Upload scnet/scnet_mid_side2_gilliaaan_config.yaml with huggingface_hub
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scnet/scnet_mid_side2_gilliaaan_config.yaml
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audio:
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chunk_size: 176400
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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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sources: ['center', 'wide']
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audio_channels: 2
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dims: [4, 64, 128, 256]
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nfft: 4096
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hop_size: 1024
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win_size: 4096
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normalized: True
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band_SR: [0.230, 0.370, 0.400]
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band_stride: [1, 4, 4]
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band_kernel: [3, 4, 4]
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conv_depths: [3, 3, 3]
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compress: 4
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conv_kernel: 3
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num_dplayer: 8
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expand: 1
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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: ['center', 'wide']
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patience: 2
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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: 3000
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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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normalize: false
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other_fix: false
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use_amp: true
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optimizer: adamw_adv
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lr: 5.0e-04
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optimizer:
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weight_decay: 0.01
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nesterov: true
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betas: [0.95, 0.999]
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cautious_wd: true
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fisher_wd: true
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centered_wd: 0.01
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centered_wd_mode: full
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augmentations:
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enable: true
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loudness: true
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loudness_min: 0.1
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loudness_max: 1.5
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all:
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channel_shuffle: 0.5
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random_inverse: 0.25
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random_polarity: 0.5
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mid:
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seven_band_parametric_eq: 1
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seven_band_parametric_eq_min_gain_db: -12
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seven_band_parametric_eq_max_gain_db: 12
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side:
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seven_band_parametric_eq: 1
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seven_band_parametric_eq_min_gain_db: -12
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seven_band_parametric_eq_max_gain_db: 12
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inference:
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batch_size: 4
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dim_t: 256
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num_overlap: 8
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normalize: false
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