Audio Source Separation -
-25% koodilla BOOKS
Toimitus 12-18 arkipäivässä
30 päivän palautusoikeus
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 ... Täydellinen kuvaus
Saatat myös pitää
TOP
Six Not-so-easy Pieces: Einstein's Relativity, Symmetry, and Space-Time
Richard P. Feynman, Robert B. Leighton, Matthew Sands
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Six Easy Pieces: Essentials of Physics Explained by Its Most Brilliant Teacher
Richard P. Feynman, Robert B. Leighton, Matthew Sands
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Behave: The Biology of Humans at Our Best and Worst
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
The Age of Alchemy: How Early Innovators Shaped Modern Chemistry
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
The Secrets of our DNA: How Genetics has Changed the World
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Why We Sleep: Unlocking the Power of Sleep and Dreams
-25% koodilla BOOKS
Varastossa
TOP
Astrophysics for People in a Hurry: Essays on the Universe and Our Place Within It
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
The Rise and Fall of the Dinosaurs: A New History of a Lost World
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
The Rise and Reign of the Mammals: A New History, from the Shadow of the Dinosaurs to Us
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Determined: The Science of Life Without Free Will
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Learn Faster, Perform Better: A Musician's Guide to the Neuroscience of Practicing
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Beyond Inheritance: Our Ever-Mutating Cells and a New Understanding of Health
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Thing Explainer: Complicated Stuff in Simple Words
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Introduction to Quantum Mechanics
Darrell F. Schroeter, David J. Griffiths
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Factfulness: Ten Reasons We're Wrong About the World--and Why Things Are Better Than You Think
Ola Rosling, Anna Rosling Rönnlund, Hans Rosling
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Universe: The Definitive Visual Guide
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
Entangled Life: How Fungi Make Our Worlds, Change Our Minds and Shape Our Futures
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
How Far the Light Reaches: A Life in Ten Sea Creatures
-25% koodilla BOOKS
Toimittajalla varastossa
TOP
The Light Eaters: How the Unseen World of Plant Intelligence Offers a New Understanding of Life on Earth
-25% koodilla BOOKS
Toimittajalla varastossa
Kuvaus
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.
Lisätietoja
| Julkaisija | Springer Nature Switzerland |
|---|---|
| Series | Signals and Communication Technology |
| Julkaisuvuosi | 2019 |
| Kannen tyyppi | Pehmeäkantinen |
| EAN | 9783030103033 |