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Makino, Shoji

Audio Source Separation

Makino, Shoji - Audio Source Separation, ebook

199,90€

Ebook, PDF with Adobe DRM
ISBN: 9783319730318
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Table of contents

1. Single-Channel Audio Source Separation with NMF: Divergences, Constraints and Algorithms
Cédric Févotte, Emmanuel Vincent, Alexey Ozerov

2. Separation of Known Sources Using Non-negative Spectrogram Factorisation
Tuomas Virtanen, Tom Barker

3. Dynamic Non-negative Models for Audio Source Separation
Paris Smaragdis, Gautham Mysore, Nasser Mohammadiha

4. An Introduction to Multichannel NMF for Audio Source Separation
Alexey Ozerov, Cédric Févotte, Emmanuel Vincent

5. General Formulation of Multichannel Extensions of NMF Variants
Hirokazu Kameoka, Hiroshi Sawada, Takuya Higuchi

6. Determined Blind Source Separation with Independent Low-Rank Matrix Analysis
Daichi Kitamura, Nobutaka Ono, Hiroshi Sawada, Hirokazu Kameoka, Hiroshi Saruwatari

7. Deep Neural Network Based Multichannel Audio Source Separation
Aditya Arie Nugraha, Antoine Liutkus, Emmanuel Vincent

8. Efficient Source Separation Using Bitwise Neural Networks
Minje Kim, Paris Smaragdis

9. DNN Based Mask Estimation for Supervised Speech Separation
Jitong Chen, DeLiang Wang

10. Informed Spatial Filtering Based on Constrained Independent Component Analysis
Hendrik Barfuss, Klaus Reindl, Walter Kellermann

11. Recent Advances in Multichannel Source Separation and Denoising Based on Source Sparseness
Nobutaka Ito, Shoko Araki, Tomohiro Nakatani

12. Multimicrophone MMSE-Based Speech Source Separation
Shmulik Markovich-Golan, Israel Cohen, Sharon Gannot

13. Musical-Noise-Free Blind Speech Extraction Based on Higher-Order Statistics Analysis
Hiroshi Saruwatari, Ryoichi Miyazaki

14. Audio-Visual Source Separation withAlternating Diffusion Maps
David Dov, Ronen Talmon, Israel Cohen

Keywords: Engineering, Signal, Image and Speech Processing, Acoustics, Engineering Acoustics

Editor
Publisher
Springer
Publication year
2018
Language
en
Edition
1
Series
Signals and Communication Technology
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319730318
Printed ISBN
978-3-319-73030-1

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