Speech Recognition for Short Range Radio in a Noisy Environment

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (923 download)

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Book Synopsis Speech Recognition for Short Range Radio in a Noisy Environment by :

Download or read book Speech Recognition for Short Range Radio in a Noisy Environment written by and published by . This book was released on 2002 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Acoustical and Environmental Robustness in Automatic Speech Recognition

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Publisher : Springer Science & Business Media
ISBN 13 : 9780792392842
Total Pages : 216 pages
Book Rating : 4.3/5 (928 download)

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Book Synopsis Acoustical and Environmental Robustness in Automatic Speech Recognition by : Alex Acero

Download or read book Acoustical and Environmental Robustness in Automatic Speech Recognition written by Alex Acero and published by Springer Science & Business Media. This book was released on 1992-11-30 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: The need for automatic speech recognition systems to be robust with respect to changes in their acoustical environment has become more widely appreciated in recent years, as more systems are finding their way into practical applications. Although the issue of environmental robustness has received only a small fraction of the attention devoted to speaker independence, even speech recognition systems that are designed to be speaker independent frequently perform very poorly when they are tested using a different type of microphone or acoustical environment from the one with which they were trained. The use of microphones other than a "close talking" headset also tends to severely degrade speech recognition -performance. Even in relatively quiet office environments, speech is degraded by additive noise from fans, slamming doors, and other conversations, as well as by the effects of unknown linear filtering arising reverberation from surface reflections in a room, or spectral shaping by microphones or the vocal tracts of individual speakers. Speech-recognition systems designed for long-distance telephone lines, or applications deployed in more adverse acoustical environments such as motor vehicles, factory floors, oroutdoors demand far greaterdegrees ofenvironmental robustness. There are several different ways of building acoustical robustness into speech recognition systems. Arrays of microphones can be used to develop a directionally-sensitive system that resists intelference from competing talkers and other noise sources that are spatially separated from the source of the desired speech signal.

Speech Recognition in Noisy Environments

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ISBN 13 :
Total Pages : 28 pages
Book Rating : 4.:/5 (112 download)

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Book Synopsis Speech Recognition in Noisy Environments by : Yifan Gong

Download or read book Speech Recognition in Noisy Environments written by Yifan Gong and published by . This book was released on 1993 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introduction to Digital Professional Mobile Radio

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Publisher : Artech House
ISBN 13 : 1580531733
Total Pages : 352 pages
Book Rating : 4.5/5 (85 download)

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Book Synopsis Introduction to Digital Professional Mobile Radio by : Hans-Peter A. Ketterling

Download or read book Introduction to Digital Professional Mobile Radio written by Hans-Peter A. Ketterling and published by Artech House. This book was released on 2004 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you are involved in the planning, design, testing, installation, maintenance, sales, or frequency management of digital PMR equipment and systems, this first-of-its-kind book is a smart choice. Written by one of the key developers of PMR, this essential reference provides comprehensive coverage of digital PMR systems, including the standards APCO 25, TETRA and DIIS and the proprietary systems ASTRO, EDACS, iDEN, MOBITEX II and TETRAPOL. Offering unique insight from the author's years of experience working with this technology, the book helps you gain a solid understanding of the transition from analogue to digital PMR. It provides you with methods for estimation coverage distance and bandwidth for digital PMR systems.

Phase-based Speech Processing

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Publisher :
ISBN 13 : 9780494157954
Total Pages : 282 pages
Book Rating : 4.1/5 (579 download)

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Book Synopsis Phase-based Speech Processing by : Guangji Shi

Download or read book Phase-based Speech Processing written by Guangji Shi and published by . This book was released on 2006 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: The performance of automatic speech recognition (ASR) systems degrades significantly in adverse environments due to ambient noise and reverberation. This problem becomes even greater in hands-free speech applications, where the microphones can be placed far away from the speaker of interest. Environmental robustness has become a major barrier that prevents ASR from a wide range of applications such as voice recognition in a car and voice controlled hand-held devices. In this research, the importance of phase in robust speech recognition is explored. First, the effect of phase uncertainty on the recognition accuracy of human listeners is investigated. The goal is to get a quantitative measure on the importance of phase. The results show that the importance of phase varies with SNR (signal-to-noise ratio). At low SNR conditions, phase can have a significant impact on speech recognition accuracy. Next, motivated by the importance of phase in multi-microphone signal processing, a phase-based dual-microphone noise masking approach is proposed for speech enhancement. By utilizing the time delay of the speech source of interest to the two microphones and the actual phases of the signals recorded by both microphones, the algorithm filters the noise signal in the short-time Fourier transform domain. By doing so, the noise components are distorted beyond recognition and the speech recognition accuracy is improved. The effectiveness of this approach is demonstrated through performance comparison with alternative techniques. Lastly, an automatic parameter estimation technique is developed to further optimize its performance. The parameter of the phase-based dual-microphone filter is adjusted in run-time automatically by performing likelihood calculations of the enhanced speech features using a prior speech model. Speech recognition tests show that this adaptive approach not only achieves better recognition accuracy, but also improves the filter's robustness when time delay estimates are inaccurate.

Distant Speech Recognition

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Publisher : John Wiley & Sons
ISBN 13 : 0470714077
Total Pages : 600 pages
Book Rating : 4.4/5 (77 download)

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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.

Robust Speech Recognition Using a Noise Rejection Approach

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Publisher :
ISBN 13 :
Total Pages : 288 pages
Book Rating : 4.:/5 (63 download)

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Book Synopsis Robust Speech Recognition Using a Noise Rejection Approach by : Emdad Rahman Khan

Download or read book Robust Speech Recognition Using a Noise Rejection Approach written by Emdad Rahman Khan and published by . This book was released on 1998 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Speech Recognition Workshop

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Publisher :
ISBN 13 :
Total Pages : 204 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Speech Recognition Workshop by :

Download or read book Speech Recognition Workshop written by and published by . This book was released on 1996 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Hands Free Continuous Speech Recognition in Noisy Environment Using a Four Microphone Array

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Publisher :
ISBN 13 :
Total Pages : 4 pages
Book Rating : 4.:/5 (258 download)

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Book Synopsis Hands Free Continuous Speech Recognition in Noisy Environment Using a Four Microphone Array by : D. Giuliani

Download or read book Hands Free Continuous Speech Recognition in Noisy Environment Using a Four Microphone Array written by D. Giuliani and published by . This book was released on 1994 with total page 4 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Scientific and Technical Aerospace Reports

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Publisher :
ISBN 13 :
Total Pages : 700 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Scientific and Technical Aerospace Reports by :

Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1995 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.

Digital Hearing Healthcare

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Publisher : Frontiers Media SA
ISBN 13 : 2889768147
Total Pages : 365 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Digital Hearing Healthcare by : Qinglin Meng

Download or read book Digital Hearing Healthcare written by Qinglin Meng and published by Frontiers Media SA. This book was released on 2022-12-05 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: We would like to acknowledge VCCA2020-Organizer Jan-Willem Wasmann, who has acted as coordinator and has contributed to the preparation of the proposal for this Research Topic. Dr. Qinglin Meng is working on an audio project for Huawei Technologies Co., Ltd. Dr. Jing Chen is working on research projects with Sonova AG. Dr. Fan-Gang Zeng owns stock in Axonics, Nurotron, Syntiant, Velox and Xsense. Dr. Dennis Barbour founded and owns equity in Bonauria. All other Topic Editor declare no conflicts of interest.

Robust Speech Recognition in Noisy Environment

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ISBN 13 :
Total Pages : 262 pages
Book Rating : 4.:/5 (374 download)

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Book Synopsis Robust Speech Recognition in Noisy Environment by : Hang Shun Lee

Download or read book Robust Speech Recognition in Noisy Environment written by Hang Shun Lee and published by . This book was released on 1994 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Robust Speech Recognition Under Noisy Environments

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Publisher :
ISBN 13 :
Total Pages : 242 pages
Book Rating : 4.:/5 (617 download)

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Book Synopsis Robust Speech Recognition Under Noisy Environments by : Siu Wa Lee

Download or read book Robust Speech Recognition Under Noisy Environments written by Siu Wa Lee and published by . This book was released on 2004 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advanced Audio Interface for Phonetic Speech Recognition in a High Noise Environment

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Publisher :
ISBN 13 :
Total Pages : 6 pages
Book Rating : 4.:/5 (227 download)

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Book Synopsis Advanced Audio Interface for Phonetic Speech Recognition in a High Noise Environment by :

Download or read book Advanced Audio Interface for Phonetic Speech Recognition in a High Noise Environment written by and published by . This book was released on 2000 with total page 6 pages. Available in PDF, EPUB and Kindle. Book excerpt: Standard Object Systems, Inc. (SOS) has used its existing technology in phonetic speech recognition, audio signal processing, and multilingual language translation to design and demonstrate an advanced audio interface for speech recognition in a high noise military environment. The Phase 1 result was a design for a Phase 2 prototype system with unique dual microphone hardware with adaptive digital filtering for noise cancellation which interfaces to speech recognition software. It uses auditory features in speech recognition training, and provides applications to multilingual spoken language translation. As a future Phase 3 commercial product, this system will perform real time multilingual speech recognition in noisy vehicles, offices and factories. The potential market for this technology includes any commercial speech and translation application in noisy environments.

Several New Approaches for Robust Speech Recognition Under Noisy Environment

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Publisher :
ISBN 13 :
Total Pages : 69 pages
Book Rating : 4.:/5 (417 download)

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Book Synopsis Several New Approaches for Robust Speech Recognition Under Noisy Environment by : 洪志偉

Download or read book Several New Approaches for Robust Speech Recognition Under Noisy Environment written by 洪志偉 and published by . This book was released on 2001 with total page 69 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Improvement of Voice Recognition Accuracy in a Noisy Environment Using Signal Preprocessing

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (115 download)

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Book Synopsis Improvement of Voice Recognition Accuracy in a Noisy Environment Using Signal Preprocessing by : Robert S. Kilmartin

Download or read book Improvement of Voice Recognition Accuracy in a Noisy Environment Using Signal Preprocessing written by Robert S. Kilmartin and published by . This book was released on 1982 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Automatic Speech Recognition in Noisy Portable Environments

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Publisher :
ISBN 13 :
Total Pages : 84 pages
Book Rating : 4.:/5 (49 download)

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Book Synopsis Automatic Speech Recognition in Noisy Portable Environments by : Sheetal Rajnikant Shah

Download or read book Automatic Speech Recognition in Noisy Portable Environments written by Sheetal Rajnikant Shah and published by . This book was released on 1998 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: