2 papers
cs.SD2026
Emotion as a Distribution: Joint Valence-Arousal Probability Learning for Speaker-Independent Multimodal Emotion Recognition
Tingyi Lin, Wen-Ren Yang, Kuanwei Chen
Human emotion is graded and frequently mixed, yet most multimodal recognizers collapse it onto a single hard label. We argue the recognizer should instead expose a distribution ove…
cs.CV2026
Two-step Authentication: Multi-biometric System Using Voice and Facial Recognition
Kuan Wei Chen, Ting Yi Lin, Wen Ren Yang +2
We present a cost-effective two-step authentication system that integrates face identification and speaker verification using only a camera and microphone available on common devic…