Understanding Music with AI

Understanding Music with AI
Author: Mira Balaban
Publisher: MIT Press
Total Pages: 0
Release: 1992
Genre: Artificial intelligence
ISBN: 9780262521703
GET BOOK

Download Understanding Music with AI Book in PDF, Epub and Kindle

This anthology provides an informative and timely introduction to ongoing research on music as a cognitive process, bringing a new coherence to the emerging science of musical activity. Following the foreword, which is based on a conversation with Marvin Minsky, 26 contributions explore musical composition, analysis, performance, perception, and learning and tutoring. Their goal is to discover how these activities can be interpreted, understood, modeled, and supported through the use of computer programs. Each chapter is put into perspective by the editors, and empirical investigations are framed by a discussion of the nature of cognitive musicology and of epistemological problems of modeling musical action. The contributions, drawn from two international workshops on AI and Music held in 1988 and 1989, are grouped in seven sections. Topics in these sections take up two views of the nature of cognitive musicology (Kugel, Laske), principles of modeling musical activity (Balaban, Bel, Blevis, Glasgow and Jenkins, Courtot, Smoliar), approaches to music composition (Ames and Domino, Laske, Marsella, Riecken), music analysis by synthesis (Cope, Ebcioglu, Maxwell), realtime performance of music (Bel and Kippen, Ohteru and Hashimoto), music perception (Desain and Honing, Jones, Miller and Scarborough, Linster), and learning/tutoring (Baker, Widmer).

Handbook of Artificial Intelligence for Music

Handbook of Artificial Intelligence for Music
Author: Eduardo Reck Miranda
Publisher: Springer Nature
Total Pages: 994
Release: 2021-07-02
Genre: Computers
ISBN: 3030721167
GET BOOK

Download Handbook of Artificial Intelligence for Music Book in PDF, Epub and Kindle

This book presents comprehensive coverage of the latest advances in research into enabling machines to listen to and compose new music. It includes chapters introducing what we know about human musical intelligence and on how this knowledge can be simulated with AI. The development of interactive musical robots and emerging new approaches to AI-based musical creativity are also introduced, including brain–computer music interfaces, bio-processors and quantum computing. Artificial Intelligence (AI) technology permeates the music industry, from management systems for recording studios to recommendation systems for online commercialization of music through the Internet. Yet whereas AI for online music distribution is well advanced, this book focuses on a largely unexplored application: AI for creating the actual musical content.

Mathematical Music

Mathematical Music
Author: Nikita Braguinski
Publisher: CRC Press
Total Pages: 127
Release: 2022-03-13
Genre: Mathematics
ISBN: 1000545504
GET BOOK

Download Mathematical Music Book in PDF, Epub and Kindle

Mathematical Music offers a concise and easily accessible history of how mathematics was used to create music. The story presented in this short, engaging volume ranges from ratios in antiquity to random combinations in the 17th century, 20th-century statistics, and contemporary artificial intelligence. This book provides a fascinating panorama of the gradual mechanization of thought processes involved in the creation of music. How did Baroque authors envision a composition system based on combinatorics? What was it like to create musical algorithms at the beginning of the 20th century, before the computer became a reality? And how does this all explain today’s use of artificial intelligence and machine learning in music? In addition to discussing the history and the present state of mathematical music, Braguinski also takes a look at what possibilities the near future of music AI might hold for listeners, musicians, and the society. Grounded in research findings from musicology and the history of technology, and written for the non-specialist general audience, this book helps both student and professional readers to make sense of today’s music AI by situating it in a continuous historical context.

Artificial Intelligence and Music Ecosystem

Artificial Intelligence and Music Ecosystem
Author: Martin Clancy
Publisher: CRC Press
Total Pages: 184
Release: 2022-09-22
Genre: Computers
ISBN: 1000688666
GET BOOK

Download Artificial Intelligence and Music Ecosystem Book in PDF, Epub and Kindle

Artificial Intelligence and Music Ecosystem highlights the opportunities and rewards associated with the application of AI in the creative arts. Featuring an array of voices, including interviews with Jacques Attali, Holly Herndon and Scott Cohen, this book offers interdisciplinary approaches to pressing ethical and technical questions associated with AI. Considering the perspectives of developers, students and artists, as well as the wider themes of law, ethics and philosophy, Artificial Intelligence and Music Ecosystem is an essential introduction for anyone interested in the impact of AI on music, including those studying and working in the creative arts.

The Artist in the Machine

The Artist in the Machine
Author: Arthur I. Miller
Publisher: MIT Press
Total Pages: 429
Release: 2019-10-01
Genre: Computers
ISBN: 0262042851
GET BOOK

Download The Artist in the Machine Book in PDF, Epub and Kindle

An authority on creativity introduces us to AI-powered computers that are creating art, literature, and music that may well surpass the creations of humans. Today's computers are composing music that sounds “more Bach than Bach,” turning photographs into paintings in the style of Van Gogh's Starry Night, and even writing screenplays. But are computers truly creative—or are they merely tools to be used by musicians, artists, and writers? In this book, Arthur I. Miller takes us on a tour of creativity in the age of machines. Miller, an authority on creativity, identifies the key factors essential to the creative process, from “the need for introspection” to “the ability to discover the key problem.” He talks to people on the cutting edge of artificial intelligence, encountering computers that mimic the brain and machines that have defeated champions in chess, Jeopardy!, and Go. In the central part of the book, Miller explores the riches of computer-created art, introducing us to artists and computer scientists who have, among much else, unleashed an artificial neural network to create a nightmarish, multi-eyed dog-cat; taught AI to imagine; developed a robot that paints; created algorithms for poetry; and produced the world's first computer-composed musical, Beyond the Fence, staged by Android Lloyd Webber and friends. But, Miller writes, in order to be truly creative, machines will need to step into the world. He probes the nature of consciousness and speaks to researchers trying to develop emotions and consciousness in computers. Miller argues that computers can already be as creative as humans—and someday will surpass us. But this is not a dystopian account; Miller celebrates the creative possibilities of artificial intelligence in art, music, and literature.

Music and AI

Music and AI
Author: Alexandra Bonnici
Publisher: Frontiers Media SA
Total Pages: 170
Release: 2021-03-16
Genre: Science
ISBN: 2889666026
GET BOOK

Download Music and AI Book in PDF, Epub and Kindle

Deep Learning Techniques for Music Generation

Deep Learning Techniques for Music Generation
Author: Jean-Pierre Briot
Publisher: Springer
Total Pages: 284
Release: 2019-11-08
Genre: Computers
ISBN: 3319701630
GET BOOK

Download Deep Learning Techniques for Music Generation Book in PDF, Epub and Kindle

This book is a survey and analysis of how deep learning can be used to generate musical content. The authors offer a comprehensive presentation of the foundations of deep learning techniques for music generation. They also develop a conceptual framework used to classify and analyze various types of architecture, encoding models, generation strategies, and ways to control the generation. The five dimensions of this framework are: objective (the kind of musical content to be generated, e.g., melody, accompaniment); representation (the musical elements to be considered and how to encode them, e.g., chord, silence, piano roll, one-hot encoding); architecture (the structure organizing neurons, their connexions, and the flow of their activations, e.g., feedforward, recurrent, variational autoencoder); challenge (the desired properties and issues, e.g., variability, incrementality, adaptability); and strategy (the way to model and control the process of generation, e.g., single-step feedforward, iterative feedforward, decoder feedforward, sampling). To illustrate the possible design decisions and to allow comparison and correlation analysis they analyze and classify more than 40 systems, and they discuss important open challenges such as interactivity, originality, and structure. The authors have extensive knowledge and experience in all related research, technical, performance, and business aspects. The book is suitable for students, practitioners, and researchers in the artificial intelligence, machine learning, and music creation domains. The reader does not require any prior knowledge about artificial neural networks, deep learning, or computer music. The text is fully supported with a comprehensive table of acronyms, bibliography, glossary, and index, and supplementary material is available from the authors' website.

Readings in Music and Artificial Intelligence

Readings in Music and Artificial Intelligence
Author: Eduardo Reck Miranda
Publisher: Routledge
Total Pages: 319
Release: 2013-10-28
Genre: Performing Arts
ISBN: 113665285X
GET BOOK

Download Readings in Music and Artificial Intelligence Book in PDF, Epub and Kindle

The interplay between emotional and intellectual elements feature heavily in the research of a variety of scientific fields, including neuroscience, the cognitive sciences and artificial intelligence (AI). This collection of key introductory texts by top researchers worldwide is the first study which introduces the subject of artificial intelligence and music to beginners. Eduardo Reck Miranda received a Ph.D. in music and artificial intelligence from the University of Edinburgh, Scotland. He has published several research papers in major international journals and his compositions have been performed worldwide. Also includes 57 musical examples.

A.I. and the Art of Music

A.I. and the Art of Music
Author: Michael J Orr
Publisher: Wordsmithmojo Publishing
Total Pages: 0
Release: 2023-11-21
Genre:
ISBN:
GET BOOK

Download A.I. and the Art of Music Book in PDF, Epub and Kindle

AI and the Art of Music: A New Age of Composition Unlock the Symphony of the Future Discover how Artificial Intelligence is redefining the boundaries of music in "AI and the Art of Music: A New Age of Composition." This groundbreaking book offers a comprehensive exploration of the intersection between AI and music, a journey through the innovative landscape where technology meets artistry. Why This Book is a Must-Read: Unveil the Secrets of AI in Music: Understand how AI is transforming music composition, production, and performance. From AI-driven symphonies to algorithmic improvisation, explore the cutting-edge of musical creation. Explore Ethical and Legal Landscapes: Navigate the complex ethical and legal challenges of AI-generated music. Delve into discussions about authorship, copyright, and the future of creative rights in the digital age. Gain Practical Insights: Equip yourself with practical knowledge and tips for integrating AI into your musical workflow. Whether you're a seasoned composer, an aspiring musician, or a curious enthusiast, this book offers valuable insights for everyone. Peek into the Future: Be part of the conversation about the future of AI in music. Understand the implications, challenges, and opportunities that AI presents in the evolving music industry. Features of the Book: Expert Opinions and Case Studies: Learn from real-life examples and experiences of musicians and technologists at the forefront of AI in music. Easy-to-Understand Explanations: Complex concepts are broken down into understandable language, making AI in music accessible to all. Comprehensive Resources: Access a curated list of resources, including online courses, tools, and communities, to further your exploration in AI music. Engaging and Thought-Provoking: Written with passion and expertise, the book is both informative and engaging, sparking creativity and imagination. Who Should Read This Book? Musicians and Composers: Discover new possibilities and tools for creativity. Music Producers: Learn how AI can streamline and enhance production. Students and Educators: A perfect resource for music and tech-related curriculums. Tech Enthusiasts: Explore the fascinating intersection of AI and music. Anyone Passionate About Music and Technology. Join us on a journey to the forefront of musical innovation. Embrace the future with "AI and the Art of Music: A New Age of Composition."