Phone Recognition on LibriSpeech train-clean-100 (test)
85.74Phone AccuracyDownsampling (supervised)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Downsampling (supervised)Downsampling=Supervised2022.06 | 85.74 | 10.87 | |
| Downsampling (supervised)Architecture=Multi-level, supervision=supervised2022.06 | 84.7 | — | |
| hCPCArchitecture=Multi-level2022.06 | 83.95 | — | |
| Two-level CPC no downsamplingDownsampling=None2022.06 | 83.41 | 100 | |
| Two-level CPC w. downsamplingArchitecture=Multi-level, downsampling=true2022.06 | 83.39 | — | |
| Two-level CPC no downsamplingArchitecture=Multi-level, downsampling=false2022.06 | 83.38 | — | |
| mACPCArchitecture=Multi-level2022.06 | 83.35 | — | |
| ACPCArchitecture=Single level2022.06 | 83.33 | — | |
| CPCArchitecture=Single level2022.06 | 83.2 | — | |
| hCPCDownsampling=Variable2022.06 | 78.93 | 12.32 | |
| mACPCDownsampling=Variable2022.06 | 69.66 | 14.47 | |
| SCPCArchitecture=Multi-level2022.06 | 68.38 | — | |
| Two-level CPC with downsamplingDownsampling=Constant2022.06 | 67.75 | 10.94 | |
| SCPCDownsampling=Variable2022.06 | 55.49 | 15.91 |