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…
Whose Emotion Matters? Speaking Activity Localisation without Prior Knowledge
Hugo Carneiro, Cornelius Weber, Stefan Wermter
The task of emotion recognition in conversations (ERC) benefits from the availability of multiple modalities, as provided, for example, in the video-based Multimodal EmotionLines D…
Visually Grounded Commonsense Knowledge Acquisition
Yuan Yao, Tianyu Yu, Ao Zhang +8
Large-scale commonsense knowledge bases empower a broad range of AI applications, where the automatic extraction of commonsense knowledge (CKE) is a fundamental and challenging pro…
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…
Impact Makes a Sound and Sound Makes an Impact: Sound Guides Representations and Explorations
Xufeng Zhao, Cornelius Weber, Muhammad Burhan Hafez +1
Sound is one of the most informative and abundant modalities in the real world while being robust to sense without contacts by small and cheap sensors that can be placed on mobile…
Knowing Earlier what Right Means to You: A Comprehensive VQA Dataset for Grounding Relative Directions via Multi-Task Learning
Kyra Ahrens, Matthias Kerzel, Jae Hee Lee +2
Spatial reasoning poses a particular challenge for intelligent agents and is at the same time a prerequisite for their successful interaction and communication in the physical worl…