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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…
cs.SD2024
MLCA-AVSR: Multi-Layer Cross Attention Fusion based Audio-Visual Speech Recognition
He Wang, Pengcheng Guo, Pan Zhou +1
While automatic speech recognition (ASR) systems degrade significantly in noisy environments, audio-visual speech recognition (AVSR) systems aim to complement the audio stream with…
cs.SD2024
ICMC-ASR: The ICASSP 2024 In-Car Multi-Channel Automatic Speech Recognition Challenge
He Wang, Pengcheng Guo, Yue Li +13
To promote speech processing and recognition research in driving scenarios, we build on the success of the Intelligent Cockpit Speech Recognition Challenge (ICSRC) held at ISCSLP 2…