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cs.CL2025
Leveraging LLM and Self-Supervised Training Models for Speech Recognition in Chinese Dialects: A Comparative Analysis
Tianyi Xu, Hongjie Chen, Wang Qing +6
Large-scale training corpora have significantly improved the performance of ASR models. Unfortunately, due to the relative scarcity of data, Chinese accents and dialects remain a c…
cs.SD2025
Towards Robust Overlapping Speech Detection: A Speaker-Aware Progressive Approach Using WavLM
Zhaokai Sun, Li Zhang, Qing Wang +2
Overlapping Speech Detection (OSD) aims to identify regions where multiple speakers overlap in a conversation, a critical challenge in multi-party speech processing. This work prop…