Waveform Generation on LibriTTS (dev)
1.2129M-STFTPeriodWave-B
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PeriodWave-BTraining Steps=1M, Params (M)=29.80, Sampling steps=16, Sampling method=Midpoint2024.08 | 1.2129 | 4.224 | 0.0762 | 0.9652 | 17.496 | 3.6495 | |
| PeriodWave-LTraining Steps=1M, Params (M)=70.24, Sampling steps=16, Sampling method=Midpoint2024.08 | 1.1351 | 4.289 | 0.0705 | 0.9681 | 20.373 | 3.7139 | |
| PeriodWave-B + FreeUTraining Steps=1M, Params (M)=29.80, Sampling steps=16, Sampling method=Midpoint, Augmentation=FreeU2024.08 | 1.0269 | 4.248 | 0.0765 | 0.9651 | 17.398 | 3.731 | |
| PeriodWave-L + FreeUTraining Steps=1M, Params (M)=70.24, Sampling steps=16, Sampling method=Midpoint, Augmentation=FreeU2024.08 | 0.9788 | 4.312 | 0.0707 | 0.9682 | 19.948 | 3.7587 | |
| UnivNet-c32Training Steps=1M, Params (M)=14.872024.08 | 0.8947 | 3.284 | 0.1305 | 0.9347 | 41.511 | 3.6085 | |
| VocosTraining Steps=1M, Params (M)=13.532024.08 | 0.8544 | 3.615 | 0.1113 | 0.947 | 33.917 | 3.5717 | |
| PeriodWave-Turbo-STraining Steps=0.3M, Params (M)=7.57, Sampling steps=4, Sampling method=Euler2024.08 | 0.826 | 4.324 | 0.0583 | 0.9748 | 16.076 | 3.8077 | |
| PeriodWave-Turbo-BTraining Steps=0.3M, Params (M)=29.80, Sampling steps=4, Sampling method=Euler2024.08 | 0.7869 | 4.422 | 0.0559 | 0.9753 | 18.76 | 3.845 | |
| BigVGANTraining Steps=5M, Params (M)=112.42024.08 | 0.7409 | 4.256 | 0.0809 | 0.9698 | 24.31 | 3.7185 | |
| PeriodWave-Turbo-LTraining Steps=0.3M, Params (M)=70.24, Sampling steps=4, Sampling method=Euler2024.08 | 0.7358 | 4.454 | 0.0528 | 0.9758 | 18.698 | 3.8592 | |
| BigVGANTraining Steps=10M, Params (M)=112.42024.08 | 0.721 | 4.316 | 0.0726 | 0.9729 | 21.355 | 3.6921 | |
| BigVGAN-v2Training Steps=3M, Params (M)=112.42024.08 | 0.7134 | 4.359 | 0.0621 | 0.9777 | 21.439 | 3.8362 |