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cs.SD2025
Emotion Recognition in Multi-Speaker Conversations through Speaker Identification, Knowledge Distillation, and Hierarchical Fusion
Xiao Li, Kotaro Funakoshi, Manabu Okumura
Emotion recognition in multi-speaker conversations faces significant challenges due to speaker ambiguity and severe class imbalance. We propose a novel framework that addresses the…
cs.SD2023
Active Learning Based Fine-Tuning Framework for Speech Emotion Recognition
Dongyuan Li, Yusong Wang, Kotaro Funakoshi +1
Speech emotion recognition (SER) has drawn increasing attention for its applications in human-machine interaction. However, existing SER methods ignore the information gap between…