Author

Jia-Ying Wang

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Review Sep 2026

Multimodal Target Speaker Extraction: Towards Unified Speaker Cues Across Modalities

Target Speaker Extraction (TSE) is pivotal in speech communication and human-computer interaction, enabling the isolation of a specific speaker's voice from complex acoustic environments, i.e., the cocktail party scenario. Although traditional TSE systems conditioned on enrollment speech have progressed substantially,...

Xin-Yuan Qian, Yang Zhou, Zi-Yang Jiang et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Separating Diagnosis from Disease Representation: Dual-View EEG Learning with Neural-Dynamics-Guided Deformation

Electroencephalography (EEG)-based closed-loop neuromodulation calls for a subject-specific structured state, as opposed to a single disease probability, specifying which brain regions are deviant, at which frequencies, and at which lags. Sensor-space models keep the strongest diagnostic evidence without anatomy, sourc...

Jia-Ying Wang, Shou-Qian Shi, Yu-Tong Chen et al. · 0 citations