Generative Error Correction on GigaSpeech
500.58GSE ScoreWLM w/o init.
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| WLM w/o init.#Para.=4.89M, r=162023.10 | 500.58 | 414.34 | 461.63 | 390.64 | |
| WLM w/o H acoustics#Para.=4.89M, r=162023.10 | 123.19 | 203.44 | 376.81 | 256.44 | |
| Oracle (1st-pass)2023.10 | 28.22 | 22.84 | 23.93 | 19.5 | |
| WLM w/o masking#Para.=4.89M, r=162023.10 | 27.56 | 18.1 | 21.71 | 12.79 | |
| WLM w/o SAW#Para.=1.22M, r=162023.10 | 24.99 | 18.734 | 20.73 | 10.86 | |
| Big-scale Adapter#Para.=4.91M2023.10 | 23.65 | 16.59 | 19.93 | 10.62 | |
| WLS#Para.=4.89M, r=82023.10 | 22.24 | 17.23 | 19.157 | 10.185 | |
| WLL#Para.=26.40M, r=322023.10 | 21.76 | 19.21 | 20.55 | 11.6 | |
| WLM#Para.=7.97M, r=162023.10 | 21.61 | 16.2 | 18.02 | 9.82 |