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cs.SD2025
Omni-CLST: Error-aware Curriculum Learning with guided Selective chain-of-Thought for audio question answering
Jinghua Zhao, Hang Su, Lichun Fan +4
With the rapid progress of large audio-language models (LALMs), audio question answering (AQA) has emerged as a challenging task requiring both fine-grained audio understanding and…
cs.SD2025
Thinking in cocktail party: Chain-of-Thought and reinforcement learning for target speaker automatic speech recognition
Yiru Zhang, Hang Su, Lichun Fan +2
Target Speaker Automatic Speech Recognition (TS-ASR) aims to transcribe the speech of a specified target speaker from multi-speaker mixtures in cocktail party scenarios. Recent adv…