Pengcheng Yue — accepted AI-conference papers

2024

Improving Speech Emotion Recognition with Unsupervised Speaking Style Transfer

Leyuan Qu, Wei Wang, Cornelius Weber, Pengcheng Yue, Taihao Li, Stefan Wermter

ICASSP 2024accepted

Humans can effortlessly modify various prosodic attributes, such as the placement of stress and the intensity of sentiment, to convey a specific emotion while maintaining consistent linguistic content. Motivated by this capability, we propose EmoAug, a novel style transfer model designed to enhance…

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2024

Multi-Modal Emotion Recognition Using Multiple Acoustic Features and Dual Cross-Modal Transformer

Yanfeng Wu, Pengcheng Yue, Leyuan Qu, Taihao Li, Yu-Ping Ruan

ICASSP 2024accepted

Multi-modal emotion recognition (MER) using speech and text has attracted extensive attention because of the easy availability of data for these two modalities. Recently, the self-surprised learning (SSL) pre-trained model has become the state-of-the-art (SOTA) method for the extraction of acoustic…

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