Speaker Classification I
Title | Speaker Classification I PDF eBook |
Author | Christian Müller |
Publisher | Springer |
Pages | 363 |
Release | 2007-08-28 |
Genre | Computers |
ISBN | 354074200X |
This volume and its companion volume LNAI 4441 constitute a state-of-the-art survey in the field of speaker classification. Together they address such intriguing issues as how speaker characteristics are manifested in voice and speaking behavior. The nineteen contributions in this volume are organized into topical sections covering fundamentals, characteristics, applications, methods, and evaluation.
Fundamentals of Speaker Recognition
Title | Fundamentals of Speaker Recognition PDF eBook |
Author | Homayoon Beigi |
Publisher | Springer Science & Business Media |
Pages | 984 |
Release | 2011-12-09 |
Genre | Technology & Engineering |
ISBN | 0387775927 |
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.
Speaker Classification I
Title | Speaker Classification I PDF eBook |
Author | Christian Müller |
Publisher | Springer Science & Business Media |
Pages | 363 |
Release | 2007-08-14 |
Genre | Computers |
ISBN | 3540741860 |
This volume and its companion volume LNAI 4441 constitute a state-of-the-art survey in the field of speaker classification. Together they address such intriguing issues as how speaker characteristics are manifested in voice and speaking behavior. The nineteen contributions in this volume are organized into topical sections covering fundamentals, characteristics, applications, methods, and evaluation.
Speaker Classification II
Title | Speaker Classification II PDF eBook |
Author | C. Müller |
Publisher | Springer Science & Business Media |
Pages | 317 |
Release | 2007-08-15 |
Genre | Technology & Engineering |
ISBN | 3540741216 |
This two-volume set constitutes a state-of-the-art survey in the field of speaker classification, addressing many critical questions. The twenty-two articles of the second volume cover a number of areas, including gender recognition systems, emotion recognition, text-dependent speaker verification systems, an analysis of both speaker and verbal content information, and accent identification.
The Speaker Identification Ability of Blind and Sighted Listeners
Title | The Speaker Identification Ability of Blind and Sighted Listeners PDF eBook |
Author | Almut Braun |
Publisher | Springer |
Pages | 148 |
Release | 2016-08-12 |
Genre | Psychology |
ISBN | 3658151986 |
Almut Braun carried out forensic phonetic speaker identification experiments (voice lineups) with 306 lay listeners. Blind listeners significantly outperformed sighted listeners when the speech recordings were presented in studio quality. For recordings in mobile phone quality or of whispering voices, blind and sighted listeners achieved similar results. The data can be used as reference material for real cases with blind earwitnesses. Furthermore, it is discussed whether blind individuals are particularly suitable to work as forensic audio analysts for law enforcement agencies.
Speaker Classification Based on Multiple Criteria
Title | Speaker Classification Based on Multiple Criteria PDF eBook |
Author | Miaogeng Zhang |
Publisher | |
Pages | 106 |
Release | 2010 |
Genre | Automatic speech recognition |
ISBN |
Self-Learning Speaker Identification
Title | Self-Learning Speaker Identification PDF eBook |
Author | Tobias Herbig |
Publisher | Springer Science & Business Media |
Pages | 178 |
Release | 2011-06-18 |
Genre | Technology & Engineering |
ISBN | 3642198996 |
Current speech recognition systems are based on speaker independent speech models and suffer from inter-speaker variations in speech signal characteristics. This work develops an integrated approach for speech and speaker recognition in order to gain space for self-learning opportunities of the system. This work introduces a reliable speaker identification which enables the speech recognizer to create robust speaker dependent models In addition, this book gives a new approach to solve the reverse problem, how to improve speech recognition if speakers can be recognized. The speaker identification enables the speaker adaptation to adapt to different speakers which results in an optimal long-term adaptation.