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Distant Speech Recognition Hc.
655.20 EGP

Distant Speech Recognition Hc.

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655.20 EGP 

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Category Type
Electronics
ISBN
9780470517048
Author
Woelfel, M.C.
Publisher
John Wiley & Sons Ltd
Description:

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 ...

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PRODUCT INFORMATION

  •  

    Specifications

    Category Type
    Electronics
    ISBN
    9780470517048
    Item EAN
    2724546149372
    People
    Author
    Woelfel, M.C.
    People
    Publisher
    John Wiley & Sons Ltd
    Category Type
    Electronics
    ISBN
    9780470517048
    Item EAN
    2724546149372
    People
    Author
    Woelfel, M.C.
    People
    Publisher
    John Wiley & Sons Ltd
    Technical Information
    Binding
    Paperback
    Languages and countries
    Book Language
    English
    Read more
  •  

    Description:

    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,

    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 Recognition presents 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 Hc.
    • Author: Woelfel, M.C.
    • Publisher: John Wiley & Sons Ltd
    • Published: 2009
 

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