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Special Issue On Computational Auditory Scene Analysis
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Book Synopsis Computational Auditory Scene Analysis by : David F. Rosenthal
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.
Book Synopsis Computational Auditory Scene Analysis by : Deliang Wang
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.
Book Synopsis IJCAI-97 by : International Joint Conferences on Artificial Intelligence
Download or read book IJCAI-97 written by International Joint Conferences on Artificial Intelligence and published by Morgan Kaufmann. This book was released on 1997 with total page 1720 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Music, Gestalt, and Computing by : Marc Leman
Download or read book Music, Gestalt, and Computing written by Marc Leman and published by Springer Science & Business Media. This book was released on 1997-09-10 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a coherent state-of-the-art survey on the area of systematic and cognitive musicology which has enjoyed dynamic growth now for many years. It is devoted to exploring the relationships between acoustics, human information processing, and culture as well as to methodological issues raised by the widespread use of computers as a powerful tool for theory construction, theory testing, and the manipulation of musical information or any kind of data manipulation related to music.
Book Synopsis Perception-Based Data Processing in Acoustics by : Bozena Kostek
Download or read book Perception-Based Data Processing in Acoustics written by Bozena Kostek and published by Springer Science & Business Media. This book was released on 2005-08-19 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph provides novel insights into cognitive mechanisms underlying the processing of sound and music in different environments. A solid understanding of these mechanisms is vital for numerous technological applications such as for example information retrieval from distributed musical databases or building expert systems. In order to investigate the cognitive mechanisms of music perception fundamentals of hearing psychophysiology and principles of music perception are presented. In addition, some computational intelligence methods are reviewed, such as rough sets, fuzzy logic, artificial neural networks, decision trees and genetic algorithms. The applications of hybrid decision systems to problem solving in music and acoustics are exemplified and discussed on the basis of obtained experimental results.
Book Synopsis A Cognitive Framework for the Analysis of Acousmatic Music by : David Hirst
Download or read book A Cognitive Framework for the Analysis of Acousmatic Music written by David Hirst and published by VDM Publishing. This book was released on 2008 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: The analysis of acousmatic music has traditionally been very difficult since there is no score to freeze the music in time. Analysis relies heavily on the act of concentrated listening. Since aural perception is so crucial to the analysis of acousmatic music, this book poses the questions: Can a framework for the analysis of acousmatic music be derived from cognition theories, research on the auditory perception of everyday environmental sounds, and studies into the perception of Western tonal music? If so, what are the frameworks attributes? From experimental data documented in the relevant literature, this book draws together the constituents of a cognitive framework called the Segregation, Integration, Assimilation and Meaning (SIAM) framework for the analysis of acousmatic music. The book reports on the practical application of the SIAM framework through a detailed analysis of the work Wind Chimes, by Denis Smalley. This analytical methodology should be especially useful to auditory cognition professionals, researchers interested in musical analysis of non-notated music, and composers seeking to gain more insight into musical structures in electroacoustic music in general.
Book Synopsis Sound to Sense, Sense to Sound by : Pietro Polotti
Download or read book Sound to Sense, Sense to Sound written by Pietro Polotti and published by Logos Verlag Berlin GmbH. This book was released on 2008 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the 1950s, Sound and Music Computing (SMC) research has had a profound impact on the development of culture and technology in our post-industrial society. SMC research approaches the whole sound and music communication chain from a multidisciplinary point of view. By combining scientific, technological and artistic methodologies it aims at understanding, modeling, representing and producing sound and music using computational approaches. This book, by describing the state of the art in SMC research, gives hints of future developments, whose general purpose will be to bridge the semantic gap, the hiatus that currently separates sound from sense and sense from sound.
Book Synopsis Sound and Music Computing by : Tapio Lokki
Download or read book Sound and Music Computing written by Tapio Lokki and published by MDPI. This book was released on 2018-06-26 with total page 621 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a printed edition of the Special Issue "Sound and Music Computing" that was published in Applied Sciences
Book Synopsis Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments by : Xiao-Lei Zhang
Download or read book Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments written by Xiao-Lei Zhang and published by Elsevier. This book was released on 2024-09-04 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Speech Signal Processing Based on Deep Learning in Complex Acoustic Environments provides a detailed discussion of deep learning-based robust speech processing and its applications. The book begins by looking at the basics of deep learning and common deep network models, followed by front-end algorithms for deep learning-based speech denoising, speech detection, single-channel speech enhancement multi-channel speech enhancement, multi-speaker speech separation, and the applications of deep learning-based speech denoising in speaker verification and speech recognition. - Provides a comprehensive introduction to the development of deep learning-based robust speech processing - Covers speech detection, speech enhancement, dereverberation, multi-speaker speech separation, robust speaker verification, and robust speech recognition - Focuses on a historical overview and then covers methods that demonstrate outstanding performance in practical applications
Book Synopsis Psychoacoustic Music Sound Field Synthesis by : Tim Ziemer
Download or read book Psychoacoustic Music Sound Field Synthesis written by Tim Ziemer and published by Springer. This book was released on 2019-08-06 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a broad overview of spaciousness in music theory, from mixing and performance practice, to room acoustics, psychoacoustics and audio engineering, and presents the derivation, implementation and experimental validation of a novel type of spatial audio system. Discussing the physics of musical instruments and the nature of auditory perception, the book enables readers to precisely localize synthesized musical instruments while experiencing their timbral variance and spatial breadth. Offering interdisciplinary insights for novice music enthusiasts and experts in the field of spatial audio, this book is suitable for anyone interested in the study of music and musicology and the application of spatial audio mixing, or those seeking an overview of the state of the art in applied psychoacoustics for spatial audio.
Book Synopsis Auditory Scene Analysis by : Albert S. Bregman
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.
Book Synopsis Musical Signal Processing by : Curtis Roads
Download or read book Musical Signal Processing written by Curtis Roads and published by Routledge. This book was released on 2013-12-19 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: Compiled by an international array of musical and technical specialists, this book deals with some of the most important topics in modern musical signal processing. Beginning with basic concepts, and leading to advanced applications, it covers such essential areas as sound synthesis (including detailed studies of physical modelling and granular synthesis) ,control signal synthesis, sound transformation (including convolution), analysis/resynthesis (phase vocodor, wavelets, analysis by chaotic functions), object-oriented and artificial intelligence representations, musical interfaces and the integration of signal processing techniques in concert performance.
Author :IEEE Signal Processing Society Publisher :Institute of Electrical & Electronics Engineers(IEEE) ISBN 13 :9780780356122 Total Pages :264 pages Book Rating :4.3/5 (561 download)
Book Synopsis 1999 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics by : IEEE Signal Processing Society
Download or read book 1999 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics written by IEEE Signal Processing Society and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 1999 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: This workshop provided an informal environment for the discussion of problems in audio and acoustics and the signal processing techniques applied to these problems. Topics addressed include: audio content analysis; sound editing, restoration and enhancement; and virtual acoustics.
Book Synopsis Listening to Speech by : Steven Greenberg
Download or read book Listening to Speech written by Steven Greenberg and published by Psychology Press. This book was released on 2006 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers together state-of-the-art perspectives on topics spanning speech processing, psychophysics, anatomy, physiology, hearing impairment, and speech pathology. It is genuinely cross disciplinary over speech and hearing spectrum or research.
Book Synopsis Speech Enhancement by : Philipos C. Loizou
Download or read book Speech Enhancement written by Philipos C. Loizou and published by CRC Press. This book was released on 2013-02-25 with total page 715 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the proliferation of mobile devices and hearing devices, including hearing aids and cochlear implants, there is a growing and pressing need to design algorithms that can improve speech intelligibility without sacrificing quality. Responding to this need, Speech Enhancement: Theory and Practice, Second Edition introduces readers to the basic problems of speech enhancement and the various algorithms proposed to solve these problems. Updated and expanded, this second edition of the bestselling textbook broadens its scope to include evaluation measures and enhancement algorithms aimed at improving speech intelligibility. Fundamentals, Algorithms, Evaluation, and Future Steps Organized into four parts, the book begins with a review of the fundamentals needed to understand and design better speech enhancement algorithms. The second part describes all the major enhancement algorithms and, because these require an estimate of the noise spectrum, also covers noise estimation algorithms. The third part of the book looks at the measures used to assess the performance, in terms of speech quality and intelligibility, of speech enhancement methods. It also evaluates and compares several of the algorithms. The fourth part presents binary mask algorithms for improving speech intelligibility under ideal conditions. In addition, it suggests steps that can be taken to realize the full potential of these algorithms under realistic conditions. What’s New in This Edition Updates in every chapter A new chapter on objective speech intelligibility measures A new chapter on algorithms for improving speech intelligibility Real-world noise recordings (on accompanying CD) MATLAB® code for the implementation of intelligibility measures (on accompanying CD) MATLAB and C/C++ code for the implementation of algorithms to improve speech intelligibility (on accompanying CD) Valuable Insights from a Pioneer in Speech Enhancement Clear and concise, this book explores how human listeners compensate for acoustic noise in noisy environments. Written by a pioneer in speech enhancement and noise reduction in cochlear implants, it is an essential resource for anyone who wants to implement or incorporate the latest speech enhancement algorithms to improve the quality and intelligibility of speech degraded by noise. Includes a CD with Code and Recordings The accompanying CD provides MATLAB implementations of representative speech enhancement algorithms as well as speech and noise databases for the evaluation of enhancement algorithms.
Book Synopsis Bio-inspired Audio Processing, Models and Systems by : Shih-Chii Liu
Download or read book Bio-inspired Audio Processing, Models and Systems written by Shih-Chii Liu and published by Frontiers Media SA. This book was released on 2019-12-05 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neurophysiology and biology provide useful starting points to help us understand and build better audio processing systems. The papers in this special issue address hardware implementations, spiking networks, sound identification, and attention decoding.
Book Synopsis Speech Separation by Humans and Machines by : Pierre Divenyi
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.
