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by tnkmr - opened
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  1. conf.yml +46 -0
conf.yml ADDED
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+ data:
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+ in_memory: true
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+ num_workers: 12
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+ sample_rate: 48000
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+ samples_per_track: 13
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+ seed: 42
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+ seq_dur: 6.0
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+ source_augmentations:
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+ - gain
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+ sources:
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+ - vocal_percussion
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+ - bass
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+ - alto
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+ - tenor
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+ - soprano
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+ - lead_vocal
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+ loss_func:
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+ lambda_t: 10.0
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+ lambda_f: 1.0
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+ band: high
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+ main_args:
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+ help: null
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+ model:
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+ C_dec: 64
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+ C_enc: 64
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+ C_mid: 768
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+ L: 12
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+ activation: GELU
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+ context: false
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+ f_dec: 21
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+ f_enc: 21
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+ input_length: 288000
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+ padding_type: reflect
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+ signal_ch: 1
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+ wavelet: haar
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+ optim:
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+ lr: 0.0001
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+ lr_decay_gamma: 0.3
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+ lr_decay_patience: 50
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+ optimizer: adam
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+ patience: 1000
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+ weight_decay: 0.0
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+ positional arguments: {}
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+ training:
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+ batch_size: 16
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+ epochs: 1000