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Boquan Li

3 accepted papers

2025

Int*-Match: Balancing Intra-Class Compactness and Inter-Class Discrepancy for Semi-Supervised Speaker Recognition

AAAI 2025technical

Open-set speaker recognition is to identify whether the voices are from the same speaker. One challenge of speaker recognition is collecting large amounts of high-quality data. Based on the promising results of image classification, one intuitively feasible solution is semi-supervised learning (SSL)…

2024

SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection

NeurIPS 2024poster

Detection of face forgery videos remains a formidable challenge in the field of digital forensics, especially the generalization to unseen datasets and common perturbations. In this paper, we tackle this issue by leveraging the synergy between audio and visual speech elements, embarking on a novel a…

Cited by 1SourcePDFScholar
2024

Two-stage Semi-supervised Speaker Recognition with Gated Label Learning

IJCAI 2024poster

Speaker recognition technologies have been successfully applied in diverse domains, benefiting from the advance of deep learning. Nevertheless, current efforts are still subject to the lack of labeled data. Such issues have been attempted in computer vision, through semi-supervised learning (SSL) th…

Cited by 1SourcePDFScholar