BS-Roformer-MVSep-Mega-53-stems / v1 /bs_mega_53stem_bass_mvsep_config.yaml
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audio:
chunk_size: 441000
dim_f: 1024
dim_t: 801
hop_length: 441
min_mean_abs: 0.0
n_fft: 2048
num_channels: 2
sample_rate: 44100
inference:
batch_size: 1
chunk_size: 882000
dim_t: 1101
normalize: false
num_overlap: 2
model:
attn_dropout: 0.0
depth: 12
dim: 256
dim_freqs_in: 1025
dim_head: 64
ff_dropout: 0.0
flash_attn: true
freq_transformer_depth: 1
freqs_per_bands: !!python/tuple
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 2
- 4
- 4
- 4
- 4
- 4
- 4
- 4
- 4
- 4
- 4
- 4
- 4
- 12
- 12
- 12
- 12
- 12
- 12
- 12
- 12
- 24
- 24
- 24
- 24
- 24
- 24
- 24
- 24
- 48
- 48
- 48
- 48
- 48
- 48
- 48
- 48
- 128
- 129
heads: 8
linear_transformer_depth: 0
mask_estimator_depth: 2
mlp_expansion_factor: 2
multi_stft_hop_size: 147
multi_stft_normalized: false
multi_stft_resolution_loss_weight: 1.0
multi_stft_resolutions_window_sizes: !!python/tuple
- 4096
- 2048
- 1024
- 512
- 256
num_stems: 1
skip_connection: false
stereo: true
stft_hop_length: 512
stft_n_fft: 2048
stft_normalized: false
stft_win_length: 2048
time_transformer_depth: 1
use_torch_checkpoint: false
training:
batch_size: 1
instruments:
- bass
- other
target_instrument: bass
use_amp: true