PirateBay Download | dubnov s deep shallow machine learning music audio 2023

dubnov s deep shallow machine learning music audio 2023

Type:: E-books
Files:: 1
Size:: 13.9 MB
Uploaded On:: Nov. 12, 2023, 2:04 p.m.
Added By:: andryold1
Seeders:: 2
Leechers:: 3
Info Hash:: E1C9BC2E95C2D0BE17D4050CFD90A971C2F626B8

Textbook in PDF format Providing an essential and unique bridge between the theories of signal processing, machine learning, and artificial intelligence (AI) in music, this book provides a holistic overview of foundational ideas in music, from the physical and mathematical properties of sound to symbolic representations. Combining signals and language models in one place, this book explores how sound may be represented and manipulated by computer systems, and how our devices may come to recognize particular sonic patterns as musically meaningful or creative through the lens of information theory. Introducing popular fundamental ideas in AI at a comfortable pace, more complex discussions around implementations and implications in musical creativity are gradually incorporated as the book progresses. Each chapter is accompanied by guided programming activities designed to familiarize readers with practical implications of discussed theory, without the frustrations of free-form coding. Surveying state-of-the art methods in applications of deep neural networks to audio and sound computing, as well as offering a research perspective that suggests future challenges in music and AI research, this book appeals to both students of AI and music, as well as industry professionals in the fields of machine learning, music, and AI

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Dubnov S. Deep and Shallow. Machine Learning in Music and Audio 2023.pdf 13.9 MB

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dubnov s deep shallow machine learning music audio 2023

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