Extraction of prosody for automatic speaker, language, emotion and speech recognition

• 作者： Mary, Leena, author.
• 其他作者：
  • SpringerLink (Online service)
• 其他題名：
  • SpringerBriefs in speech technology, studies in speech signal processing, natural language understanding, and machine learning.
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 版本：Second edition.
• 叢書名： SpringerBriefs in speech technology, studies in speech signal processing, natural language understanding, and machine learning,
• 主題： Speech processing systems. , Versification. , Natural language processing (Computer science) , Engineering. , Signal, Image and Speech Processing. , Computational Linguistics. , Language Translation and Linguistics.
• ISBN： 9783319911717 (electronic bk.) 、 9783319911700 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Introduction -- Significance of Prosody for Speaker, Language, Emotion and Speech Recognition -- Automatic Extraction of Prosody for Speaker, Language, Emotion and Speech Recognition -- Modeling and Fusion of Prosody for Speaker, Language, Emotion and Speech Recognition -- Conclusion.
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• 摘要註: This updated book expands upon prosody for recognition applications of speech processing. It includes importance of prosody for speech processing applications; builds on why prosody needs to be incorporated in speech processing applications; and presents methods for extraction and representation of prosody for applications such as speaker recognition, language recognition and speech recognition. The updated book also includes information on the significance of prosody for emotion recognition and various prosody-based approaches for automatic emotion recognition from speech.
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