Content Based Audio Classification And Retrieval

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Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing

Author : Tong Zhang
Publisher : Springer Science & Business Media
ISBN 13 : 1475733399
Total Pages : 145 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing by : Tong Zhang

Download or read book Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing written by Tong Zhang and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing is an up-to-date overview of audio and video content analysis. Included is extensive treatment of audiovisual data segmentation, indexing and retrieval based on multimodal media content analysis, and content-based management of audio data. In addition to the commonly studied audio types such as speech and music, the authors have included hybrid types of sounds that contain more than one kind of audio component such as speech or environmental sound with music in the background. Emphasis is also placed on semantic-level identification and classification of environmental sounds. The authors introduce a new generic audio retrieval system on top of the audio archiving schemes. Both theoretical analysis and implementation issues are presented. The developing MPEG-7 standards are explored. Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing will be especially useful to researchers and graduate level students designing and developing fully functional audiovisual systems for audio/video content parsing of multimedia streams.

Advances in Computer Communication and Computational Sciences

Author : Sanjiv K. Bhatia
Publisher : Springer
ISBN 13 : 9811368619
Total Pages : 741 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Advances in Computer Communication and Computational Sciences by : Sanjiv K. Bhatia

Download or read book Advances in Computer Communication and Computational Sciences written by Sanjiv K. Bhatia and published by Springer. This book was released on 2019-05-21 with total page 741 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes key insights that reflect ‘Advances in Computer and Computational Sciences’ from upcoming researchers and leading academics around the globe. It gathers high-quality, peer-reviewed papers presented at the International Conference on Computer, Communication and Computational Sciences (IC4S 2018), which was held on 20-21 October, 2018 in Bangkok. The book covers a broad range of topics, including intelligent hardware and software design, advanced communications, intelligent computing techniques, intelligent image processing, and web and informatics. Its goal is to familiarize readers from the computer industry and academia with the latest advances in next-generation computer and communication technology, which they can subsequently integrate into real-world applications.

Algorithms in Ambient Intelligence

Author : W. Verhaegh
Publisher : Springer Science & Business Media
ISBN 13 : 9781402017575
Total Pages : 368 pages
Book Rating : 4.0/5 (175 download)

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Book Synopsis Algorithms in Ambient Intelligence by : W. Verhaegh

Download or read book Algorithms in Ambient Intelligence written by W. Verhaegh and published by Springer Science & Business Media. This book was released on 2004 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the outcome of a series of discussions at the Philips Symposium on Intelligent Algorithms, which was held in Eindhoven on December 2002. It contains many exciting and practical examples from this newly developing research field, which can be positioned at the intersection of computer science, discrete mathematics, and artificial intelligence. The examples include machine learning, content management, vision, speech, content augmentation, profiling, music retrieval, feature extraction, audio and video fingerprinting, resource management, multimedia servers, network scheduling, and IC design.

Advances in Chinese Spoken Language Processing

Author : Chin-Hui Lee
Publisher : World Scientific
ISBN 13 : 9812772960
Total Pages : 564 pages
Book Rating : 4.8/5 (127 download)

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Book Synopsis Advances in Chinese Spoken Language Processing by : Chin-Hui Lee

Download or read book Advances in Chinese Spoken Language Processing written by Chin-Hui Lee and published by World Scientific. This book was released on 2007 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt: After decades of research activity, Chinese spoken language processing (CSLP) has advanced considerably both in practical technology and theoretical discovery. In this book, the editors provide both an introduction to the field as well as unique research problems with their solutions in various areas of CSLP. The contributions represent pioneering efforts ranging from CSLP principles to technologies and applications, with each chapter encapsulating a single problem and its solutions.A commemorative volume for the 10th anniversary of the international symposium on CSLP in Singapore, this is a valuable reference for established researchers and an excellent introduction for those interested in the area of CSLP.

Real-time Speech and Music Classification by Large Audio Feature Space Extraction

Author : Florian Eyben
Publisher : Springer
ISBN 13 : 3319272993
Total Pages : 328 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Real-time Speech and Music Classification by Large Audio Feature Space Extraction by : Florian Eyben

Download or read book Real-time Speech and Music Classification by Large Audio Feature Space Extraction written by Florian Eyben and published by Springer. This book was released on 2015-12-24 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on an outstanding thesis that has significantly advanced the state-of-the-art in the automated analysis and classification of speech and music. It defines several standard acoustic parameter sets and describes their implementation in a novel, open-source, audio analysis framework called openSMILE, which has been accepted and intensively used worldwide. The book offers extensive descriptions of key methods for the automatic classification of speech and music signals in real-life conditions and reports on the evaluation of the framework developed and the acoustic parameter sets that were selected. It is not only intended as a manual for openSMILE users, but also and primarily as a guide and source of inspiration for students and scientists involved in the design of speech and music analysis methods that can robustly handle real-life conditions.

Fundamentals of Music Processing

Author : Meinard Müller
Publisher : Springer
ISBN 13 : 3319219456
Total Pages : 509 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Fundamentals of Music Processing by : Meinard Müller

Download or read book Fundamentals of Music Processing written by Meinard Müller and published by Springer. This book was released on 2015-07-21 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook provides both profound technological knowledge and a comprehensive treatment of essential topics in music processing and music information retrieval. Including numerous examples, figures, and exercises, this book is suited for students, lecturers, and researchers working in audio engineering, computer science, multimedia, and musicology. The book consists of eight chapters. The first two cover foundations of music representations and the Fourier transform—concepts that are then used throughout the book. In the subsequent chapters, concrete music processing tasks serve as a starting point. Each of these chapters is organized in a similar fashion and starts with a general description of the music processing scenario at hand before integrating it into a wider context. It then discusses—in a mathematically rigorous way—important techniques and algorithms that are generally applicable to a wide range of analysis, classification, and retrieval problems. At the same time, the techniques are directly applied to a specific music processing task. By mixing theory and practice, the book’s goal is to offer detailed technological insights as well as a deep understanding of music processing applications. Each chapter ends with a section that includes links to the research literature, suggestions for further reading, a list of references, and exercises. The chapters are organized in a modular fashion, thus offering lecturers and readers many ways to choose, rearrange or supplement the material. Accordingly, selected chapters or individual sections can easily be integrated into courses on general multimedia, information science, signal processing, music informatics, or the digital humanities.

Information Retrieval for Music and Motion

Author : Meinard Müller
Publisher : Springer Science & Business Media
ISBN 13 : 3540740481
Total Pages : 319 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Information Retrieval for Music and Motion by : Meinard Müller

Download or read book Information Retrieval for Music and Motion written by Meinard Müller and published by Springer Science & Business Media. This book was released on 2007-09-09 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: Content-based multimedia retrieval is a challenging research field with many unsolved problems. This monograph details concepts and algorithms for robust and efficient information retrieval of two different types of multimedia data: waveform-based music data and human motion data. It first examines several approaches in music information retrieval, in particular general strategies as well as efficient algorithms. The book then introduces a general and unified framework for motion analysis, retrieval, and classification, highlighting the design of suitable features, the notion of similarity used to compare data streams, and data organization.

Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing

Author : Tong Zhang
Publisher : Springer
ISBN 13 : 9781475733402
Total Pages : 136 pages
Book Rating : 4.7/5 (334 download)

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Book Synopsis Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing by : Tong Zhang

Download or read book Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing written by Tong Zhang and published by Springer. This book was released on 2012-12-22 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing is an up-to-date overview of audio and video content analysis. Included is extensive treatment of audiovisual data segmentation, indexing and retrieval based on multimodal media content analysis, and content-based management of audio data. In addition to the commonly studied audio types such as speech and music, the authors have included hybrid types of sounds that contain more than one kind of audio component such as speech or environmental sound with music in the background. Emphasis is also placed on semantic-level identification and classification of environmental sounds. The authors introduce a new generic audio retrieval system on top of the audio archiving schemes. Both theoretical analysis and implementation issues are presented. The developing MPEG-7 standards are explored. Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing will be especially useful to researchers and graduate level students designing and developing fully functional audiovisual systems for audio/video content parsing of multimedia streams.

An Introduction to Audio Content Analysis

Author : Alexander Lerch
Publisher : John Wiley & Sons
ISBN 13 : 1118393503
Total Pages : 273 pages
Book Rating : 4.1/5 (183 download)

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Book Synopsis An Introduction to Audio Content Analysis by : Alexander Lerch

Download or read book An Introduction to Audio Content Analysis written by Alexander Lerch and published by John Wiley & Sons. This book was released on 2012-11-05 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the proliferation of digital audio distribution over digital media, audio content analysis is fast becoming a requirement for designers of intelligent signal-adaptive audio processing systems. Written by a well-known expert in the field, this book provides quick access to different analysis algorithms and allows comparison between different approaches to the same task, making it useful for newcomers to audio signal processing and industry experts alike. A review of relevant fundamentals in audio signal processing, psychoacoustics, and music theory, as well as downloadable MATLAB files are also included. Please visit the companion website: www.AudioContentAnalysis.org

Data Management in Pervasive Systems

Author : Francesco Colace
Publisher : Springer
ISBN 13 : 3319200623
Total Pages : 380 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Data Management in Pervasive Systems by : Francesco Colace

Download or read book Data Management in Pervasive Systems written by Francesco Colace and published by Springer. This book was released on 2015-10-17 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contributes to illustrating the methodological and technological issues of data management in Pervasive Systems by using the DataBenc project as the running case study for a variety of research contributions: sensor data management, user-originated data operation and reasoning, multimedia data management, data analytics and reasoning for event detection and decision making, context modelling and control, automatic data and service tailoring for personalization and recommendation. The book is organized into the following main parts: i) multimedia information management; ii) sensor data streams and storage; iii) social networks as information sources; iv) context awareness and personalization. The case study is used throughout the book as a reference example.

Author :
Publisher : IOS Press
ISBN 13 :
Total Pages : 7289 pages
Book Rating : 4./5 ( download)

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Book Synopsis by :

Download or read book written by and published by IOS Press. This book was released on with total page 7289 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computational Web Intelligence

Author : Yan-Qing Zhang
Publisher : World Scientific
ISBN 13 : 9812562435
Total Pages : 584 pages
Book Rating : 4.8/5 (125 download)

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Book Synopsis Computational Web Intelligence by : Yan-Qing Zhang

Download or read book Computational Web Intelligence written by Yan-Qing Zhang and published by World Scientific. This book was released on 2004 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: This review volume introduces the novel intelligent Web theory calledcomputational Web intelligence (CWI) based on computationalintelligence (CI) and Web technology (WT). It takes an in-depth lookat hybrid Web intelligence (HWI), which is based on artificialbiological and computational intelligence with Web technology and isused to build hybrid intelligent Web systems that serve wired andwireless users more efficiently.

Advances in Neural Networks - ISNN 2007

Author : Derong Liu
Publisher : Springer Science & Business Media
ISBN 13 : 3540723943
Total Pages : 1238 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Advances in Neural Networks - ISNN 2007 by : Derong Liu

Download or read book Advances in Neural Networks - ISNN 2007 written by Derong Liu and published by Springer Science & Business Media. This book was released on 2007-05-24 with total page 1238 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation The three volume set LNCS 4491/4492/4493 constitutes the refereed proceedings of the 4th International Symposium on Neural Networks, ISNN 2007, held in Nanjing, China in June 2007. The 262 revised long papers and 192 revised short papers presented were carefully reviewed and selected from a total of 1.975 submissions. The papers are organized in topical sections on neural fuzzy control, neural networks for control applications, adaptive dynamic programming and reinforcement learning, neural networks for nonlinear systems modeling, robotics, stability analysis of neural networks, learning and approximation, data mining and feature extraction, chaos and synchronization, neural fuzzy systems, training and learning algorithms for neural networks, neural network structures, neural networks for pattern recognition, SOMs, ICA/PCA, biomedical applications, feedforward neural networks, recurrent neural networks, neural networks for optimization, support vector machines, fault diagnosis/detection, communications and signal processing, image/video processing, and applications of neural networks.

Flexible Query Answering Systems

Author : Troels Andreasen
Publisher : Springer Science & Business Media
ISBN 13 : 3642049567
Total Pages : 688 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Flexible Query Answering Systems by : Troels Andreasen

Download or read book Flexible Query Answering Systems written by Troels Andreasen and published by Springer Science & Business Media. This book was released on 2009-10-15 with total page 688 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Conference on Flexible Query Answering Systems, FQAS 2009, held in Roskilde, Denmark, in October 2009. The 57 papers included in this volume were carefully reviewed and selected from 90 submissions. They are structured in topical sections on database management, information retrieval, extraction and mining, ontologies and semantic web, intelligent information extraction from texts, advances in fuzzy querying, personalization, preferences, context and recommendation, and Web as a stream.

Mobile Multimedia Broadcasting Standards

Author : Fa-Long Luo
Publisher : Springer Science & Business Media
ISBN 13 : 038778263X
Total Pages : 671 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Mobile Multimedia Broadcasting Standards by : Fa-Long Luo

Download or read book Mobile Multimedia Broadcasting Standards written by Fa-Long Luo and published by Springer Science & Business Media. This book was released on 2008-11-24 with total page 671 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mobile multimedia broadcasting compasses a broad range of topics including radio propagation, modulation and demodulation, error control, signal compression and coding, transport and time slicing, system on chip real-time implementation in ha- ware, software and system levels. The major goal of this technology is to bring multimedia enriched contents to handheld devices such as mobile phones, portable digital assistants, and media players through radio transmission or internet pro- col (IP) based broadband networks. Research and development of mobile multi- dia broadcasting technologies are now explosively growing and regarded as new killer applications. A number of mobile multimedia broadcasting standards related to transmission, compression and multiplexing now coexist and are being ext- sively further developed. The development and implementation of mobile multi- dia broadcasting systems are very challenging tasks and require the huge efforts of the related industry, research and regulatory authorities so as to bring the success. From an implementation design and engineering practice point of view, this book aims to be the ?rst single volume to provide a comprehensive and highly coherent treatment for multiple standards of mobile multimedia broadcasting by covering basic principles, algorithms, design trade-off, and well-compared implementation system examples. This book is organized into 4 parts with 22 chapters.

Advances in Computers

Author : Marvin Zelkowitz
Publisher : Academic Press
ISBN 13 : 0123810205
Total Pages : 368 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Advances in Computers by : Marvin Zelkowitz

Download or read book Advances in Computers written by Marvin Zelkowitz and published by Academic Press. This book was released on 2010-03-02 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is volume 78 of Advances in Computers. This series, which began publication in 1960, is the oldest continuously published anthology that chronicles the ever- changing information technology field. In these volumes we publish from 5 to 7 chapters, three times per year, that cover the latest changes to the design, development, use and implications of computer technology on society today. - Covers the full breadth of innovations in hardware, software, theory, design, and applications. - Many of the in-depth reviews have become standard references that continue to be of significant, lasting value in this rapidly expanding field.

Readings in Multimedia Computing and Networking

Author : Kevin Jeffay
Publisher : Elsevier
ISBN 13 : 0080515835
Total Pages : 885 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Readings in Multimedia Computing and Networking by : Kevin Jeffay

Download or read book Readings in Multimedia Computing and Networking written by Kevin Jeffay and published by Elsevier. This book was released on 2001-08-10 with total page 885 pages. Available in PDF, EPUB and Kindle. Book excerpt: Readings in Multimedia Computing and Networking captures the broad areas of research and developments in this burgeoning field, distills the key findings, and makes them accessible to professionals, researchers, and students alike. For the first time, the most influential and innovative papers on these topics are presented in a cohesive form, giving shape to the diverse area of multimedia computing. The seminal moments are recorded by a dozen visionaries in the field and each contributing editor provides a context for their area of research by way of a thoughtful, focused chapter introduction. The volume editors, Kevin Jeffay and HongJiang Zhang, offer further incisive interpretations of past and present developments in this area, including those within media and content processing, operating systems, and networking support for multimedia. This book will provide you with a sound understanding of the theoretical and practical issues at work in the field's continuing evolution.* Offers an in-depth look at the technical challenges in multimedia and provides real and potential solutions that promise to expand the role of multimedia in business, entertainment, and education.* Examines in Part One issues at the heart of multimedia processes: the means by which multimedia data are coded, compressed, indexed, retrieved, and otherwise manipulated.* Examines in Part Two the accommodation of these processes by storage systems, operating systems, network protocols, and applications.* Written by leading researchers, the introductions give shape to a field that is continually defining itself and place the key research findings in context to those who need to understand the state-of-the art developments.