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Xianquan Jiang

2 accepted papers

2026

A LIGHTWEIGHT FOURIER-BASED NETWORK FOR BINAURAL SPEECH ENHANCEMENT WITH SPATIAL CUE PRESERVATION

ICASSP 2026poster

Binaural speech enhancement faces a severe trade-off challenge, where state-of-the-art performance is achieved by computationally intensive architectures, while lightweight solutions often come at the cost of significant performance degradation. To bridge this gap, we propose the Global Adaptive Fou…

Cited by 0SourcePDFScholar
2026

Behind the Scenes: Mechanistic Interpretability of LoRA-adapted Whisper for Speech Emotion Recognition

ICASSP 2026poster

Large pre-trained speech models such as Whisper offer strong generalization but pose significant challenges for resource-efficient adaptation. Low-Rank Adaptation (LoRA) has become a popular parameter-efficient fine-tuning method, yet its underlying mechanisms in speech tasks remain poorly understoo…

Cited by 0SourcePDFScholar