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Here you will find books about sound source separation and related topics. Please use the CONTACT page to let me know of any other books that should be listed here.  Thanks!



Advances in Neural Networks – ISNN 2015: 12th International Symposium on Neural Networks, Editors: Xiaolin Hu, Yousheng Xia, Yunong Zhang, Dongbin Zhao [Springer, 2015]


Analysis, Synthesis, and Perception of Musical Sounds: The Sound of Music (Modern Acoustics and Signal Processing) by James Beauchamp (Editor) [Springer, 2007 edition]


Artificial Neural Networks: Biological Inspirations – ICANN 2005, 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part I, Editors: Duch, Wlodzislaw, Oja, Erkki, Zadrozny, Slawomir [Springer, 2005]


Audio Source Separation by Shoji Makino (Editor) [Springer, 2018]

Audio Source Separation and Speech Enhancement by Emmanuel Vincent (Editor), Tuomas Virtanen (Editor), Sharon Gannot (Editor) [Wiley, 2018]

Blind Source Separation: Advances in Theory, Algorithms and Applications by Ganesh R. Nail (Editor) and Wenwu Wang (Editor) [Springer, 2014]


Blind Speech Separation by Shoji Makino, Hiroshi Sawada, Te-Won Lee (Editors) [Springer, 2007]


DAFX: Digital Audio Effects, 2nd Edition by Udo Zölzer (Editor) [Wiley, 2011]


Fundamentals of Music Processing: Audio, Analysis, Algorithms, Applications by Meinard Müller [Springer, 2015]


Handbook of Blind Source Separation: Independent Component Analysis and Applications by Pierre Comon [Academic Press, 2010]


Handbook of Signal Processing in Acoustics, Volume 2 by David Havelock, Sonoko Kuwano, Michael Vorländer (Editors) [Springer, 2008]


Intelligent Audio Analysis by Björn W. Schuller [Springer, 2013]


Intelligent Single-Channel Methods for Multi-Source Audio Analysis by Felix Johannes Weninger [Verlag Dr. Hut, 2015]

Latent Variable Analysis and Signal Separation: 10th International Conference, LVA/ICA 2012, Tel Aviv, Israel, March 12-15, 2012, Proceedings by Theis, F., Cichocki, A., Yeredor, A., Zibulevsky, M. (Editors) [Springer, 2012]


Living Stereo: Histories and Cultures of Multichannel Sound by Paul Théberge (Editor), Kyle Devine (Editor), and Tom Everrett (Editor) [Bloomsbury Academic, 2015]


Machine Audition: Principles, Algorithms and Systems by Wenwu Wang (University of Surrey, UK) [IGI Global, 2011]

Multivariate Bayesian Statistics: Models for Source Separation and Signal Unmixing, 1st Edition by Daniel B. Rowe [Chapman and Hall/CRC, November 25, 2002]


Musical Instrument Sound Separation: Extracting Instruments from Musical Performances - Theory and Algorithms by Andrei Grecu [VDM Verlag Dr. Müller, 2008]


Musimathics: The Mathematical Foundations of Music (Volume 1) by Gareth Loy [The MIT Press; Reprint edition (August 19, 2011)]


Musimathics: The Mathematical Foundations of Music (Volume 2) by Gareth Loy [The MIT Press (August 19, 2011)]


Nonnegative Matrix Factorization with Adaptive Elements for Monaural Audio Source Separation by Julian Becker [Aachen Series on Multimedia and Communications Engineering, 2016]

Novel Approach for Single Channel Blind Source Separation: Unsupervised Learning Algorithms and Applications by Bin Gao and Wai Lok Woo [LAP LAMBERT Academic Publishing, 2012]


Separation and Classification of Different Musical Instruments Sound Using Degenerate Blind Source Separation and Fuzzy Classifier by Silk Smita and Sandeep Singh Solanki [LAP LAMBERT Academic Publishing, June 29, 2015]


Separation of Singing Voice from Music Using Extended Robust Principle Component Analysis and Deep Learning by Feng Li [Scientific Research Publishing Inc., 2020]

Sound to Sense - Sense to Sound: A state of the art in Sound and Music Computing by Pietro Polotti (Author, Editor), Davide Rocchesso (Editor) [Logos Verlag, 2008]


Source Separation and Machine Learning by Jen-Tzung Chien [Academic Press, 30th October 2018]

Spectral Audio Signal Processing by Julius O. Smith III [CreateSpace, 2011]


The New Stereo Soundbook by Ron Streicher and F. Alton Everest [Audio Engineering Associates, 2006]


The Scientist and Engineer's Guide to Digital Signal Processing by Steven W. Smith, Ph.D. [California Technical Publishing] FREE TO DOWNLOAD!


Unsupervised Signal Processing: Channel Equalization and Source Separation by João Marcos Travassos Romano (Author), Romis Attux (Author), Charles Casimiro Cavalcante (Author), Ricardo Suyama (Author) [CRC Press, 2010] 



More books to come!


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