Audio2Gestures: Generating Diverse Gestures from Speech Audio with Conditional Variational Autoencoders

Generating conversational gestures from speech audio is challenging due to the inherent one-to-many mapping be-tween audio and body motions. Conventional CNNs/RNNs assume one-to-one mapping, and thus tend to predict the average of all possible target motions, resulting in plain/boring motions during...

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Veröffentlicht in:	Proceedings / IEEE International Conference on Computer Vision S. 11273 - 11282
Hauptverfasser:	Li, Jing, Kang, Di, Pei, Wenjie, Zhe, Xuefei, Zhang, Ying, He, Zhenyu, Bao, Linchao
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.10.2021
Schlagworte:	Action and behavior recognition Bicycles Codes Computer vision Correlation Gestures and body pose Speech coding Three-dimensional displays Training Vision + other modalities
ISSN:	2380-7504
Online-Zugang:	Volltext
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