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Distant Speech Recognition of Natural Spontaneous Multi-party Conversations

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Release : 2017
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Kind : eBook
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Book Synopsis Distant Speech Recognition of Natural Spontaneous Multi-party Conversations by : Yulan Liu

Download or read book Distant Speech Recognition of Natural Spontaneous Multi-party Conversations written by Yulan Liu. This book was released on 2017. Available in PDF, EPUB and Kindle. Book excerpt:

Distant Speech Recognition

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Release : 2009-04-20
Genre : Technology & Engineering
Kind : eBook
Book Rating : 077/5 ( reviews)

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Book Synopsis Distant Speech Recognition by : Matthias Woelfel

Download or read book Distant Speech Recognition written by Matthias Woelfel. This book was released on 2009-04-20. 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.

Springer Handbook of Speech Processing

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Release : 2007-11-28
Genre : Technology & Engineering
Kind : eBook
Book Rating : 252/5 ( reviews)

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Book Synopsis Springer Handbook of Speech Processing by : Jacob Benesty

Download or read book Springer Handbook of Speech Processing written by Jacob Benesty. This book was released on 2007-11-28. Available in PDF, EPUB and Kindle. Book excerpt: This handbook plays a fundamental role in sustainable progress in speech research and development. With an accessible format and with accompanying DVD-Rom, it targets three categories of readers: graduate students, professors and active researchers in academia, and engineers in industry who need to understand or implement some specific algorithms for their speech-related products. It is a superb source of application-oriented, authoritative and comprehensive information about these technologies, this work combines the established knowledge derived from research in such fast evolving disciplines as Signal Processing and Communications, Acoustics, Computer Science and Linguistics.

Model-based Sparse Component Analysis for Multiparty Distant Speech Recognition

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Release : 2013
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Book Synopsis Model-based Sparse Component Analysis for Multiparty Distant Speech Recognition by : Afsaneh Asaei

Download or read book Model-based Sparse Component Analysis for Multiparty Distant Speech Recognition written by Afsaneh Asaei. This book was released on 2013. Available in PDF, EPUB and Kindle. Book excerpt:

Companion Technology

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Release : 2017-12-04
Genre : Computers
Kind : eBook
Book Rating : 651/5 ( reviews)

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Book Synopsis Companion Technology by : Susanne Biundo

Download or read book Companion Technology written by Susanne Biundo. This book was released on 2017-12-04. Available in PDF, EPUB and Kindle. Book excerpt: Future technical systems will be companion systems, competent assistants that provide their functionality in a completely individualized way, adapting to a user’s capabilities, preferences, requirements, and current needs, and taking into account both the emotional state and the situation of the individual user. This book presents the enabling technology for such systems. It introduces a variety of methods and techniques to implement an individualized, adaptive, flexible, and robust behavior for technical systems by means of cognitive processes, including perception, cognition, interaction, planning, and reasoning. The technological developments are complemented by empirical studies from psychological and neurobiological perspectives.

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