Generative Error Correction on ATIS & GigaSpeech
13.48Average WERWLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WLM#Para.=7.97M, r=162023.10 | 13.48 | 37.66 | |
| WLS#Para.=4.89M, r=82023.10 | 14.144 | 34.62 | |
| Big-scale Adapter#Para.=4.91M2023.10 | 14.45 | 33.21 | |
| WLL#Para.=26.40M, r=322023.10 | 15.03 | 30.52 | |
| WLM w/o SAW#Para.=1.22M, r=162023.10 | 15.39 | 28.83 | |
| WLM w/o masking#Para.=4.89M, r=162023.10 | 20.04 | 22.25 | |
| Oracle (1st-pass)2023.10 | 21.64 | — | |
| WLM w/o H acoustics#Para.=4.89M, r=162023.10 | 242.61 | -1,020.68 | |
| WLM w/o init.#Para.=4.89M, r=162023.10 | 434.6 | -1,907.45 |