Papers by Sameep Chattopadhyay
AMPS: ASR with Multimodal Paraphrase Supervision (2025.naacl-short)
Copied to clipboard
| Challenge: | Spontaneous or conversational multilingual speech presents many challenges for state-of-the-art automatic speech recognition systems. |
| Approach: | They propose a technique that augments a multilingual multimodal ASR system with paraphrase-based supervision for improved conversational ASR in multiple languages. |
| Outcome: | The proposed technique reduces word error rates by up to 5% on a state-of-the-art multimodal model . |