 51 |
+
target_instrument: null
|
| 52 |
+
num_epochs: 1000
|
| 53 |
+
num_steps: 1000
|
| 54 |
+
augmentation: false # enable augmentations by audiomentations and pedalboard
|
| 55 |
+
augmentation_type:
|
| 56 |
+
use_mp3_compress: false # Deprecated
|
| 57 |
+
augmentation_mix: false # Mix several stems of the same type with some probability
|
| 58 |
+
augmentation_loudness: false # randomly change loudness of each stem
|
| 59 |
+
augmentation_loudness_type: 1 # Type 1 or 2
|
| 60 |
+
augmentation_loudness_min: 0
|
| 61 |
+
augmentation_loudness_max: 0
|
| 62 |
+
q: 0.95
|
| 63 |
+
coarse_loss_clip: false
|
| 64 |
+
ema_momentum: 0.999
|
| 65 |
+
optimizer: adamw
|
| 66 |
+
other_fix: false # it's needed for checking on multisong dataset if other is actually instrumental
|
| 67 |
+
use_amp: true # enable or disable usage of mixed precision (float16) - usually it must be true
|
| 68 |
+
|
| 69 |
+
inference:
|
| 70 |
+
batch_size: 1
|
| 71 |
+
dim_t: 1101
|
| 72 |
+
num_overlap: 8
|
mel-band-roformer-karaoke/mel_band_roformer_karaoke_becruily.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d3aa262ac01df870b9fc033e9c7b6cad33fe04fc9c148b6c40841326a515a0e0
|
| 3 |
+
size 1719139254
|
mel1/config_melbandroformer_inst.yaml
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 485100
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 1101
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 0.000
|
| 10 |
+
|
| 11 |
+
model:
|
| 12 |
+
dim: 384
|
| 13 |
+
depth: 6
|
| 14 |
+
stereo: true
|
| 15 |
+
num_stems: 1
|
| 16 |
+
time_transformer_depth: 1
|
| 17 |
+
freq_transformer_depth: 1
|
| 18 |
+
num_bands: 60
|
| 19 |
+
dim_head: 64
|
| 20 |
+
heads: 8
|
| 21 |
+
attn_dropout: 0
|
| 22 |
+
ff_dropout: 0
|
| 23 |
+
flash_attn: True
|
| 24 |
+
dim_freqs_in: 1025
|
| 25 |
+
sample_rate: 44100 # needed for mel filter bank from librosa
|
| 26 |
+
stft_n_fft: 2048
|
| 27 |
+
stft_hop_length: 441
|
| 28 |
+
stft_win_length: 2048
|
| 29 |
+
stft_normalized: False
|
| 30 |
+
mask_estimator_depth: 2
|
| 31 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 32 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 33 |
+
- 4096
|
| 34 |
+
- 2048
|
| 35 |
+
- 1024
|
| 36 |
+
- 512
|
| 37 |
+
- 256
|
| 38 |
+
multi_stft_hop_size: 147
|
| 39 |
+
multi_stft_normalized: False
|
| 40 |
+
|
| 41 |
+
training:
|
| 42 |
+
instruments:
|
| 43 |
+
- other
|
| 44 |
+
- vocals
|
| 45 |
+
target_instrument: other
|
| 46 |
+
use_amp: True
|
| 47 |
+
|
| 48 |
+
inference:
|
| 49 |
+
batch_size: 8
|
| 50 |
+
dim_t: 1101
|
| 51 |
+
num_overlap: 4
|
mel1/config_melbandroformer_inst_v2.yaml
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 485100
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 1101
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 0.000
|
| 10 |
+
|
| 11 |
+
model:
|
| 12 |
+
dim: 384
|
| 13 |
+
depth: 12
|
| 14 |
+
stereo: true
|
| 15 |
+
num_stems: 1
|
| 16 |
+
time_transformer_depth: 1
|
| 17 |
+
freq_transformer_depth: 1
|
| 18 |
+
num_bands: 60
|
| 19 |
+
dim_head: 64
|
| 20 |
+
heads: 8
|
| 21 |
+
attn_dropout: 0
|
| 22 |
+
ff_dropout: 0
|
| 23 |
+
flash_attn: True
|
| 24 |
+
dim_freqs_in: 1025
|
| 25 |
+
sample_rate: 44100 # needed for mel filter bank from librosa
|
| 26 |
+
stft_n_fft: 2048
|
| 27 |
+
stft_hop_length: 441
|
| 28 |
+
stft_win_length: 2048
|
| 29 |
+
stft_normalized: False
|
| 30 |
+
mask_estimator_depth: 3
|
| 31 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 32 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 33 |
+
- 4096
|
| 34 |
+
- 2048
|
| 35 |
+
- 1024
|
| 36 |
+
- 512
|
| 37 |
+
- 256
|
| 38 |
+
multi_stft_hop_size: 147
|
| 39 |
+
multi_stft_normalized: False
|
| 40 |
+
|
| 41 |
+
training:
|
| 42 |
+
instruments:
|
| 43 |
+
- other
|
| 44 |
+
- vocals
|
| 45 |
+
target_instrument: other
|
| 46 |
+
use_amp: True
|
| 47 |
+
|
| 48 |
+
inference:
|
| 49 |
+
batch_size: 1
|
| 50 |
+
dim_t: 1101
|
| 51 |
+
num_overlap: 2
|
mel1/inst_v1e_plus.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6a4ddba739f0352407fb6e18b29206b82318ec427fe37fcedb0f83241e4e15fb
|
| 3 |
+
size 913090472
|
mel2/big_beta6x.ckpt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e16d702f4e20f13d60b293541c1dea75cb4414a5846b36780e28ef70352a4e5c
|
| 3 |
+
size 1708527586
|
mel2/big_beta6x.yaml
ADDED
|
@@ -0,0 +1,72 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
audio:
|
| 2 |
+
chunk_size: 529200
|
| 3 |
+
dim_f: 1024
|
| 4 |
+
dim_t: 256
|
| 5 |
+
hop_length: 441
|
| 6 |
+
n_fft: 2048
|
| 7 |
+
num_channels: 2
|
| 8 |
+
sample_rate: 44100
|
| 9 |
+
min_mean_abs: 0.000
|
| 10 |
+
|
| 11 |
+
model:
|
| 12 |
+
dim: 512
|
| 13 |
+
depth: 12
|
| 14 |
+
stereo: true
|
| 15 |
+
num_stems: 1
|
| 16 |
+
time_transformer_depth: 1
|
| 17 |
+
freq_transformer_depth: 1
|
| 18 |
+
num_bands: 60
|
| 19 |
+
dim_head: 64
|
| 20 |
+
heads: 8
|
| 21 |
+
attn_dropout: 0
|
| 22 |
+
ff_dropout: 0
|
| 23 |
+
flash_attn: True
|
| 24 |
+
dim_freqs_in: 1025
|
| 25 |
+
sample_rate: 44100 # needed for mel filter bank from librosa
|
| 26 |
+
stft_n_fft: 2048
|
| 27 |
+
stft_hop_length: 441
|
| 28 |
+
stft_win_length: 2048
|
| 29 |
+
stft_normalized: False
|
| 30 |
+
mask_estimator_depth: 2
|
| 31 |
+
multi_stft_resolution_loss_weight: 1.0
|
| 32 |
+
multi_stft_resolutions_window_sizes: !!python/tuple
|
| 33 |
+
- 4096
|
| 34 |
+
- 2048
|
| 35 |
+
- 1024
|
| 36 |
+
- 512
|
| 37 |
+
- 256
|
| 38 |
+
multi_stft_hop_size: 147
|
| 39 |
+
multi_stft_normalized: False
|
| 40 |
+
|
| 41 |
+
training:
|
| 42 |
+
batch_size: 1
|
| 43 |
+
gradient_accumulation_steps: 1
|
| 44 |
+
grad_clip: 0
|
| 45 |
+
instruments:
|
| 46 |
+
- vocals
|
| 47 |
+
- other
|
| 48 |
+
lr: 1.0e-05
|
| 49 |
+
patience: 2
|
| 50 |
+
reduce_factor: 0.95
|
| 51 |
+
target_instrument: vocals
|
| 52 |
+
num_epochs: 1000
|
| 53 |
+
num_steps: 1000
|
| 54 |
+
augmentation: false # enable augmentations by audiomentations and pedalboard
|
| 55 |
+
augmentation_type: null
|
| 56 |
+
use_mp3_compress: false # Deprecated
|
| 57 |
+
augmentation_mix: false # Mix several stems of the same type with some probability
|
| 58 |
+
augmentation_loudness: false # randomly change loudness of each stem
|
| 59 |
+
augmentation_loudness_type: 1 # Type 1 or 2
|
| 60 |
+
augmentation_loudness_min: 0
|
| 61 |
+
augmentation_loudness_max: 0
|
| 62 |
+
q: 0.95
|
| 63 |
+
coarse_loss_clip: false
|
| 64 |
+
ema_momentum: 0.999
|
| 65 |
+
optimizer: adam
|
| 66 |
+
other_fix: true # it's needed for checking on multisong dataset if other is actually instrumental
|
| 67 |
+
use_amp: true # enable or disable usage of mixed precision (float16) - usually it must be true
|
| 68 |
+
|
| 69 |
+
inference:
|
| 70 |
+
batch_size: 8
|
| 71 |
+
dim_t: 1201
|
| 72 |
+
num_overlap: 8
|