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roformer/download_checks.json ADDED
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+ "Roformer Model: Karaoke MelBand Roformer | (by aufr33 & viperx)": {"mel_band_roformer_karaoke_aufr33_viperx_sdr_10.1956.ckpt":"https://github.com/TRvlvr/model_repo/releases/download/all_public_uvr_models/mel_band_roformer_karaoke_aufr33_viperx_sdr_10.1956.ckpt",
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+ "MDX23C Model: Phantom Centre extraction | (by wesleyr36)": {"model_mdx23c_ep_271_l1_freq_72.2383.ckpt":"https://github.com/ZFTurbo/Music-Source-Separation-Training/releases/download/v1.0.10/model_mdx23c_ep_271_l1_freq_72.2383.ckpt",
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+ "MDX23C Model VIP: MDX23C_D1581": {"MDX23C_D1581.ckpt":"model_2_stem_061321.yaml"},
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+ "MDX23C Model VIP: MDX23C-InstVoc HQ 2": {"MDX23C-8KFFT-InstVoc_HQ_2.ckpt":"model_2_stem_full_band_8k.yaml"}
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+ },
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+ audio:
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+ chunk_size: 352800
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+ dim_f: 1024
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+ dim_t: 801 # don't work (use in model)
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+ hop_length: 441 # don't work (use in model)
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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: 0.001
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+
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+ dim: 512
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+ depth: 12
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+ stereo: true
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+ freq_transformer_depth: 1
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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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+ - 4096
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+ - 2048
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+ - 1024
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+ - 512
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+ - 256
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+ multi_stft_hop_size: 147
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+ multi_stft_normalized: False
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+
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+ training:
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+ batch_size: 16
104
+ gradient_accumulation_steps: 1
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+ grad_clip: 0
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+ instruments:
107
+ - Vocals
108
+ - Instrumental
109
+ lr: 5.0e-05
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+ patience: 2
111
+ reduce_factor: 0.95
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+ target_instrument: Vocals
113
+ num_epochs: 1000
114
+ num_steps: 1000
115
+ augmentation: false # enable augmentations by audiomentations and pedalboard
116
+ augmentation_type: simple1
117
+ use_mp3_compress: false # Deprecated
118
+ augmentation_mix: true # Mix several stems of the same type with some probability
119
+ augmentation_loudness: true # randomly change loudness of each stem
120
+ augmentation_loudness_type: 1 # Type 1 or 2
121
+ augmentation_loudness_min: 0.5
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+ augmentation_loudness_max: 1.5
123
+ q: 0.95
124
+ coarse_loss_clip: true
125
+ ema_momentum: 0.999
126
+ optimizer: adam
127
+ other_fix: false # it's needed for checking on multisong dataset if other is actually instrumental
128
+ use_amp: true # enable or disable usage of mixed precision (float16) - usually it must be true
129
+
130
+ inference:
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+ batch_size: 1
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+ dim_t: 801
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+ num_overlap: 4