Jun 7, 2024 · This paper proposes LoRA-Whisper, which incorporates LoRA matrix into Whisper for multilingual ASR, effectively mitigating language interference. Furthermore, ...

Sep 5, 2024 · Towards this end, we introduce LoRA-Whisper, a parameter-efficient and extensible model for multilingual ASR. LoRA [35], originally introduced in natural ...

Jun 7, 2024 · This paper proposes LoRA-Whisper, which incorporates LoRA matrix into Whisper for multilingual ASR, effectively mitigating language interference.

Jun 11, 2024 · The LoRA-Whisper paper presents a novel technique for fine-tuning multilingual speech recognition models in a parameter-efficient and extensible manner.

Oct 28, 2024 · Our proposed approach, LoRA-Whisper, effectively eliminates interference between languages by incorporating language-specific LoRA matrices.

Aug 9, 2024 · LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR, Zheshu ... A Parameter-efficient Language Extension Framework for Multilingual ASR ...

Oct 12, 2024 · As a robust and large-scale multilingual speech recognition model, Whisper has demonstrated impressive results in many low-resource and out-of-distribution ...

Jan 13, 2024 · LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR. Z Song, J Zhuo, Y Yang, Z Ma, S Zhang, X Chen. arXiv preprint arXiv:2406.06619, 2024. 5, 2024.

Sep 5, 2024 · LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR Zheshu Song, Jianheng Zhuo, Yifan Yang, Ziyang Ma, Shixiong Zhang, Xie Chen · mHuBERT-147: A ...

Jun 16, 2024 · This paper introduces a flexible speaker adaptation approach called "Perceiver-Prompt" for improving the performance of the Whisper model on Chinese ...