Jove
Visualize
联系我们

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

Utterance-Style-Dependent Speaker Verification Using Emotional Embedding with Pretrained Models.

Sensors (Basel, Switzerland)·2025
Same author

Screening of Mild Cognitive Impairment Through Conversations With Humanoid Robots: Exploratory Pilot Study.

JMIR formative research·2023
Same author

Automatic Detection of Chewing and Swallowing.

Sensors (Basel, Switzerland)·2021
Same author

Development of a compact wireless Laplacian electrode module for electromyograms and its human interface applications.

Sensors (Basel, Switzerland)·2013
Same author

Analysis of prosody in finger braille using electromyography.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference·2007
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

相关实验视频

Updated: May 21, 2025

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

同时识别语音和饮食行为,使用数据增强和双阶段微调.

Toshihiro Tsukagoshi1, Masafumi Nishida1, Masafumi Nishimura1,2

  • 1Graduate School of Science and Technology, Shizuoka University, 3-5-1 Johoku, Chuo-ku, Hamamatsu 432-8011, Japan.

Sensors (Basel, Switzerland)
|March 17, 2025
PubMed
概括

这项研究引入了一种新的方法,用于同时识别语音和饮食行为,使用合成数据和双阶段微调. 该方法有效监测日常健康行为,在检测和吞方面达到高精度.

关键词:
饮食行为识别 饮食行为识别卫生监测健康监测自主监督学习学习皮肤接触式麦克风语音识别 语音识别 语言识别

更多相关视频

Deep Neural Networks for Image-Based Dietary Assessment
13:19

Deep Neural Networks for Image-Based Dietary Assessment

Published on: March 13, 2021

8.9K
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

相关实验视频

Last Updated: May 21, 2025

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
Deep Neural Networks for Image-Based Dietary Assessment
13:19

Deep Neural Networks for Image-Based Dietary Assessment

Published on: March 13, 2021

8.9K
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

科学领域:

  • 生物医学工程 生物医学工程
  • 声学信号处理 声学信号处理
  • 机器学习用于健康

背景情况:

  • 同时识别语音和饮食行为对于健康管理至关重要.
  • 现有的系统面临着挑战,因为语音和食用声音的独特声学和上下文特性.
  • 对这些行为进行综合识别是一个尚未探索的领域.

研究的目的:

  • 开发一种高精度的方法,同时识别语音和饮食行为.
  • 在整合这两个行为声音领域时应对领域适应挑战.
  • 通过先进的语音识别技术实现日常健康监测.

主要方法:

  • 数据增强使用合成数据创建通过连接语音和吃声音.
  • 一个两阶段的微调方法来适应自我监督的学习模型.
  • 培训数据的生成模拟了真实世界语音和饮食的同时发生.

主要成果:

  • 保持了高的语音识别准确度.
  • 在饮食行为方面取得了很高的检测性能:F1得分为0.918的和0.926的吞.
  • 证明了拟议的域调整技术的有效性.

结论:

  • 提出的方法成功地整合了语音和饮食行为识别.
  • 这项技术具有非侵入性,日常健康监测应用的巨大潜力.
  • 进一步的研究可以基于这种方法进行全面的行为分析.