Acoustic Unit Discovery on Libri-Light other (test)
8.14ABX Error (Within Speaker)CPC-60000h
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CPC-60000hn=256, training_data=60000h2020.05 | 8.14 | 13.42 | |
| CPC-6000hn=256, training_data=6000h2020.05 | 8.55 | 13.81 | |
| CPC-600hn=256, training_data=600h2020.05 | 9.59 | 15.1 | |
| Sparsespeech (S6000h-n42-τ2 → 0.1)backbone=Sparsespeech, training_data=6000h, n=42, Temp.=3, T=τ2 → 0.12020.05 | 12.05 | 20.6 | |
| Sparsespeech (S600h-n128-τ2 → 0.2)backbone=Sparsespeech, training_data=600h, n=128, Temp.=3, T=τ2 → 0.22020.05 | 13.78 | 23.16 | |
| Sparsespeech (S600h-n20-τ2 → 0.5)backbone=Sparsespeech, training_data=600h, n=20, Temp.=2, T=τ2 → 0.52020.05 | 14.06 | 27.16 | |
| PLP Featuresn=132020.05 | 14.69 | 34.15 | |
| Sparsespeech (S600h-n20-sparsityloss-2.0)backbone=Sparsespeech, training_data=600h, n=20, loss=sparsityloss-2.02020.05 | 16.95 | 32.66 | |
| Sparsespeech (S600h-n100-sparsityloss-2.0)backbone=Sparsespeech, training_data=600h, n=100, loss=sparsityloss-2.02020.05 | 16.97 | 30.53 |