Speaker Classification I pdf epub mobi txt 电子书 下载 2025
出版者:Springer
作者:Muller, Christian
出品人:
页数:353
译者:
出版时间:2007-09-14
价格:USD 79.95
装帧:Paperback
isbn号码:9783540741862
丛书系列:
图书标签:
- 语音研究
- 实验语音学
- （专）未标记
- 语音分类
- 语音
- 语言学
- 数据处理
- 语音识别
- 说话人识别
- 音频处理
- 机器学习
- 深度学习
- 信号处理
- 模式识别
- 声学
- 特征提取
- 分类算法
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具体描述
作者简介
目录信息
I Fundamentals
How Is Individuality Expressed in Voice? An Introduction to Speech Production and Description for Speaker Classification 1
Speaker Classification Concepts: Past, Present and Future 21
II Characteristics
Speaker Characteristics 47
Foreign Accent 75
Acoustic Analysis of Adult Speaker Age 88
Speech Under Stress: Analysis, Modeling and Recognition 108
Speaker Characteristics and Emotion Classification 138
Emotions in Speech: Juristic Implications 152
III Applications
Application of Speaker Classification in Human Machine Dialog Systems 174
Speaker Classification in Forensic Phonetics and Acoustics 180
Forensic Automatic Speaker Classification in the “Coming Paradigm Shift” 205
The Many Roles of Speaker Classification in Speaker Verification and Identification 218
IV Methods and Features
Frame Based Features 226
Higher-Level Features in Speaker Recognition 241
Enhancing Speaker Discrimination at the Feature Level 260
Classification Methods for Speaker Recognition 278
Multi-stream Fusion for Speaker Classification 298
V Evaluation
Evaluations of Automatic Speaker Classification Systems 313
An Introduction to Application-Independent Evaluation of Speaker Recognition Systems330
Author Index 355
· · · · · · (收起)
How Is Individuality Expressed in Voice? An Introduction to Speech Production and Description for Speaker Classification 1
Speaker Classification Concepts: Past, Present and Future 21
II Characteristics
Speaker Characteristics 47
Foreign Accent 75
Acoustic Analysis of Adult Speaker Age 88
Speech Under Stress: Analysis, Modeling and Recognition 108
Speaker Characteristics and Emotion Classification 138
Emotions in Speech: Juristic Implications 152
III Applications
Application of Speaker Classification in Human Machine Dialog Systems 174
Speaker Classification in Forensic Phonetics and Acoustics 180
Forensic Automatic Speaker Classification in the “Coming Paradigm Shift” 205
The Many Roles of Speaker Classification in Speaker Verification and Identification 218
IV Methods and Features
Frame Based Features 226
Higher-Level Features in Speaker Recognition 241
Enhancing Speaker Discrimination at the Feature Level 260
Classification Methods for Speaker Recognition 278
Multi-stream Fusion for Speaker Classification 298
V Evaluation
Evaluations of Automatic Speaker Classification Systems 313
An Introduction to Application-Independent Evaluation of Speaker Recognition Systems330
Author Index 355
· · · · · · (收起)
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