Computational Auditory Scene Analysis

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Computational Auditory Scene Analysis

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Author : Deliang Wang
language : en
Publisher:
Release Date : 2006

Computational Auditory Scene Analysis written by Deliang Wang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Auditory perception categories.

Computational Auditory Scene Analysis

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Author : David F. Rosenthal
language : en
Publisher: CRC Press
Release Date : 2021-02-01

Computational Auditory Scene Analysis written by David F. Rosenthal and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-01 with Technology & Engineering categories.

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.

Prediction Driven Computational Auditory Scene Analysis

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Author : Daniel P. W. Ellis
language : en
Publisher:
Release Date :

Prediction Driven Computational Auditory Scene Analysis written by Daniel P. W. Ellis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.

Prediction Driven Computational Auditory Scene Analysis

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Author : Daniel P. W. Ellis
language : en
Publisher:
Release Date : 1996

Prediction Driven Computational Auditory Scene Analysis written by Daniel P. W. Ellis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with categories.

Computational Auditory Scene Analysis

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Author : Joanna Luberadzka
language : de
Publisher:
Release Date : 2023

Computational Auditory Scene Analysis written by Joanna Luberadzka and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with categories.

Special Issue On Computational Auditory Scene Analysis

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Author : Martin Cooke
language : en
Publisher:
Release Date : 1999

Special Issue On Computational Auditory Scene Analysis written by Martin Cooke and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with categories.

Computational Auditory Scene Analysis

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Author : Deliang Wang
language : en
Publisher: Wiley-IEEE Press
Release Date : 2006-09-29

Computational Auditory Scene Analysis written by Deliang Wang and has been published by Wiley-IEEE Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-09-29 with Medical categories.

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.

Computational Auditory Scene Analysis

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Author : DeLiang Wang
language : en
Publisher: IEEE
Release Date : 2006-07-11

Computational Auditory Scene Analysis written by DeLiang Wang and has been published by IEEE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-07-11 with Technology & Engineering categories.

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.

Computational Auditory Scene Analysis Representational

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Author : gj brown
language : en
Publisher:
Release Date : 1992

Computational Auditory Scene Analysis Representational written by gj brown and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with categories.

Computational Auditory Scene Analysis Based Perceptual And Neural Principles

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Author :
language : en
Publisher:
Release Date : 2004

Computational Auditory Scene Analysis Based Perceptual And Neural Principles written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with categories.

A remarkable feat of the auditory system is its ability to disentangle the acoustic mixture and group the acoustic energy from the same event. This fundamental process of auditory perception is called auditory scene analysis. of particular importance in auditory scene analysis is the separation of speech from interfering sounds, or speech segregation. Consistent with specified objectives, this project made major advances along the following three directions. First, the problem of multipitch tracking was investigated in the context of multiple sound sources, and a robust algorithm for multipitch tracking of noisy speech was developed. The second advance is in monaural separation of voiced speech, where a new system was proposed that employs different strategies in the low- and the high-frequency range. A key element of the system is amplitude modulation analysis in the high-frequency range. Third, the problem of location-based separation was studied in the joint feature space of interaural time difference and interaural intensity difference, and a novel classification approach was introduced to optimally determine whether a target sound dominates in local time-frequency units. All of the three models were comprehensively evaluated and shown to be substantially superior to existing approaches.