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Audio Source Separation
Overview of attention for book
Audio Source Separation
Springer International Publishing
Table of Contents
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Book Overview
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Chapter 1
Single-Channel Audio Source Separation with NMF: Divergences, Constraints and Algorithms
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Chapter 2
Separation of Known Sources Using Non-negative Spectrogram Factorisation
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Chapter 3
Dynamic Non-negative Models for Audio Source Separation
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Chapter 4
An Introduction to Multichannel NMF for Audio Source Separation
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Chapter 5
General Formulation of Multichannel Extensions of NMF Variants
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Chapter 6
Determined Blind Source Separation with Independent Low-Rank Matrix Analysis
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Chapter 7
Deep Neural Network Based Multichannel Audio Source Separation
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Chapter 8
Efficient Source Separation Using Bitwise Neural Networks
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Chapter 9
DNN Based Mask Estimation for Supervised Speech Separation
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Chapter 10
Informed Spatial Filtering Based on Constrained Independent Component Analysis
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Chapter 11
Recent Advances in Multichannel Source Separation and Denoising Based on Source Sparseness
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Chapter 12
Multimicrophone MMSE-Based Speech Source Separation
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Chapter 13
Musical-Noise-Free Blind Speech Extraction Based on Higher-Order Statistics Analysis
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Chapter 14
Audio-Visual Source Separation with Alternating Diffusion Maps
Attention for Chapter 7:
Deep Neural Network Based Multichannel Audio Source Separation
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Book overview
1. Single-Channel Audio Source Separation with NMF: Divergences, Constraints and Algorithms
2. Separation of Known Sources Using Non-negative Spectrogram Factorisation
3. Dynamic Non-negative Models for Audio Source Separation
4. An Introduction to Multichannel NMF for Audio Source Separation
5. General Formulation of Multichannel Extensions of NMF Variants
6. Determined Blind Source Separation with Independent Low-Rank Matrix Analysis
7. Deep Neural Network Based Multichannel Audio Source Separation
8. Efficient Source Separation Using Bitwise Neural Networks
9. DNN Based Mask Estimation for Supervised Speech Separation
10. Informed Spatial Filtering Based on Constrained Independent Component Analysis
11. Recent Advances in Multichannel Source Separation and Denoising Based on Source Sparseness
12. Multimicrophone MMSE-Based Speech Source Separation
13. Musical-Noise-Free Blind Speech Extraction Based on Higher-Order Statistics Analysis
14. Audio-Visual Source Separation with Alternating Diffusion Maps
Summary
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Content based spatial remixing
Grant US-11979723-B2
United States of America
07 May 2024
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