{"product_id":"source-separation-and-machine-learning-jen-tzung-chien-9780128177969","title":"Source Separation and Machine Learning","description":"\u003cp\u003e\u003ci\u003eSource Separation and Machine Learning\u003c\/i\u003e presents the fundamentals in adaptive learning algorithms for Blind Source Separation (BSS) and emphasizes the importance of machine learning perspectives. It illustrates how BSS problems are tackled through adaptive learning algorithms and model-based approaches using the latest information on mixture signals to build a BSS model that is seen as a statistical model for a whole system. Looking at different models, including independent component analysis (ICA), nonnegative matrix factorization (NMF), nonnegative tensor factorization (NTF), and deep neural network (DNN), the book addresses how they have evolved to deal with multichannel and single-channel source separation. \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jen-Tzung Chien\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0128177969\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780128177969\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Academic Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/23\/2018\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 384\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.45lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.79d","brand":"Jen-Tzung Chien","offers":[{"title":"Paperback","offer_id":48135935951103,"sku":"9780128177969","price":99.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_ba1b50be-0ce4-499d-a1ae-978df3b90055.jpg?v=1770159420","url":"https:\/\/www.whiterainbookhouse.com\/products\/source-separation-and-machine-learning-jen-tzung-chien-9780128177969","provider":"WR Book House","version":"1.0","type":"link"}