Papers by Ruchira Sharma
R-BASS : Relevance-aided Block-wise Adaptation for Speech Summarization (2024.findings-naacl)
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| Challenge: | End-to-end speech summarization on long recordings is challenging because of the high computational cost. |
| Approach: | They propose a new relevance-aware block-wise adaptation method that automatically estimates block relevance based on lexical and semantic similarity between transcript and summary. |
| Outcome: | The proposed method can drop 86.3 % of blocks while maintaining comparable performance. |