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cs.CL2025
Qwen vs. Gemma Integration with Whisper: A Comparative Study in Multilingual SpeechLLM Systems
Tuan Nguyen, Long-Vu Hoang, Huy-Dat Tran
This paper presents our system for the MLC-SLM Challenge 2025, focusing on multilingual speech recognition and language modeling with large language models (LLMs). Our approach com…
cs.CL2025
AsyncSwitch: Asynchronous Text-Speech Adaptation for Code-Switched ASR
Tuan Nguyen, Huy-Dat Tran
Developing code-switched ASR systems is challenging due to language ambiguity and limited exposure to multilingual, code-switched data, while collecting such speech is costly. Prio…
cs.CL2025
Can we train ASR systems on Code-switch without real code-switch data? Case study for Singapore's languages
Tuan Nguyen, Huy-Dat Tran
Code-switching (CS), common in multilingual settings, presents challenges for ASR due to scarce and costly transcribed data caused by linguistic complexity. This study investigates…