Deep and Shallow: Machine Learning in Music and Audio (Chapman & Hall/CRC Machine Learning & Pattern Recognition) - Tapa dura

Dubnov, Shlomo; Greer, Ross

 
9781032146188: Deep and Shallow: Machine Learning in Music and Audio (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
Tapa dura
ISBN 10: 1032146184 ISBN 13: 9781032146188
Editorial: Chapman and Hall/CRC, 2023

Sinopsis

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.

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Acerca del autor

Shlomo Dubnov is a Professor in the Music Department and Affiliate Professor in Computer Science and Engineering at the University of California, San Diego. He is best known for his research on poly-spectral analysis of musical timbre and inventing the method of Music Information Dynamics with applications in Computer Audition and Machine improvisation. His previous books on The Structure of Style: Algorithmic Approaches to Understanding Manner and Meaning and Cross-Cultural Multimedia Computing: Semantic and Aesthetic Modeling were published by Springer.

Ross Greer is a PhD Candidate in Electrical & Computer Engineering at the University of California, San Diego, where he conducts research at the intersection of artificial intelligence and human agent interaction. Beyond exploring technological approaches to musical expression, Ross creates music as a conductor and orchestrator for instrumental ensembles. Ross received his B.S. and B.A. degrees in EECS, Engineering Physics, and Music from UC Berkeley, and an M.S. in Electrical & Computer Engineering from UC San Diego.

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Editorial
Chapman and Hall/CRC
Año de publicación
2023
Idioma
Inglés
ISBN 10 
1032146184
ISBN 13 
9781032146188
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
344
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9781032133911: Deep and Shallow: Machine Learning in Music and Audio (Chapman & Hall/CRC Machine Learning & Pattern Recognition)

Edición Destacada

ISBN 10:  1032133910 ISBN 13:  9781032133911
Editorial: Chapman and Hall/CRC, 2023
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