Computational Auditory Scene Analysis PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Computational Auditory Scene Analysis PDF full book. Access full book title Computational Auditory Scene Analysis by Deliang Wang. Download full books in PDF and EPUB format.
Author: Deliang Wang Publisher: Wiley-IEEE Press ISBN: Category : Medical Languages : en Pages : 432
Book Description
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: Wiley-IEEE Press ISBN: Category : Medical Languages : en Pages : 432
Book Description
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: IEEE ISBN: 9780470043387 Category : Technology & Engineering Languages : en Pages : 533
Book Description
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: David F. Rosenthal Publisher: CRC Press ISBN: 1000149323 Category : Technology & Engineering Languages : en Pages : 417
Book Description
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: Tuomas Virtanen Publisher: Springer ISBN: 9783319875590 Category : Technology & Engineering Languages : en Pages : 0
Book Description
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.
Author: Albert S. Bregman Publisher: MIT Press ISBN: 9780262521956 Category : Psychology Languages : en Pages : 800
Book Description
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: Pierre Divenyi Publisher: Springer Science & Business Media ISBN: 0387227946 Category : Technology & Engineering Languages : en Pages : 319
Book Description
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: Tuomas Virtanen Publisher: Springer ISBN: 331963450X Category : Technology & Engineering Languages : en Pages : 422
Book Description
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.
Author: Deliang Wang
Author: Deliang Wang
Author: Deliang Wang
Author: DeLiang Wang
Author: Daniel P. W. Ellis
Author: David F. Rosenthal
Author: Daniel P. W. Ellis
Author: Tuomas Virtanen
Author: Albert S. Bregman
Author: Pierre Divenyi
Author: Tuomas Virtanen