154 citations · 510 across the 52 of their papers we have counts for
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Disentangling Prosody Representations with Unsupervised Speech Reconstruction
Leyuan Qu, Taihao Li, Cornelius Weber +3
Human speech can be characterized by different components, including semantic content, speaker identity and prosodic information. Significant progress has been made in disentanglin…
Improving Speech Emotion Recognition with Unsupervised Speaking Style Transfer
Leyuan Qu, Wei Wang, Cornelius Weber +3
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 consisten…
LipSound2: Self-Supervised Pre-Training for Lip-to-Speech Reconstruction and Lip Reading
Leyuan Qu, Cornelius Weber, Stefan Wermter
The aim of this work is to investigate the impact of crossmodal self-supervised pre-training for speech reconstruction (video-to-audio) by leveraging the natural co-occurrence of a…