Pooja Kumawat

Addressing Emotion Ambiguity and Annotator Subjectivity for Enhanced Speech Emotion Labeling

Conventional hard-label and soft-label labeling strategies for Speech Emotion Recognition (SER) fail to capture the diversities in annotator expertise in perceiving complex human emotions. This study introduces novel soft-label approaches that integrate emotion-specific annotator abilities and optim…