Extraction of prosody for automatic speaker, language, emotion and speech recognition. (2019)

• Record Type: Book
• Further Information: Note: Leena Mary.
• Authors: Mary, Leena
• Contents: Intro; Preface; Contents; 1 Significance of Prosody for Speaker, Language, Emotion, and Speech Recognition; 1.1 Introduction; 1.2 What is Prosody?; 1.2.1 Intonation; 1.2.2 Stress; 1.2.3 Rhythm; 1.3 Probabilistic Formulation of Recognition; 1.4 Significance of Prosody for Robust Recognition; 1.5 Automatic Speaker Recognition; 1.5.1 Speaker Recognition by Humans; 1.5.2 Speaker-Specific Aspect of Speech; 1.5.3 Significance of Prosody for Automatic Speaker Recognition; 1.6 Automatic Language Recognition; 1.6.1 Language Recognition by Humans; 1.6.2 Language-Specific Aspect of Speech 1.6.3 Significance of Prosody for Automatic Language Recognition1.6.3.1 Intonation; 1.6.3.2 Rhythm; 1.6.3.3 Stress; 1.7 Automatic Emotion Recognition; 1.7.1 Emotion Recognition by Humans; 1.7.2 Emotion-Specific Aspect of Speech; 1.7.3 Significance of Prosody for Automatic Emotion Recognition; 1.8 Automatic Speech Recognition; 1.8.1 Speech Recognition by Humans; 1.8.2 Significance of Prosody for Automatic Speech Recognition; 1.9 Summary; 2 Extraction and Representation of Prosody for Speaker, Language, Emotion, and Speech Recognition; 2.1 Introduction 2.2 ASR-Free Approaches for Automatic Segmentation and Representation of Prosody2.2.1 Syllable-Like Segmentation Using Location of Vowel Onset Points; 2.2.1.1 Detection of Vowel Onset Points; 2.2.1.2 Feature Parameterization; 2.2.1.3 Representation of Prosodic Features for Speaker Recognition; 2.2.1.4 Representation of Prosodic Features for Language Recognition; 2.2.2 Syllable-Like Segmentation Using Information from F0 and Energy Contour; 2.2.2.1 Feature Representation for Speaker, Language, and Emotion Recognition; 2.2.3 Syllable-Like Segmentation Using Detection of Vowel Region 2.2.3.1 Feature Representation for Language Recognition2.2.4 Segmentation Using Inflections or Start/End of Voicing; 2.2.5 Segmentation as Pseudo Syllables; 2.2.6 Segmentation at Predefined Intervals; 2.2.6.1 Feature Representation for Emotion Recognition; 2.2.7 Suprasegmental Parameterization; 2.2.8 Segmentation at Sentence/Phrase and Syllable Level; 2.2.8.1 Prosodic Features for Emotion Recognition; 2.3 ASR-Based Approaches for Extraction and Representation of Prosody; 2.3.1 Segmentation into Nonuniform Extraction Regions; 2.3.2 Segmentation into Pseudo Syllables; 2.4 Summary 3 Modeling and Fusion of Prosody for Speaker, Language, Emotion, and Speech Recognition3.1 Introduction; 3.2 Modeling of Prosody; 3.3 Speaker Recognition Systems Based on Prosody; 3.4 Language Recognition Systems Based on Prosody; 3.5 Emotion Recognition Systems Based on Prosody; 3.6 Speech Recognition Systems Based on Prosody; 3.7 Fusion of Prosodic Evidence into the Conventional Recognition Applications; 3.8 Summary; References
• Edition: Second edition
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 006.4/54; Engineering; Speech processing systems; Versification; Natural language processing (Computer science); COMPUTERS / General; Natural language processing (Computer science); Speech processing systems; Versification; Language Arts & Disciplines -- Linguistics -- General; Computers -- Speech & Audio Processing; Computational linguistics; Natural language & machine translation; Computational linguistics; Natural language processing (Computer science); Technology & Engineering -- Electronics -- General; Imaging systems & technology; Electronic books
• Languages: English
• ISBNs: 9783319911717; 3319911716
• Related ISBNs: 9783319911700; 3319911708
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (Library Ideas, viewed Aug. 10, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.