3 papers
eess.AS2026
Modeling, Scaling, and Decoding: Optimizing Controllable Speech Generation with Nonverbal Vocalizations
Ziyu Zhang, Yun Chen, Taihui Wang +5
Controllable synthesis of nonverbal vocalizations (NVVs) is es- sential for natural and expressive speech, but remains challeng- ing due to their acoustic diversity and imbalanced…
cs.SD2026
Gen-SER: When the generative model meets speech emotion recognition
Taihui Wang, Jinzheng Zhao, Rilin Chen +3
Speech emotion recognition (SER) is crucial in speech understanding and generation. Most approaches are based on either classification models or large language models. Different fr…
cs.SD2025
Target matching based generative model for speech enhancement
Taihui Wang, Rilin Chen, Tong Lei +4
The design of mean and variance schedules for the perturbed signal is a fundamental challenge in generative models. While score-based and Schrödinger bridge-based models require ca…