Improving Ultrasound Tongue Image Reconstruction from Lip Images Using Self-supervised Learning and Attention Mechanism

Speech production is a dynamic procedure, which involved multi human organs including the tongue, jaw and lips. Modeling the dynamics of the vocal tract deformation is a fundamental problem to understand the speech, which is the most common way for human daily communication. Researchers employ sever...

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Veröffentlicht in:	arXiv.org 2021-06
Hauptverfasser:	Liu, Haiyang, Zhang, Jihan
Format:	Artikel
Sprache:	eng
Schlagworte:	Cognitive tasks Image reconstruction Organs Self-supervised learning Speech Streams Supervised learning Tongue Ultrasonic imaging Vocal tract
Online-Zugang:	Volltext
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