Algorithm info: hidden_size=384
num_hidden_layers=6
head_dim=48
num_attention_heads=8
num_key_value_heads=8
intermediate_size=384 * 3
register_token_num=4
#
num_input_channel=2
num_stems=4
band_proj_size=256
time_conv_length=4
time_transformer_depth=1
freq_transformer_depth=1
freqs_per_band_count=80
#
stft_n_fft=4096
stft_n_fft_out=2048
stft_hop_length=512
wave_chunk_size = 44100 * 8
Metrics:
Metric sdr for instrum: 15.3860
Metric si_sdr for instrum: 15.2457
Metric l1_freq for instrum: 34.0371
Metric log_wmse for instrum: 12.3645
Metric aura_stft for instrum: 11.3946
Metric aura_mrstft for instrum: 13.9355
Metric bleedless for instrum: 35.8375
Metric fullness for instrum: 25.9753
Metric sdr for vocals: 9.1652
Metric si_sdr for vocals: 8.3567
Metric l1_freq for vocals: 33.8325
Metric log_wmse for vocals: 12.3872
Metric aura_stft for vocals: 8.0949
Metric aura_mrstft for vocals: 9.5200
Metric bleedless for vocals: 23.7335
Metric fullness for vocals: 16.3474
Metric sdr for bass: 10.4964
Metric si_sdr for bass: 8.7077
Metric l1_freq for bass: 50.5874
Metric log_wmse for bass: 16.0423
Metric aura_stft for bass: 5.2157
Metric aura_mrstft for bass: 4.7106
Metric bleedless for bass: 30.2877
Metric fullness for bass: 16.1866
Metric sdr for drums: 11.0375
Metric si_sdr for drums: 10.3762
Metric l1_freq for drums: 35.6430
Metric log_wmse for drums: 15.0137
Metric aura_stft for drums: 6.7460
Metric aura_mrstft for drums: 6.6855
Metric bleedless for drums: 28.1729
Metric fullness for drums: 13.1645
Metric sdr for other: 5.6618
Metric si_sdr for other: 4.5428
Metric l1_freq for other: 31.4557
Metric log_wmse for other: 10.9527
Metric aura_stft for other: 5.9306
Metric aura_mrstft for other: 8.5802
Metric bleedless for other: 19.1970
Metric fullness for other: 16.2725
Date added: 2025-12-04 |
