Upload config_musdb18_mdx23c.yaml.1 with huggingface_hub
Browse files- config_musdb18_mdx23c.yaml.1 +56 -0
config_musdb18_mdx23c.yaml.1
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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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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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training:
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batch_size: 6
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gradient_accumulation_steps: 6
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grad_clip: 0
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instruments:
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- vocals
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- bass
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- drums
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- other
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lr: 5.0e-05
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patience: 3
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reduce_factor: 0.95
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target_instrument: null
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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: simple1
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use_mp3_compress: false # Deprecated
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augmentation_mix: true # Mix several stems of the same type with some probability
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augmentation_loudness: true # randomly change loudness of each stem
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augmentation_loudness_type: 2 # Type 1 or 2
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augmentation_loudness_min: 0.8
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augmentation_loudness_max: 1.2
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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: adam
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other_fix: false # it's needed for checking on multisong dataset if other is actually instrumental
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inference:
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batch_size: 1
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dim_t: 256
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num_overlap: 4
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