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multilingual speech recognition 1reinforcement learning adaptation 1speaker diarization 1synthetic speech augmentation 1two-speaker conversation 1

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cs.CL2026

Diarization-Guided Qwen-ASR Adaptation for Multilingual Two-Speaker Conversational Speech

Hao Wu, RongQi Han, Zhen Wang +2

The paper presents a system that combines speaker diarization with a fine‑tuned Qwen3‑ASR model to transcribe multilingual two‑speaker conversations, using supervised fine‑tuning,…