Papers with semantic-focused approaches
Aligning Speech Segments Beyond Pure Semantics (2024.findings-acl)
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| Challenge: | Existing speech-to-speech parallel data is scarce and expensive to create from scratch. |
| Approach: | They propose an algorithm which automatically aligns pairs of speech segments aligned in meaning and expressivity. |
| Outcome: | The proposed algorithm outperforms semantic-focused approaches on content translation quality. |