Search Results for author: Debaditya Shome

Found 4 papers, 1 papers with code

Speech Emotion Recognition with Distilled Prosodic and Linguistic Affect Representations

no code implementations9 Sep 2023 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 representations of emotion from speech.

Knowledge Distillation Speech Emotion Recognition

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

1 code implementation25 Aug 2023 Debaditya Shome, Pritam Sarkar, Ali Etemad

In this work, we introduce Region-Disentangled Diffusion Model (RDDM), a novel diffusion model designed to capture the complex temporal dynamics of ECG.

Blood pressure estimation Denoising +2

EXnet: Efficient In-context Learning for Data-less Text classification

no code implementations24 May 2023 Debaditya Shome, Kuldeep Yadav

In-context learning extends zero-shot learning by incorporating prompts and examples, resulting in increased task accuracy.

In-Context Learning Question Answering +4

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