Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Maximizing sinusoidal channels of HZSM-5 for high shape-selectivity to p-xylene.

Nature communications·2019
Same author

Correction: Loss of the novel mitochondrial protein FAM210B promotes metastasis via PDK4-dependent metabolic reprogramming.

Cell death & disease·2019
Same author

RAD54B potentiates tumor growth and predicts poor prognosis of patients with luminal A breast cancer.

Biomedicine & pharmacotherapy = Biomedecine & pharmacotherapie·2019
Same author

Clinical management of malignant ovarian germ cell tumors: A 26-year experience in a tertiary care institution.

Surgical oncology·2019
Same author

Construction of a sp<sup>3</sup> /sp<sup>2</sup> Carbon Interface in 3D N-Doped Nanocarbons for the Oxygen Reduction Reaction.

Angewandte Chemie (International ed. in English)·2019
Same author

A versatile route to fabricate single atom catalysts with high chemoselectivity and regioselectivity in hydrogenation.

Nature communications·2019

相关实验视频

Updated: May 24, 2025

Ultrasound Images of the Tongue: A Tutorial for Assessment and Remediation of Speech Sound Errors
08:32

Ultrasound Images of the Tongue: A Tutorial for Assessment and Remediation of Speech Sound Errors

Published on: January 3, 2017

21.6K

基于超声波舌头图像的端到端普通话语音重建,使用深度学习.

Fengji Li, Fei Shen, Ding Ma

    IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
    |March 3, 2025
    PubMed
    概括

    这项研究使用超声波舌头图像和深度学习重建了喉切除术患者的语音. 该方法在恢复明确的普通话语音方面显示出有希望的结果,有助于语音康复.

    更多相关视频

    Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application
    05:56

    Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application

    Published on: April 14, 2023

    2.3K
    Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception
    05:48

    Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception

    Published on: August 9, 2024

    1.4K

    相关实验视频

    Last Updated: May 24, 2025

    Ultrasound Images of the Tongue: A Tutorial for Assessment and Remediation of Speech Sound Errors
    08:32

    Ultrasound Images of the Tongue: A Tutorial for Assessment and Remediation of Speech Sound Errors

    Published on: January 3, 2017

    21.6K
    Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application
    05:56

    Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application

    Published on: April 14, 2023

    2.3K
    Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception
    05:48

    Author Spotlight: Investigating the Impact of Emotional Prosodies on Voice Recognition and Perception

    Published on: August 9, 2024

    1.4K

    科学领域:

    • 生物医学工程 生物医学工程
    • 语音科学 语言科学
    • 人工智能的人工智能

    背景情况:

    • 喉腔切除术经常导致言语丧失,造成严重的痛苦.
    • 喉切除术中完整的关节器官突出显示了语音康复的潜力.
    • 利用发音运动信息是恢复语音功能的关键.

    研究的目的:

    • 开发一种基于深度学习的方法,从超声波舌头图像进行语音重建.
    • 为了恢复经过喉腔切除术的个体的可理解的言语.
    • 为了利用表达运动数据用于语音康复.

    主要方法:

    • 采集了使用普通话语体的同时超声波舌头图像和语音数据.
    • 使用对抗神经网络开发了一个端到端的语音重建模型.
    • 整合了预训练的特征提取器,升级采样块和语音生成和保真性的歧视器.

    主要成果:

    • 重建的语音显示了普通话语音和音调的高度可理解性.
    • 取得了0.2544的音符错误率和0.1784.4的音调错误率.
    • 客观和主观评估证实了重建的演讲的高度相似性和可接受的自然性.

    结论:

    • 拟议的深度学习方法可以从超声波舌头图像中重建音调的普通话语音.
    • 这些发现支持了喉切除患者语音康复的潜力.
    • 未来的工作重点应该是优化模型,以满足特定的喉状况,并扩大数据集.