Handbook of Artificial Intelligence for Music: Foundations, Advanced Approaches, and Developments for Creativity

This book provides comprehensive coverage of the latest advances in research into enabling machines to listen to and compose new music, including chapters on human musical intelligence, interactive musical robots, and AI-based musical creativity. It focuses on a largely unexplored application of AI in the music industry.

Format: Paperback / softback
Length: 994 pages
Publication date: 03 July 2022
Publisher: Springer Nature Switzerland AG

This comprehensive book delves into the latest advancements in research, enabling machines to listen to and compose new music. It encompasses chapters that introduce the current understanding of human musical intelligence and explore how this knowledge can be replicated through artificial intelligence (AI). Furthermore, the book explores the development of interactive musical robots and emerging approaches to AI-based musical creativity, such as brain-computer music interfaces, bio-processors, and quantum computing.

Artificial Intelligence (AI) has significantly impacted the music industry, permeating various aspects, including management systems for recording studios and recommendation systems for online music commercialization through the Internet. However, this book specifically focuses on an unexplored application of AI: its use in creating actual musical content.

The book begins by providing an overview of the current state-of-the-art in AI for music generation. It discusses various techniques, including neural networks, generative adversarial networks, and deep learning, that are being employed to create music. The authors also explore the challenges and limitations of these approaches and discuss the potential for future advancements.

In the subsequent chapters, the book delves into the application of AI in specific domains of music creation. It discusses the use of AI in composing music, including melody generation, harmony generation, and rhythm generation. The authors showcase examples of AI-composed music and discuss the artistic qualities and potential applications of this technology.

Furthermore, the book explores the use of AI in music performance, including automatic accompaniment, music synthesis, and interactive music systems. The authors discuss the challenges and opportunities associated with these applications and provide insights into the future of AI-based music performance.

The book also addresses the ethical and societal implications of AI-based music creation. It discusses the potential risks and benefits of this technology, including the impact on music industry jobs, the preservation of artistic integrity, and the potential for cultural appropriation. The authors provide recommendations for policymakers and industry professionals to navigate these challenges and ensure the responsible and ethical use of AI in music creation.

In conclusion, this book offers a comprehensive and up-to-date exploration of the latest advances in research, enabling machines to listen to and compose new music. It provides a deep understanding of the techniques, applications, and ethical considerations associated with AI-based music creation. Whether you are a researcher, musician, or industry professional, this book will be an invaluable resource for anyone interested in the future of music technology.

Weight: 1537g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030721183
Edition number: 1st ed. 2021