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Xinzhou Xu

3 accepted papers

2025

GNCL: A Graph Neural Network with Consistency Loss for Segment-Level Spoofed Speech Detection

ICASSP 2025accepted

Segment-level spoofed speech detection focuses on recognizing fake or synthetic segments within identifying partially spoofed speech. Nevertheless, existing models for this segment-level task usually overlook latent local relationships between fake and bona fide segments, and further, a lack of inte…

Cited by 0SourceScholar
2025

GateM2Former: Gated Feature Selection and Expert Modeling in Multimodal Emotion Recognition

ICASSP 2025accepted

In recent years, multimodal emotion recognition (MER) has gained significant attention due to its potential to integrate information from diverse signals. However, existing methods often struggle to effectively capture complex interactions and contextual information both inter- and intra-modalities,…

Cited by 0SourceScholar
2023

Zero-Shot Speech Emotion Recognition Using Generative Learning with Reconstructed Prototypes

ICASSP 2023accepted

Zero-shot Speech Emotion Recognition (SER) enables machines to perceive unseen-emotional speech without knowing any samples from these emotional states, which is helpful in audio-based autonomous affective computing. However, existing works on zero-shot SER directly employ original prototypes and on…

Cited by 7SourceScholar