Direct Preference Optimization for English-Mandarin Code-Switching Speech Recognition in Audio LLMs

Trung Nguyen Quang, Cheng Yi Lewis Won, Minh Duc Pham +3

Audio large language models (Audio LLMs) exhibit systematic failures in transcribing code-switching speech despite strong multilingual capabilities. Focusing on English-Mandarin, w…