Mid Level Representations For Computational Auditory Scene Analysis

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Computational Auditory Scene Analysis

Author : David F. Rosenthal
Publisher : CRC Press
ISBN 13 : 100010611X
Total Pages : 414 pages
Book Rating : 4.0/5 (1 download)

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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.

Computational Auditory Scene Analysis

Author : Deliang Wang
Publisher : Wiley-IEEE Press
ISBN 13 :
Total Pages : 432 pages
Book Rating : 4.F/5 ( download)

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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.

Listening to Speech

Author : Steven Greenberg
Publisher : Psychology Press
ISBN 13 : 1135624909
Total Pages : 443 pages
Book Rating : 4.1/5 (356 download)

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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 2012-12-06 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: The human species is largely defined by its use of spoken language, so integral is speech communication to behavior and social interaction. Despite its importance in everyday life, comparatively little is known about the auditory mechanisms that underlie the ability to understand language. The current volume examines the perception and processing of speech from the perspective of the hearing system. The chapters in this book describe a comprehensive set of approaches to the scientific study of speech and hearing, ranging from anatomy and physiology, to psychophysics and perception, and computational modeling. The auditory basis of speech is examined within a biological and an evolutionary context, and its relevance to applied domains such as communication disorders and speech technology discussed in detail. This volume will be of interest to scientists, engineers, and clinicians whose professional work pertains to any aspect of spoken language or hearing science.

Advances in Music Information Retrieval

Author : Zbigniew W. Ras
Publisher : Springer
ISBN 13 : 3642116744
Total Pages : 411 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Advances in Music Information Retrieval by : Zbigniew W. Ras

Download or read book Advances in Music Information Retrieval written by Zbigniew W. Ras and published by Springer. This book was released on 2010-03-10 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sound waves propagate through various media, and allow communication or entertainment for us, humans. Music we hear or create can be perceived in such aspects as rhythm, melody, harmony, timbre, or mood. All these elements of music can be of interest for users of music information retrieval systems. Since vast music repositories are available for everyone in everyday use (both in private collections, and in the Internet), it is desirable and becomes necessary to browse music collections by contents. Therefore, music information retrieval can be potentially of interest for every user of computers and the Internet. There is a lot of research performed in music information retrieval domain, and the outcomes, as well as trends in this research, are certainly worth popularizing. This idea motivated us to prepare the book on Advances in Music Information Retrieval. It is divided into four sections: MIR Methods and Platforms, Harmony, Music Similarity, and Content Based Identification and Retrieval. Glossary of basic terms is given at the end of the book, to familiarize readers with vocabulary referring to music information retrieval.

Mathematics and Computation in Music

Author : Elaine Chew
Publisher : Springer Science & Business Media
ISBN 13 : 3642023940
Total Pages : 313 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Mathematics and Computation in Music by : Elaine Chew

Download or read book Mathematics and Computation in Music written by Elaine Chew and published by Springer Science & Business Media. This book was released on 2009-06-11 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second International Conference on Mathematics and Computation in Music, MCM 2009, held in New Haven, CT, USA, in June 2009. The 26 revised full papers presented were carefully reviewed and selected from 38 submissions. The MCM conference is the flagship conference of the Society for Mathematics and Computation in Music. The papers deal with topics within applied mathematics, computational models, mathematical modelling and various further aspects of the theory of music. This year’s conference is dedicated to the honor of John Clough whose research modeled the virtues of collaborative work across the disciplines.

Human and Machine Hearing

Author : Richard F. Lyon
Publisher : Cambridge University Press
ISBN 13 : 1107007534
Total Pages : 591 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Human and Machine Hearing by : Richard F. Lyon

Download or read book Human and Machine Hearing written by Richard F. Lyon and published by Cambridge University Press. This book was released on 2017-05-02 with total page 591 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes how human hearing works and how to build machines that analyze sounds in the same way that people do.

Auditory Scene Analysis

Author : Albert S. Bregman
Publisher : MIT Press
ISBN 13 : 9780262521956
Total Pages : 800 pages
Book Rating : 4.5/5 (219 download)

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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.

AES;

Author :
Publisher :
ISBN 13 :
Total Pages : 302 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis AES; by :

Download or read book AES; written by and published by . This book was released on 2004 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Representation and Retrieval of Visual Media in Multimedia Systems

Author : HongJiang Zhang
Publisher : Springer Science & Business Media
ISBN 13 : 058534549X
Total Pages : 94 pages
Book Rating : 4.5/5 (853 download)

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Book Synopsis Representation and Retrieval of Visual Media in Multimedia Systems by : HongJiang Zhang

Download or read book Representation and Retrieval of Visual Media in Multimedia Systems written by HongJiang Zhang and published by Springer Science & Business Media. This book was released on 2007-08-20 with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt: Representation and Retrieval of Visual Media in Multimedia Systems brings together in one place important contributions and up-to-date researcg results in this important area. Representation and Retrieval of Visual Media in Multimedia Systems serves as an excellent reference, providing insight into some of the most important research issues in the field.

Speech Separation by Humans and Machines

Author : Pierre Divenyi
Publisher : Springer Science & Business Media
ISBN 13 : 0387227946
Total Pages : 328 pages
Book Rating : 4.3/5 (872 download)

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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.

Musical Robots and Interactive Multimodal Systems

Author : Jorge Solis
Publisher : Springer
ISBN 13 : 3642222919
Total Pages : 279 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Musical Robots and Interactive Multimodal Systems by : Jorge Solis

Download or read book Musical Robots and Interactive Multimodal Systems written by Jorge Solis and published by Springer. This book was released on 2011-07-25 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: Musical robotics is a multi- and trans-disciplinary research area involving a wide range of different domains that contribute to its development, including: computer science, multimodal interfaces and processing, artificial intelligence, electronics, robotics, mechatronics and more. A musical robot requires many different complex systems to work together; integrating musical representation, techniques, expressions, detailed analysis and controls, for both playing and listening. The development of interactive multimodal systems provides advancements which enable enhanced human-machine interaction and novel possibilities for embodied robotic platforms. This volume is focused on this highly exciting interdisciplinary field. This book consists of 14 chapters highlighting different aspects of musical activities and interactions, discussing cutting edge research related to interactive multimodal systems and their integration with robots to further enhance musical understanding, interpretation, performance, education and enjoyment. It is dichotomized into two sections: Section I focuses on understanding elements of musical performance and expression while Section II concentrates on musical robots and automated instruments. Musical Robots and Interactive Multimodal Systems provides an introduction and foundation for researchers, students and practitioners to key achievements and current research trends on interactive multimodal systems and musical robotics.

Correlative Learning

Author : Zhe Chen
Publisher : John Wiley & Sons
ISBN 13 : 0470171448
Total Pages : 476 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Correlative Learning by : Zhe Chen

Download or read book Correlative Learning written by Zhe Chen and published by John Wiley & Sons. This book was released on 2008-01-07 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: Correlative Learning: A Basis for Brain and Adaptive Systems provides a bridge between three disciplines: computational neuroscience, neural networks, and signal processing. First, the authors lay down the preliminary neuroscience background for engineers. The book also presents an overview of the role of correlation in the human brain as well as in the adaptive signal processing world; unifies many well-established synaptic adaptations (learning) rules within the correlation-based learning framework, focusing on a particular correlative learning paradigm, ALOPEX; and presents case studies that illustrate how to use different computational tools and ALOPEX to help readers understand certain brain functions or fit specific engineering applications.

Informatics Engineering and Information Science

Author : Azizah Abd Manaf
Publisher : Springer Science & Business Media
ISBN 13 : 3642253261
Total Pages : 646 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Informatics Engineering and Information Science by : Azizah Abd Manaf

Download or read book Informatics Engineering and Information Science written by Azizah Abd Manaf and published by Springer Science & Business Media. This book was released on 2011-10-28 with total page 646 pages. Available in PDF, EPUB and Kindle. Book excerpt: This 4-Volume-Set, CCIS 0251 - CCIS 0254, constitutes the refereed proceedings of the International Conference on Informatics Engineering and Information Science, ICIEIS 2011, held in Kuala Lumpur, Malaysia, in November 2011. The 210 revised full papers presented together with invited papers in the 4 volumes were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on e-learning, information security, software engineering, image processing, algorithms, artificial intelligence and soft computing, e-commerce, data mining, neural networks, social networks, grid computing, biometric technologies, networks, distributed and parallel computing, wireless networks, information and data management, web applications and software systems, multimedia, ad hoc networks, mobile computing, as well as miscellaneous topics in digital information and communications.

SOFSEM ...

Author :
Publisher :
ISBN 13 :
Total Pages : 416 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis SOFSEM ... by :

Download or read book SOFSEM ... written by and published by . This book was released on 2004 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Neural Representation of Temporal Patterns

Author : E. Covey
Publisher : Springer Science & Business Media
ISBN 13 : 1461519195
Total Pages : 264 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Neural Representation of Temporal Patterns by : E. Covey

Download or read book Neural Representation of Temporal Patterns written by E. Covey and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Signal Processing Methods for Music Transcription

Author : Anssi Klapuri
Publisher : Springer Science & Business Media
ISBN 13 : 0387328459
Total Pages : 443 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Signal Processing Methods for Music Transcription by : Anssi Klapuri

Download or read book Signal Processing Methods for Music Transcription written by Anssi Klapuri and published by Springer Science & Business Media. This book was released on 2007-02-26 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book serves as an ideal starting point for newcomers and an excellent reference source for people already working in the field. Researchers and graduate students in signal processing, computer science, acoustics and music will primarily benefit from this text. It could be used as a textbook for advanced courses in music signal processing. Since it only requires a basic knowledge of signal processing, it is accessible to undergraduate students.

Advances in Neural Networks – ISNN 2019

Author : Huchuan Lu
Publisher : Springer
ISBN 13 : 3030228088
Total Pages : 630 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Advances in Neural Networks – ISNN 2019 by : Huchuan Lu

Download or read book Advances in Neural Networks – ISNN 2019 written by Huchuan Lu and published by Springer. This book was released on 2019-06-26 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 11554 and 11555 constitutes the refereed proceedings of the 16th International Symposium on Neural Networks, ISNN 2019, held in Moscow, Russia, in July 2019. The 111 papers presented in the two volumes were carefully reviewed and selected from numerous submissions. The papers were organized in topical sections named: Learning System, Graph Model, and Adversarial Learning; Time Series Analysis, Dynamic Prediction, and Uncertain Estimation; Model Optimization, Bayesian Learning, and Clustering; Game Theory, Stability Analysis, and Control Method; Signal Processing, Industrial Application, and Data Generation; Image Recognition, Scene Understanding, and Video Analysis; Bio-signal, Biomedical Engineering, and Hardware.