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MelBand Roformer | instrumental Metal preview by Mesk

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models/Roformer/MelBand/config_melband_roformer_inst_metal_prev_by_mesk.yaml ADDED
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+ audio:
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+ chunk_size: 881559
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+ dim_f: 1024
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+ dim_t: 2000
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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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+
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+ model:
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+ dim: 384
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+ depth: 8
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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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+ 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
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+ dim_freqs_in: 1025
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+ sample_rate: 44100 # needed for mel filter bank from librosa
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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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+ instruments:
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+ - vocals
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+ - other
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+ target_instrument: other
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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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+
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+ inference:
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+ batch_size: 1
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+ dim_t: 2000
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+ num_overlap: 5
models/Roformer/MelBand/melband_roformer_inst_metal_prev_by_mesk.ckpt ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:46f3f92abdd76ebe192f7c9e6167bf4d75fcffd21628f7844e7e48da42bcd7eb
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+ size 944683368