Speaker Classification I pdf epub mobi txt 電子書 下載2025
出版者:Springer
作者:Muller, Christian
出品人:
頁數:353
译者:
出版時間:2007-09-14
價格:USD 79.95
裝幀:Paperback
isbn號碼:9783540741862
叢書系列:
圖書標籤:
- 語音研究
- 實驗語音學
- （專）未標記
- 語音分類
- 語音
- 語言學
- 數據處理
- 語音識彆
- 說話人識彆
- 音頻處理
- 機器學習
- 深度學習
- 信號處理
- 模式識彆
- 聲學
- 特徵提取
- 分類算法
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具體描述
著者簡介
圖書目錄
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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