Computational Auditory Scene Analysis

Author : Deliang Wang
Publisher : Wiley-IEEE Press
ISBN 13 :
Total Pages : 432 pages
Book Rating : 4.65/5 ( download)

DOWNLOAD NOW!

Download or read book Computational Auditory Scene Analysis written by Deliang Wang and published by Wiley-IEEE Press. This book was released on 2006-09-29 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a comprehensive and coherent account of the state of the art in CASA, in terms of the underlying principles, the algorithms and system architectures that are employed, and the potential applications of this exciting new technology.

Author : Deliang Wang
Publisher :
ISBN 13 : 9789780471743
Total Pages : 395 pages
Book Rating : 4.4X/5 ( download)

DOWNLOAD NOW!

Download or read book Computational Auditory Scene Analysis written by Deliang Wang and published by . This book was released on 2006 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : DeLiang Wang
Publisher : IEEE
ISBN 13 : 9780470043387
Total Pages : 533 pages
Book Rating : 4.85/5 ( download)

DOWNLOAD NOW!

Download or read book Computational Auditory Scene Analysis written by DeLiang Wang and published by IEEE. This book was released on 2006-07-11 with total page 533 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the emerging field of computational auditory scene analysis (CASA)in a comprehensive, tutorial manner with a focus on recent advances not covered in other books.The author also provides a companion Web site.

Author : Daniel P. W. Ellis
Publisher :
ISBN 13 : 9780805827262
Total Pages : pages
Book Rating : 4.69/5 ( download)

DOWNLOAD NOW!

Download or read book Prediction-driven Computational Auditory Scene Analysis written by Daniel P. W. Ellis and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : David F. Rosenthal
Publisher : CRC Press
ISBN 13 : 100010611X
Total Pages : 414 pages
Book Rating : 4.14/5 ( download)

DOWNLOAD NOW!

Download or read book Computational Auditory Scene Analysis written by David F. Rosenthal and published by CRC Press. This book was released on 2021-01-31 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: The interest of AI in problems related to understanding sounds has a rich history dating back to the ARPA Speech Understanding Project in the 1970s. While a great deal has been learned from this and subsequent speech understanding research, the goal of building systems that can understand general acoustic signals--continuous speech and/or non-speech sounds--from unconstrained environments is still unrealized. Instead, there are now systems that understand "clean" speech well in relatively noiseless laboratory environments, but that break down in more realistic, noisier environments. As seen in the "cocktail-party effect," humans and other mammals have the ability to selectively attend to sound from a particular source, even when it is mixed with other sounds. Computers also need to be able to decide which parts of a mixed acoustic signal are relevant to a particular purpose--which part should be interpreted as speech, and which should be interpreted as a door closing, an air conditioner humming, or another person interrupting. Observations such as these have led a number of researchers to conclude that research on speech understanding and on nonspeech understanding need to be united within a more general framework. Researchers have also begun trying to understand computational auditory frameworks as parts of larger perception systems whose purpose is to give a computer integrated information about the real world. Inspiration for this work ranges from research on how different sensors can be integrated to models of how humans' auditory apparatus works in concert with vision, proprioception, etc. Representing some of the most advanced work on computers understanding speech, this collection of papers covers the work being done to integrate speech and nonspeech understanding in computer systems.

Author : David F. Rosenthal
Publisher : CRC Press
ISBN 13 : 1000149323
Total Pages : 417 pages
Book Rating : 4.26/5 ( download)

DOWNLOAD NOW!

Download or read book Computational Auditory Scene Analysis written by David F. Rosenthal and published by CRC Press. This book was released on 2021-02-01 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: The interest of AI in problems related to understanding sounds has a rich history dating back to the ARPA Speech Understanding Project in the 1970s. While a great deal has been learned from this and subsequent speech understanding research, the goal of building systems that can understand general acoustic signals--continuous speech and/or non-speech sounds--from unconstrained environments is still unrealized. Instead, there are now systems that understand "clean" speech well in relatively noiseless laboratory environments, but that break down in more realistic, noisier environments. As seen in the "cocktail-party effect," humans and other mammals have the ability to selectively attend to sound from a particular source, even when it is mixed with other sounds. Computers also need to be able to decide which parts of a mixed acoustic signal are relevant to a particular purpose--which part should be interpreted as speech, and which should be interpreted as a door closing, an air conditioner humming, or another person interrupting. Observations such as these have led a number of researchers to conclude that research on speech understanding and on nonspeech understanding need to be united within a more general framework. Researchers have also begun trying to understand computational auditory frameworks as parts of larger perception systems whose purpose is to give a computer integrated information about the real world. Inspiration for this work ranges from research on how different sensors can be integrated to models of how humans' auditory apparatus works in concert with vision, proprioception, etc. Representing some of the most advanced work on computers understanding speech, this collection of papers covers the work being done to integrate speech and nonspeech understanding in computer systems.

Author : Daniel P. W. Ellis
Publisher :
ISBN 13 : 9780805827255
Total Pages : 180 pages
Book Rating : 4.50/5 ( download)

DOWNLOAD NOW!

Download or read book Prediction-driven Computational Auditory Scene Analysis written by Daniel P. W. Ellis and published by . This book was released on 1996 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Pierre Divenyi
Publisher : Springer Science & Business Media
ISBN 13 : 0387227946
Total Pages : 328 pages
Book Rating : 4.48/5 ( download)

DOWNLOAD NOW!

Download or read book Speech Separation by Humans and Machines written by Pierre Divenyi and published by Springer Science & Business Media. This book was released on 2006-01-16 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is appropriate for those specializing in speech science, hearing science, neuroscience, or computer science and engineers working on applications such as automatic speech recognition, cochlear implants, hands-free telephones, sound recording, multimedia indexing and retrieval.

Author : Albert S. Bregman
Publisher : MIT Press
ISBN 13 : 9780262521956
Total Pages : 800 pages
Book Rating : 4.54/5 ( download)

DOWNLOAD NOW!

Download or read book Auditory Scene Analysis written by Albert S. Bregman and published by MIT Press. This book was released on 1994-09-29 with total page 800 pages. Available in PDF, EPUB and Kindle. Book excerpt: Auditory Scene Analysis addresses the problem of hearing complex auditory environments, using a series of creative analogies to describe the process required of the human auditory system as it analyzes mixtures of sounds to recover descriptions of individual sounds. In a unified and comprehensive way, Bregman establishes a theoretical framework that integrates his findings with an unusually wide range of previous research in psychoacoustics, speech perception, music theory and composition, and computer modeling.

Author : Tuomas Virtanen
Publisher : Springer
ISBN 13 : 331963450X
Total Pages : 422 pages
Book Rating : 4.00/5 ( download)

DOWNLOAD NOW!

Download or read book Computational Analysis of Sound Scenes and Events written by Tuomas Virtanen and published by Springer. This book was released on 2017-09-21 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents computational methods for extracting the useful information from audio signals, collecting the state of the art in the field of sound event and scene analysis. The authors cover the entire procedure for developing such methods, ranging from data acquisition and labeling, through the design of taxonomies used in the systems, to signal processing methods for feature extraction and machine learning methods for sound recognition. The book also covers advanced techniques for dealing with environmental variation and multiple overlapping sound sources, and taking advantage of multiple microphones or other modalities. The book gives examples of usage scenarios in large media databases, acoustic monitoring, bioacoustics, and context-aware devices. Graphical illustrations of sound signals and their spectrographic representations are presented, as well as block diagrams and pseudocode of algorithms.