Papers by Abhinav Tushar
N-Best ASR Transformer: Enhancing SLU Performance using Multiple ASR Hypotheses (2021.acl-short)
Copied to clipboard
| Challenge: | Spoken Language Understanding systems parse spoken utterances into semantic structures like dialog acts and slots. |
| Approach: | They propose to use concatenated N-best ASR alternatives to represent utterances . they propose to employ a simpler utteration representation with no special delimiter . |
| Outcome: | The proposed model outperforms the prior state-of-the-art model on DSTC2 dataset. |