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A Two-Stage LoRA Strategy for Expanding Language Capabilities in Multilingual ASR Models

Chin Yuen Kwok, Hexin Liu,Jia Qi Yip,Sheng Li,Eng Siong Chng

IEEE Transactions on Audio, Speech and Language Processing(2025)

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Key words
Multilingual automatic speech recognition (MASR),low-rank adaptation (LoRA),continual learning (CL),language identification (LID),catastrophic forgetting,Whisper model
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