Handbook of artificial intelligence for music : foundations, advanced approaches, and developments for creativity

Handbook of artificial intelligence for music : foundations, advanced approaches, and developments for creativity / Eduardo Reck Miranda, editor.

This unique reference presents comprehensive coverage of the latest advances in research into enabling machines to listen to and compose new music. It includes chapters introducing what is known about human musical intelligence and on how this knowledge can be simulated with artificial intelligence...

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Bibliographic Details
Other Authors: Miranda, Eduardo Reck, 1963- (Editor)
Format: eBook
Language:English
Published: Cham, Switzerland : Springer, 2021.
Subjects:
Artificial intelligence > Musical applications > Handbooks, manuals, etc.
Artificial intelligence > Musical applications
handbooks.
Handbooks and manuals
Handbooks and manuals.
Guides et manuels.
Online Access:Click for online access
Table of Contents:
  • A Sociocultural and Design Perspectives on AI-based Music Production: Why do we make music what changes if AI makes it for us?
  • Human-Machine Simultaneity in the Compositional Process
  • Artificial Intelligence for Music Composition
  • Artificial Intelligence in Music and Performance: A subjective art-research inquiry
  • Neuroscience of Musical Improvisation.,
  • Discovering the Neuroanatomical Correlates of Music with Machine Learning
  • Music, Artificial Intelligence and Neuroscience
  • Creative Music Neurotechnology
  • On Making Music with Heartbeats
  • Cognitive Musicology and Artificial Intelligence: Harmonic Analysis, Learning and Generation
  • On Modelling Harmony with Constraint Programming for Algorithmic Composition Including a Model of Schoenberg's Theory of Harmony
  • Constraint-Solving System in Music Creation
  • AI Music Mixing Systems
  • Machine Improvisation in Music: Information theoretic approach
  • Structure, Abstraction and Reference in Artificial Musical Intelligence
  • Folk the Algorithms: (Mis)Applying Artificial Intelligence to Folk Music
  • Automatic Music Composition with Evolutionary Algorithms: Digging into the roots of biological creativity
  • Assisted Music Creation with Flow Machines: Towards new categories of new
  • Performance Creativity in Computer Systems for Expressive Performance of Music
  • Imitative Computer-Aided Musical Orchestration with Biologically Inspired Algorithms
  • Human-centred Artificial Intelligence in Concatenative Sound Synthesis
  • Deep Generative Models for Musical Audio Synthesis
  • Transfer Learning for Generalized Audio Signal Processing
  • From Audio to Music Notation
  • Automatic Transcription of Polyphonic Vocal Music
  • Graph-Based Representation, Analysis and Interpretation of Popular Music Lyrics Using Semantic Embedding Features
  • Interactive Machine Learning of Musical Gesture
  • Human-Robot Musical Interaction
  • Shimon Sings: Robotic musicianship finds its voice
  • AI-lectronica: Music AI in clubs and studio production
  • Musicking with Algorithms: Thoughts on Artificial Intelligence, Creativity and Agency
  • cellF: Surrogate Musicianship as Manifestation of In-vitro Intelligence
  • On Growing Computers from Living Biological Cells: Let's take a walk on the wild side of Artificial Intelligence
  • Quantum Computer: Hello Music.

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