Reasoning Beyond Majority Vote: An Explainable SpeechLM Framework for Speech Emotion Recognition

Bo-Hao Su, Hui-Ying Shih, Jinchuan Tian +4

Speech Emotion Recognition (SER) is typically trained and evaluated on majority-voted labels, which simplifies benchmarking but masks subjectivity and provides little transparency…