Robust Speaker Recognition in Noisy Environments

Robust Speaker Recognition in Noisy Environments
Author :
Publisher : Springer
Total Pages : 149
Release :
ISBN-10 : 9783319071305
ISBN-13 : 3319071300
Rating : 4/5 (05 Downloads)

Book Synopsis Robust Speaker Recognition in Noisy Environments by : K. Sreenivasa Rao

Download or read book Robust Speaker Recognition in Noisy Environments written by K. Sreenivasa Rao and published by Springer. This book was released on 2014-06-21 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses speaker recognition methods to deal with realistic variable noisy environments. The text covers authentication systems for; robust noisy background environments, functions in real time and incorporated in mobile devices. The book focuses on different approaches to enhance the accuracy of speaker recognition in presence of varying background environments. The authors examine: (a) Feature compensation using multiple background models, (b) Feature mapping using data-driven stochastic models, (c) Design of super vector- based GMM-SVM framework for robust speaker recognition, (d) Total variability modeling (i-vectors) in a discriminative framework and (e) Boosting method to fuse evidences from multiple SVM models.


Robust Speaker Recognition in Noisy Environments Related Books

Robust Speaker Recognition in Noisy Environments
Language: en
Pages: 149
Authors: K. Sreenivasa Rao
Categories: Technology & Engineering
Type: BOOK - Published: 2014-06-21 - Publisher: Springer

DOWNLOAD EBOOK

This book discusses speaker recognition methods to deal with realistic variable noisy environments. The text covers authentication systems for; robust noisy bac
Techniques for Noise Robustness in Automatic Speech Recognition
Language: en
Pages: 514
Authors: Tuomas Virtanen
Categories: Technology & Engineering
Type: BOOK - Published: 2012-11-28 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Automatic speech recognition (ASR) systems are finding increasing use in everyday life. Many of the commonplace environments where the systems are used are nois
Robust Automatic Speech Recognition
Language: en
Pages: 308
Authors: Jinyu Li
Categories: Technology & Engineering
Type: BOOK - Published: 2015-10-30 - Publisher: Academic Press

DOWNLOAD EBOOK

Robust Automatic Speech Recognition: A Bridge to Practical Applications establishes a solid foundation for automatic speech recognition that is robust against a
Forensic Speaker Recognition
Language: en
Pages: 546
Authors: Amy Neustein
Categories: Technology & Engineering
Type: BOOK - Published: 2011-10-05 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Forensic Speaker Recognition: Law Enforcement and Counter-Terrorism is an anthology of the research findings of 35 speaker recognition experts from around the w
Robustness-Related Issues in Speaker Recognition
Language: en
Pages: 57
Authors: Thomas Fang Zheng
Categories: Technology & Engineering
Type: BOOK - Published: 2017-04-06 - Publisher: Springer

DOWNLOAD EBOOK

This book presents an overview of speaker recognition technologies with an emphasis on dealing with robustness issues. Firstly, the book gives an overview of sp