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seven-model ensemble (ugamii)

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ID Ensemble SDR Instrumental SDR Vocals
11097 + 13.6988 13.9950
Algorithm info: bs roformer: leap xe, leap v1, resurrection 2, resurrection 1, anvuew FT1

mel-band roformer: becruily deux, unwa kim ft2

1025 band per frequency STFT blend (14 zone per hz adaptive smoothing, 0% floor, 50/50 multi-dataset studio, musdb18 debiased)
msst linear 10% window, reflective border padding, zero_dc
instrumental = mixture - vocals

different vote distribution settings

Metrics:
Metric sdr for instrum: 13.6988
Metric si_sdr for instrum: 13.5584
Metric l1_freq for instrum: 47.4108
Metric log_wmse for instrum: 15.6508
Metric aura_stft for instrum: 13.1743
Metric aura_mrstft for instrum: 16.7139
Metric bleedless for instrum: 37.7719
Metric fullness for instrum: 34.4030
Metric sdr for vocals: 13.9950
Metric si_sdr for vocals: 13.6859
Metric l1_freq for vocals: 46.2667
Metric log_wmse for vocals: 15.6508
Metric aura_stft for vocals: 9.2338
Metric aura_mrstft for vocals: 10.9390
Metric bleedless for vocals: 43.8388
Metric fullness for vocals: 20.9530


Date added: 2026-11-05

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