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cs.CL2023
Speech Emotion Recognition with Distilled Prosodic and Linguistic Affect Representations
Debaditya Shome, Ali Etemad
We propose EmoDistill, a novel speech emotion recognition (SER) framework that leverages cross-modal knowledge distillation during training to learn strong linguistic and prosodic…
eess.SP2023
Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation
Debaditya Shome, Pritam Sarkar, Ali Etemad
The high prevalence of cardiovascular diseases (CVDs) calls for accessible and cost-effective continuous cardiac monitoring tools. Despite Electrocardiography (ECG) being the gold…
cs.CL2023★ 1 cited
EXnet: Efficient In-context Learning for Data-less Text classification
Debaditya Shome, Kuldeep Yadav
Large pre-trained language models (PLMs) have made significant progress in encoding world knowledge and spawned a new set of learning paradigms including zero-shot, few-shot, and i…