4 papers
SRF-SVB: Style-Consistent Singing Voice Beautifying via Rectified Flow
Wenhui Li, Biao Dong, Liwei Hu +2
Singing voice beautifying (SVB) aims to correct pitch and rhythm of amateur singing while enhancing vocal quality, preserving lyrics and the singer's timbre. Existing methods, howe…
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…
Mutual Information-based Representations Disentanglement for Unaligned Multimodal Language Sequences
Fan Qian, Jiqing Han, Jianchen Li +3
The key challenge in unaligned multimodal language sequences lies in effectively integrating information from various modalities to obtain a refined multimodal joint representation…
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…