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cs.SD2025
Knowledge-Decoupled Functionally Invariant Path with Synthetic Personal Data for Personalized ASR
Yue Gu, Zhihao Du, Ying Shi +2
Fine-tuning generic ASR models with large-scale synthetic personal data can enhance the personalization of ASR models, but it introduces challenges in adapting to synthetic persona…
cs.SD2024
Contrastive Loss Based Frame-wise Feature disentanglement for Polyphonic Sound Event Detection
Yadong Guan, Jiqing Han, Hongwei Song +4
Overlapping sound events are ubiquitous in real-world environments, but existing end-to-end sound event detection (SED) methods still struggle to detect them effectively. A critica…