Embracing Ambiguity And Subjectivity Using The All-Inclusive Aggregation Rule For Evaluating Multi-Label Speech Emotion Recognition Systems

HC Chou, H Wu, L Goncalves, SG Leem… - 2024 IEEE Spoken …, 2024 - ieeexplore.ieee.org
Speech Emotion Recognition (SER) faces a distinct challenge compared to other speech-
related tasks because the annotations will show the subjective emotional perceptions of …

Stimulus Modality Matters: Impact of Perceptual Evaluations from Different Modalities on Speech Emotion Recognition System Performance

HC Chou, H Wu, CC Lee - ar** Data Selection
HC Lin, YC Lin, HC Chou, H Lee - ar** general-purpose
AI agents capable of natural human-computer interaction. However, building robust …

Empower Typed Descriptions by Large Language Models for Speech Emotion Recognition

H Wu, HC Chou, KW Chang… - 2024 Asia Pacific …, 2024 - ieeexplore.ieee.org
Training speech emotion recognition (SER) requires human-annotated labels and speech
data. However, emotion perception is complex. The pre-defined emotion categories are not …