Intelligent Audio Analysis

Author : Björn W. Schuller
Publisher : Springer Science & Business Media
ISBN 13 : 3642368069
Total Pages : 358 pages
Book Rating : 4.66/5 ( download)

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Download or read book Intelligent Audio Analysis written by Björn W. Schuller and published by Springer Science & Business Media. This book was released on 2014-07-08 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the reader with the knowledge necessary for comprehension of the field of Intelligent Audio Analysis. It firstly introduces standard methods and discusses the typical Intelligent Audio Analysis chain going from audio data to audio features to audio recognition. Further, an introduction to audio source separation, and enhancement and robustness are given. After the introductory parts, the book shows several applications for the three types of audio: speech, music, and general sound. Each task is shortly introduced, followed by a description of the specific data and methods applied, experiments and results, and a conclusion for this specific task. The books provides benchmark results and standardized test-beds for a broader range of audio analysis tasks. The main focus thereby lies on the parallel advancement of realism in audio analysis, as too often today’s results are overly optimistic owing to idealized testing conditions, and it serves to stimulate synergies arising from transfer of methods and leads to a holistic audio analysis.

Author : Björn W. Schuller
Publisher : Springer
ISBN 13 : 9783642442773
Total Pages : 345 pages
Book Rating : 4.73/5 ( download)

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Download or read book Intelligent Audio Analysis written by Björn W. Schuller and published by Springer. This book was released on 2015-05-19 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the reader with the knowledge necessary for comprehension of the field of Intelligent Audio Analysis. It firstly introduces standard methods and discusses the typical Intelligent Audio Analysis chain going from audio data to audio features to audio recognition. Further, an introduction to audio source separation, and enhancement and robustness are given. After the introductory parts, the book shows several applications for the three types of audio: speech, music, and general sound. Each task is shortly introduced, followed by a description of the specific data and methods applied, experiments and results, and a conclusion for this specific task. The books provides benchmark results and standardized test-beds for a broader range of audio analysis tasks. The main focus thereby lies on the parallel advancement of realism in audio analysis, as too often today’s results are overly optimistic owing to idealized testing conditions, and it serves to stimulate synergies arising from transfer of methods and leads to a holistic audio analysis.

Author : Alexander Lerch
Publisher : John Wiley & Sons
ISBN 13 : 1118393503
Total Pages : 273 pages
Book Rating : 4.05/5 ( download)

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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

Author : Nilanjan Dey
Publisher : Academic Press
ISBN 13 : 0128181303
Total Pages : 210 pages
Book Rating : 4.00/5 ( download)

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Download or read book Intelligent Speech Signal Processing written by Nilanjan Dey and published by Academic Press. This book was released on 2019-06-15 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Speech Signal Processing investigates the utilization of speech analytics across several systems and real-world activities, including sharing data analytics related information, creating collaboration networks between several participants, and implementing video-conferencing in different application areas. It provides a forum for readers to discover the characteristics of intelligent speech signal processing systems across different domains. Chapters focus on the latest applications of speech data analysis and management tools across different recording systems. The book emphasizes the multi-disciplinary nature of the field, presenting different applications and challenges with extensive studies on the design, implementation, development, and management of intelligent systems, neural networks, and related machine learning techniques for speech signal processing. Highlights different data analytics techniques in speech signal processing, including machine learning, and data mining Illustrates different applications and challenges across the design, implementation, and management of intelligent systems and neural networks techniques for speech signal processing Includes coverage of biomodal speech recognition, voice activity detection, spoken language and speech disorder identification, automatic speech to speech summarization, and convolutional neural networks

Author : Brecht De Man
Publisher : Routledge
ISBN 13 : 1351679023
Total Pages : 435 pages
Book Rating : 4.22/5 ( download)

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Download or read book Intelligent Music Production written by Brecht De Man and published by Routledge. This book was released on 2019-11-07 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Music Production presents the state of the art in approaches, methodologies and systems from the emerging field of automation in music mixing and mastering. This book collects the relevant works in the domain of innovation in music production, and orders them in a way that outlines the way forward: first, covering our knowledge of the music production processes; then by reviewing the methodologies in classification, data collection and perceptual evaluation; and finally by presenting recent advances on introducing intelligence in audio effects, sound engineering processes and music production interfaces. Intelligent Music Production is a comprehensive guide, providing an introductory read for beginners, as well as a crucial reference point for experienced researchers, producers, engineers and developers.

Author : Felix Johannes Weninger
Publisher :
ISBN 13 : 9783843923149
Total Pages : 221 pages
Book Rating : 4.40/5 ( download)

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Download or read book Intelligent Single-Channel Methods for Multi-Source Audio Analysis written by Felix Johannes Weninger and published by . This book was released on 2015 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Meinard Müller
Publisher : Springer
ISBN 13 : 3319219456
Total Pages : 509 pages
Book Rating : 4.55/5 ( download)

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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.

Author : Russ Hepworth-Sawyer
Publisher : Taylor & Francis
ISBN 13 : 131729551X
Total Pages : 286 pages
Book Rating : 4.18/5 ( download)

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Download or read book Mixing Music written by Russ Hepworth-Sawyer and published by Taylor & Francis. This book was released on 2016-12-01 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This series, Perspectives On Music Production, collects detailed and experientially informed considerations of record production from a multitude of perspectives, by authors working in a wide array of academic, creative, and professional contexts. We solicit the perspectives of scholars of every disciplinary stripe, alongside recordists and recording musicians themselves, to provide a fully comprehensive analytic point-of-view on each component stage of record production. Each volume in the series thus focuses directly on a distinct aesthetic "moment" in a record’s production, from pre-production through recording (audio engineering), mixing and mastering to marketing and promotions. This first volume in the series, titled Mixing Music, focuses directly on the mixing process. This book includes: References and citations to existing academic works; contributors draw new conclusions from their personal research, interviews, and experience. Models innovative methodological approaches to studying music production. Helps specify the term "record production," especially as it is currently used in the broader field of music production studies.

Author : Vesa Välimäki
Publisher :
ISBN 13 : 9783038423515
Total Pages : pages
Book Rating : 4.13/5 ( download)

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Download or read book Audio Signal Processing written by Vesa Välimäki and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Joan Martí
Publisher : Springer
ISBN 13 : 354072849X
Total Pages : 657 pages
Book Rating : 4.98/5 ( download)

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Download or read book Pattern Recognition and Image Analysis written by Joan Martí and published by Springer. This book was released on 2007-07-07 with total page 657 pages. Available in PDF, EPUB and Kindle. Book excerpt: Part of a two-volume set, this book constitutes the refereed proceedings of the Third Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2007, held in Girona, Spain in June 2007. It covers pattern recognition, human language technology, special architectures and industrial applications, motion analysis, image analysis, biomedical applications, shape and texture analysis, 3D, and image coding and processing.