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Condition:Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the … Read moreabout the conditionBrand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the seller’s listing for full details. See all condition definitionsopens in a new window or tab
Type:Textbook
Author:Shoji Makino
Publication Name:Audio Source Separation
Subject:Engineering & Technology, Computer Science, Mechanics
Subject Area:Multimedia
Format:Hardcover
Publisher:Springer International Publishing A&G
Book Title:Audio Source Separation
ISBN:9783319730301
Publication Year:2018
Language:English
Item Height:235mm
Item Width:155mm
Item Weight:7155g
Number of Pages:385 Pages
eBay Audio Source Separation Please note: this item is printed on demand and will take extra time before it can be dispatched to you (up to 20 working days). Author(s): Shoji Makino Format: Hardback Publisher: Springer International Publishing AG, Switzerland Imprint: Springer International Publishing AG ISBN-13: 9783319730301, 978-3319730301 Synopsis This book provides the first comprehensive overview of the fascinating topic of audio source separation based on non-negative matrix factorization, deep neural networks, and sparse component analysis. The first section of the book covers single channel source separation based on non-negative matrix factorization (NMF). After an introduction to the technique, two further chapters describe separation of known sources using non-negative spectrogram factorization, and temporal NMF models. In section two, NMF methods are extended to multi-channel source separation. Section three introduces deep neural network (DNN) techniques, with chapters on multichannel and single channel separation, and a further chapter on DNN based mask estimation for monaural speech separation. In section four, sparse component analysis (SCA) is discussed, with chapters on source separation using audio directional statistics modelling, multi-microphone MMSE-based techniques and diffusion map methods. The book brings together leading researchers to provide tutorial-like and in-depth treatments on major audio source separation topics, with the objective of becoming the definitive source for a comprehensive, authoritative, and accessible treatment. This book is written for graduate students and researchers who are interested in audio source separation techniques based on NMF, DNN and SCA.
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