2 citations · 2 across the 13 of their papers we have counts for
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EXAM2: Extending Audio Understanding in Multilingual and Multimodal Analysis
Jiawen Wang, Xiaoxue Gao, Zi Haur Pang +1
Recent large audio language models (LALMs) have achieved impressive progress in audio understanding. However, existing evaluations remain largely constrained to English and narrow…
ERM-MinMaxGAP: Benchmarking and Mitigating Gender Bias in Multilingual Multimodal Speech-LLM Emotion Recognition
Zi Haur Pang, Xiaoxue Gao, Tatsuya Kawahara +1
Speech emotion recognition (SER) systems can exhibit gender-related performance disparities, but how such bias manifests in multilingual speech LLMs across languages and modalities…
Confidence-Based Self-Training for EMG-to-Speech: Leveraging Synthetic EMG for Robust Modeling
Xiaodan Chen, Xiaoxue Gao, Mathias Quoy +2
Voiced Electromyography (EMG)-to-Speech (V-ETS) models reconstruct speech from muscle activity signals, facilitating applications such as neurolaryngologic diagnostics. Despite its…