Deep and Shallow: Machine Learning in Music and Audio
Deep and Shallow: Machine Learning in Music and Audio
English | 2024 | ISBN: 1032133910 | 345 Pages | PDF (True) | 14 MB
English | 2024 | ISBN: 1032133910 | 345 Pages | PDF (True) | 14 MB
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.