Dongyan Huang — accepted AI-conference papers

2021

LSSED: A Large-Scale Dataset and Benchmark for Speech Emotion Recognition

Weiquan Fan, Xiangmin Xu, Xiaofen Xing, Weidong Chen, Dongyan Huang

ICASSP 2021accepted

Speech emotion recognition is a vital contributor to the next generation of human-computer interaction (HCI). However, current existing small-scale databases have limited the development of related research. In this paper, we present LSSED, a challenging large-scale english speech emotion dataset, w…

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2019

Context-aware Deep Learning for Multi-modal Depression Detection

Genevieve Lam, Dongyan Huang, Weisi Lin

ICASSP 2019accepted

In this study, we focus on automated approaches to detect depression from clinical interviews using machine learning approached, which the models are trained on multi-modal data. Differentiating from successful machine learning approaches such as context-aware analysis through feature engineering an…

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