Ronghua Wu

CS3-Bench: Evaluating and Enhancing Speech-to-Speech LLMS for Mandarin-English Code-Switching

2026

The advancement of multimodal large language models has accelerated the development of speech-to-speech interaction systems. While natural monolingual interaction has been achieved, we find existing models exhibit deficiencies in language alignment. In our proposed Code-Switching …