Fundamentals of Speaker Recognition [electronic resource] /by Homayoon Beigi.
by Beigi, Homayoon [author.]; SpringerLink (Online service).
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BookPublisher: Boston, MA : Springer US, 2011.Edition: 1.Description: LXI, 942p. 177 illus. online resource.ISBN: 9780387775920.Subject(s): Engineering | Coding theory | Optical pattern recognition | Biometrics | Acoustics | Engineering | Signal, Image and Speech Processing | Biometrics | Pattern Recognition | Security Science and Technology | Coding and Information Theory | AcousticsDDC classification: 621.382 Online resources: Click here to access online | Item type | Current location | Call number | Status | Date due | Barcode |
|---|---|---|---|---|---|
| TA1637-1638 (Browse shelf) | Available | ||||
| TK7882.S65 (Browse shelf) | Available | ||||
| Long Loan | MAIN LIBRARY | TK5102.9 (Browse shelf) | Available |
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| QR251-255 Drug Targets in Kinetoplastid Parasites | RC261-271 Sunlight, Vitamin D and Skin Cancer | RB155-155.8 Genomic Imprinting | TA1637-1638 Fundamentals of Speaker Recognition | QK1-989 Oil Crops | Cellular Genetic Algorithms | CC1-960 Te Puna - A New Zealand Mission Station |
Preface -- Basic Theory -- Introduction -- Speaker and Vocal Tract Modeling -- Signal Processing and Feature Extraction Techniques -- Data Representation and Probability Distributions -- Information Theory -- Metrics and Distortion Measures Bayesian Learning and Gaussian Mixture Modeling -- Parameter Estimation and Learning -- Hidden Markov Modeling (HMM) -- Support Vector Machines -- Neural Networks -- Advanced Theory -- Speaker Modeling -- Algorithms -- Practice -- Speaker Recognition -- Overall Design -- Representation of Results.- Glossary -- Index.
An emerging technology, Speaker Recognition is becoming well-known for providing voice authentication over the telephone for helpdesks, call centres and other enterprise businesses for business process automation. "Fundamentals of Speaker Recognition" introduces Speaker Identification, Speaker Verification, Speaker (Audio Event) Classification, Speaker Detection, Speaker Tracking and more. The technical problems are rigorously defined, and a complete picture is made of the relevance of the discussed algorithms and their usage in building a comprehensive Speaker Recognition System. Designed as a textbook with examples and exercises at the end of each chapter, "Fundamentals of Speaker Recognition" is suitable for advanced-level students in computer science and engineering, concentrating on biometrics, speech recognition, pattern recognition, signal processing and, specifically, speaker recognition. It is also a valuable reference for developers of commercial technology and for speech scientists. Please click on the link under "Additional Information" to view supplemental information including the Table of Contents and Index.
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