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ResearchFormerly WizWand

Waveform Generation on MUSDB18 OOD Vocal Samples HQ (test)

0.8623M-STFTBigVGAN-v2
0.8459840.9561171.066251.176383Aug 14, 2024Aug 15, 2024
Updated 8mo ago

Evaluation results

MethodLinks
BigVGAN-v2trained_with_large_scale_dataset=true2024.080.86233.470.08496.4933.229
BigVSAN2024.080.87663.0110.089295.8437.212
PeriodWave-Turbo-LSampling steps=4, Sampling algorithm=Euler, Model variant=L2024.080.89013.360.081795.9728.294
BigVGAN2024.080.90622.8620.095995.01—
BigVGAN2024.080.90622.8620.095995.0130.014
PeriodWave-Turbo-BSampling steps=4, Sampling algorithm=Euler, Model variant=B2024.080.94263.3060.087895.1931.228
PeriodWave-Turbo-SSampling steps=4, Sampling algorithm=Euler, Model variant=S2024.080.9832.980.090495.4327.164
BigVGAN-base2024.081.01322.3150.127293.07—
Vocos2024.081.02032.1730.130594.54—
Vocos2024.081.02032.1730.130594.5445.631
PeriodWave-MBSteps=162024.081.0493.120.094595.24—
PeriodWave-LSampling steps=16, Sampling algorithm=Midpoint, FreeU enhancement=true2024.081.09863.1880.114994.6136.35
UnivNet-c322024.081.13771.6780.158891.86—
UnivNet-c322024.081.13771.6780.158891.8685.317
PeriodWaveSteps=16, Sampling strategy=Midpoint, Enhancement=FreeU2024.081.19233.0620.099494.79—
PeriodWaveSampling steps=16, Sampling algorithm=Midpoint, FreeU enhancement=true2024.081.19233.0620.099494.7936.715
PeriodWave-LSampling steps=16, Sampling algorithm=Midpoint2024.081.19383.1420.107393.8229.346
PeriodWaveSteps=16, Sampling strategy=Midpoint2024.081.27022.9590.104694.75—
PeriodWaveSampling steps=16, Sampling algorithm=Midpoint2024.081.27022.9590.104694.7527.012