10 citations · 28 across the 11 of their papers we have counts for
6 papers · 1 filter
Privacy-preserving Representation Learning for Speech Understanding
Minh Tran, Mohammad Soleymani
Existing privacy-preserving speech representation learning methods target a single application domain. In this paper, we present a novel framework to anonymize utterance-level spee…
Personalized Adaptation with Pre-trained Speech Encoders for Continuous Emotion Recognition
Minh Tran, Yufeng Yin, Mohammad Soleymani
There are individual differences in expressive behaviors driven by cultural norms and personality. This between-person variation can result in reduced emotion recognition performan…
LibreFace: An Open-Source Toolkit for Deep Facial Expression Analysis
Di Chang, Yufeng Yin, Zongjian Li +2
Facial expression analysis is an important tool for human-computer interaction. In this paper, we introduce LibreFace, an open-source toolkit for facial expression analysis. This o…
Representation Learning for Audio Privacy Preservation using Source Separation and Robust Adversarial Learning
Diep Luong, Minh Tran, Shayan Gharib +2
Privacy preservation has long been a concern in smart acoustic monitoring systems, where speech can be passively recorded along with a target signal in the system's operating envir…
Adversarial Representation Learning for Robust Privacy Preservation in Audio
Shayan Gharib, Minh Tran, Diep Luong +2
Sound event detection systems are widely used in various applications such as surveillance and environmental monitoring where data is automatically collected, processed, and sent t…
Multi-modal Facial Action Unit Detection with Large Pre-trained Models for the 5th Competition on Affective Behavior Analysis in-the-wild
Yufeng Yin, Minh Tran, Di Chang +2
Facial action unit detection has emerged as an important task within facial expression analysis, aimed at detecting specific pre-defined, objective facial expressions, such as lip…