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eess.AS2025
Listening for "You": Enhancing Speech Image Retrieval via Target Speaker Extraction
Wenhao Yang, Jianguo Wei, Wenhuan Lu +2
Image retrieval using spoken language cues has emerged as a promising direction in multimodal perception, yet leveraging speech in multi-speaker scenarios remains challenging. We p…
eess.AS2024
Integrated Multi-Level Knowledge Distillation for Enhanced Speaker Verification
Wenhao Yang, Jianguo Wei, Wenhuan Lu +2
Knowledge distillation (KD) is widely used in audio tasks, such as speaker verification (SV), by transferring knowledge from a well-trained large model (the teacher) to a smaller,…
eess.AS2024
Channel Adaptation for Speaker Verification Using Optimal Transport with Pseudo Label
Wenhao Yang, Jianguo Wei, Wenhuan Lu +2
Domain gap often degrades the performance of speaker verification (SV) systems when the statistical distributions of training data and real-world test speech are mismatched. Channe…