Distant Speech Recognition

Distant Speech Recognition
Author :
Publisher : John Wiley & Sons
Total Pages : 600
Release :
ISBN-10 : 9780470714072
ISBN-13 : 0470714077
Rating : 4/5 (72 Downloads)

Book Synopsis Distant Speech Recognition by : Matthias Woelfel

Download or read book Distant Speech Recognition written by Matthias Woelfel and published by John Wiley & Sons. This book was released on 2009-04-20 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: A complete overview of distant automatic speech recognition The performance of conventional Automatic Speech Recognition (ASR) systems degrades dramatically as soon as the microphone is moved away from the mouth of the speaker. This is due to a broad variety of effects such as background noise, overlapping speech from other speakers, and reverberation. While traditional ASR systems underperform for speech captured with far-field sensors, there are a number of novel techniques within the recognition system as well as techniques developed in other areas of signal processing that can mitigate the deleterious effects of noise and reverberation, as well as separating speech from overlapping speakers. Distant Speech Recognitionpresents a contemporary and comprehensive description of both theoretic abstraction and practical issues inherent in the distant ASR problem. Key Features: Covers the entire topic of distant ASR and offers practical solutions to overcome the problems related to it Provides documentation and sample scripts to enable readers to construct state-of-the-art distant speech recognition systems Gives relevant background information in acoustics and filter techniques, Explains the extraction and enhancement of classification relevant speech features Describes maximum likelihood as well as discriminative parameter estimation, and maximum likelihood normalization techniques Discusses the use of multi-microphone configurations for speaker tracking and channel combination Presents several applications of the methods and technologies described in this book Accompanying website with open source software and tools to construct state-of-the-art distant speech recognition systems This reference will be an invaluable resource for researchers, developers, engineers and other professionals, as well as advanced students in speech technology, signal processing, acoustics, statistics and artificial intelligence fields.


Distant Speech Recognition Related Books

Distant Speech Recognition
Language: en
Pages: 600
Authors: Matthias Woelfel
Categories: Technology & Engineering
Type: BOOK - Published: 2009-04-20 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

A complete overview of distant automatic speech recognition The performance of conventional Automatic Speech Recognition (ASR) systems degrades dramatically as
Distant Speech Recognition
Language: en
Pages: 594
Authors: Dr, Matthias Woelfel
Categories: Technology & Engineering
Type: BOOK - Published: 2009-05-26 - Publisher: Wiley

DOWNLOAD EBOOK

A complete overview of distant automatic speech recognition The performance of conventional Automatic Speech Recognition (ASR) systems degrades dramatically as
New Era for Robust Speech Recognition
Language: en
Pages: 433
Authors: Shinji Watanabe
Categories: Computers
Type: BOOK - Published: 2017-10-30 - Publisher: Springer

DOWNLOAD EBOOK

This book covers the state-of-the-art in deep neural-network-based methods for noise robustness in distant speech recognition applications. It provides insights
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
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