End-to-End Mandarin Speech Reconstruction Based on Ultrasound Tongue Images Using Deep Learning

End-to-End Mandarin Speech Reconstruction Based on Ultrasound Tongue Images Using Deep Learning

The loss of speech function following a laryngectomy usually leads to severe physiological and psychological distress for laryngectomees. In clinical practice, most laryngectomees retain intact upper tract articulatory organs, emphasizing the significance of speech rehabilitation that utilizes artic...

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Bibliographic Details
Main Authors: Fengji Li, Fei Shen, Ding Ma, Jie Zhou, Shaochuan Zhang, Li Wang, Fan Fan, Tao Liu, Xiaohong Chen, Tomoki Toda, Haijun Niu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Ultrasound tongue image
speech reconstruction
end-to-end
generative adversarial networks (GANs)
Mandarin speech
Online Access:https://ieeexplore.ieee.org/document/10810495/
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