Papers with LLM-based speech translation framework
LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models (2024.findings-acl)
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| Challenge: | ***LLaST*** is a framework for building high-performance Large Language model based Speech-to-text Translation systems. |
| Approach: | They propose a framework for building high-performance Large Language model based Speech-to-text Translation systems. |
| Outcome: | The proposed model outperforms the CoVoST-2 benchmark and showcases exceptional scaling capabilities powered by LLMs. |