Search Results for author: Sudarshan Pant

Found 5 papers, 0 papers with code

A transformer-based approach to video frame-level prediction in Affective Behaviour Analysis In-the-wild

no code implementations16 Mar 2023 Dang-Khanh Nguyen, Ngoc-Huynh Ho, Sudarshan Pant, Hyung-Jeong Yang

In recent years, transformer architecture has been a dominating paradigm in many applications, including affective computing.

Emotion Classification

Fine-tuning Wav2vec for Vocal-burst Emotion Recognition

no code implementations1 Oct 2022 Dang-Khanh Nguyen, Sudarshan Pant, Ngoc-Huynh Ho, Guee-Sang Lee, Soo-Huyng Kim, Hyung-Jeong Yang

The ACII Affective Vocal Bursts (A-VB) competition introduces a new topic in affective computing, which is understanding emotional expression using the non-verbal sound of humans.

Emotion Recognition

Affective Behavior Analysis using Action Unit Relation Graph and Multi-task Cross Attention

no code implementations21 Jul 2022 Dang-Khanh Nguyen, Sudarshan Pant, Ngoc-Huynh Ho, Guee-Sang Lee, Soo-Huyng Kim, Hyung-Jeong Yang

In this paper, we present our solution and experiment result for the Multi-Task Learning challenge of the Affective Behavior Analysis in-the-wild competition.

Action Unit Detection Arousal Estimation +5

Cannot find the paper you are looking for? You can Submit a new open access paper.