3 papers
eess.SP2026
SEER: Source-Conditioned Emotion Enhancement via Retrieval for Cochlear-Implant Speech
Hsing-Hang Chou, Yun-Shao Lin, Ching-Chin Sung +1
Cochlear implants (CIs) restore speech access but weaken cues needed for vocal emotion recognition. Prior CI-oriented enhancement requires parallel normal/strong recordings and int…
eess.AS2025
Lessons Learnt: Revisit Key Training Strategies for Effective Speech Emotion Recognition in the Wild
Jing-Tong Tzeng, Bo-Hao Su, Ya-Tse Wu +2
In this study, we revisit key training strategies in machine learning often overlooked in favor of deeper architectures. Specifically, we explore balancing strategies, activation f…
eess.AS2024
ZSDEVC: Zero-Shot Diffusion-based Emotional Voice Conversion with Disentangled Mechanism
Hsing-Hang Chou, Yun-Shao Lin, Ching-Chin Sung +2
The human voice conveys not just words but also emotional states and individuality. Emotional voice conversion (EVC) modifies emotional expressions while preserving linguistic cont…