Papers
1–3 of 3Research Paper·Feb 5, 2026·B2BConsumer
Speech Emotion Recognition Leveraging OpenAI's Whisper Representations and Attentive Pooling Methods
Speech Emotion Recognition (SER) research has faced limitations due to the lack of standard and sufficiently large datasets. Recent studies have leveraged pre-trained models to extract features for do...
8.0 viability
Research Paper·Mar 9, 2026
Disentangling Reasoning in Large Audio-Language Models for Ambiguous Emotion Prediction
Speech emotion recognition plays an important role in various applications. However, most existing approaches predict a single emotion label, oversimplifying the inherently ambiguous nature of human e...
7.0 viability
Research Paper·Mar 9, 2026
VoxEmo: Benchmarking Speech Emotion Recognition with Speech LLMs
Speech Large Language Models (LLMs) show great promise for speech emotion recognition (SER) via generative interfaces. However, shifting from closed-set classification to open text generation introduc...
4.0 viability