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cs.SD2025
ABHINAYA -- A System for Speech Emotion Recognition In Naturalistic Conditions Challenge
Soumya Dutta, Smruthi Balaji, Varada R +2
Speech emotion recognition (SER) in naturalistic settings remains a challenge due to the intrinsic variability, diverse recording conditions, and class imbalance. As participants i…
eess.AS2025
Textless and Non-Parallel Speech-to-Speech Emotion Style Transfer
Soumya Dutta, Avni Jain, Sriram Ganapathy
Given a pair of source and reference speech recordings, speech-to-speech (S2S) emotion style transfer involves the generation of an output speech that mimics the emotion characteri…
eess.AS2025★ 1 cited
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations
Soumya Dutta, Sriram Ganapathy
Emotion recognition in conversations (ERC) is challenging due to the multimodal nature of the emotion expression. In this paper, we propose to pretrain a text-based recognition mod…