Automatic Speech Recognition on Gigaspeech (B-WER, U-WER)
15.7B-WERCED+PED
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CED+PEDInference Prompting Strategy=Contextual ASR with the proposed word cues, Bias list size=200 words2026.04 | 15.7 | 9.5 | |
| Phon.vowel+CEDInference Prompting Strategy=Contextual ASR with the proposed word cues, Bias list size=200 words2026.04 | 15.9 | 9.4 | |
| Syl+CEDInference Prompting Strategy=Contextual ASR with the proposed word cues, Bias list size=200 words2026.04 | 16 | 9.5 | |
| CED+PEDInference Prompting Strategy=Standard contextual ASR (no phonetic hint for bias words), Bias list size=200 words2026.04 | 16.7 | 9.5 | |
| Phon.vowel+CEDInference Prompting Strategy=Standard contextual ASR (no phonetic hint for bias words), Bias list size=200 words2026.04 | 16.8 | 9.5 | |
| Syl+CEDInference Prompting Strategy=Standard contextual ASR (no phonetic hint for bias words), Bias list size=200 words2026.04 | 16.9 | 9.6 | |
| Ctx, no phonetic hintInference Prompting Strategy=Standard contextual ASR (no phonetic hint for bias words), Bias list size=200 words2026.04 | 17.3 | 9.6 | |
| Ctx, no phonetic hintInference Prompting Strategy=Non-contextual ASR (no bias list), Bias list size=200 words2026.04 | 26.7 | 9.5 | |
| Syl+CEDInference Prompting Strategy=Non-contextual ASR (no bias list), Bias list size=200 words2026.04 | 26.8 | 9.6 | |
| CED+PEDInference Prompting Strategy=Non-contextual ASR (no bias list), Bias list size=200 words2026.04 | 26.8 | 9.6 | |
| Phon.vow+CEDInference Prompting Strategy=Non-contextual ASR (no bias list), Bias list size=200 words2026.04 | 27.1 | 9.5 | |
| Non-ctxInference Prompting Strategy=Non-contextual ASR (no bias list), Bias list size=200 words2026.04 | 27.2 | 9.8 |