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OverviewThis 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. Full Product DetailsAuthor: Björn W. SchullerPublisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K Edition: 2013 ed. Dimensions: Width: 15.50cm , Height: 2.00cm , Length: 23.50cm Weight: 5.679kg ISBN: 9783642442773ISBN 10: 3642442773 Pages: 345 Publication Date: 19 May 2015 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand  We will order this item for you from a manufactured on demand supplier. Table of ContentsPart I Introduction.- Intelligent Audio Analysis: a Definition.- Motivation, Aims, and Solutions.- Structure of this book.- Part II Intelligent Audio Analysis Methods.- Chain of Processing.- Audio Data.- Audio Features.- Audio Recognition.- Audio Source Separation: openBlissART.- Audio Enhancement and Robustness.- Part III Intelligent Audio Analysis Applications.- Applications in Intelligent Speech Analysis.- Applications in Intelligent Music Analysis.- Applications in Intelligent Sound Analysis.- Part IV Conclusion.- Discussion.- Vision.- openSMILE Standardised Feature Sets.ReviewsAuthor InformationTab Content 6Author Website:Countries AvailableAll regions |
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