Author

Sania Bano

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Jul 2026

SpEmoC: A Balanced Speaker-Segment Multimodal Emotion Benchmark

Results show that balanced data and careful splitting lead to more stable performance across emotions when models are evaluated on other datasets, highlighting the importance of dataset design for robust and transferable multimodal emotion recognition.

Sania Bano, Shahzad Ahmad, S. Vipparthi et al. · arXiv.org · 0 citations