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Debaditya Shome

2 accepted papers

2024

Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation

AAAI 2024technical

The high prevalence of cardiovascular diseases (CVDs) calls for accessible and cost-effective continuous cardiac monitoring tools. Despite Electrocardiography (ECG) being the gold standard, continuous monitoring remains a challenge, leading to the exploration of Photoplethysmography (PPG), a promisi…

2024

Speech Emotion Recognition with Distilled Prosodic and Linguistic Affect Representations

ICASSP 2024accepted

We propose EmoDistill, a novel speech emotion recognition (SER) framework that leverages cross-modal knowledge distillation during training to learn strong linguistic and prosodic representations of emotion from speech. During inference, our method only uses a stream of speech signals to perform uni…

Cited by 0SourceScholar