Artificial Intelligence and Music
Introduction
Psychology of Music edited by Diana Deutsch, Oxford Handbook of Music Psychology edited by Susan Hallam, Ian Cross and Michael Thaut, Music, Language, and the Brain by Aniruddh D. Patel, Understanding Music with AI: Perspectives on Music Cognition edited by Mira Balaban, Kemal Ebcioğlu and Otto Laske, Readings in Music and Artificial Intelligence edited by Eduardo R. Miranda and Music, Mind and Machine: Studies in Computer Music, Music Cognition and Artificial Intelligence by Peter Desain and Henkjan Honing.
Aesthetics
Aesthetics: An Introduction to the Philosophy of Art by Anne Sheppard, Philosophy of the Arts: An Introduction to Aesthetics by Gordon Graham, Aesthetics and Cognitive Science by Gregory Currie, Aesthetics and Cognitive Science by Dustin Stokes and The Aesthetics of Music by Roger Scruton.
Emotion
Emotion and Meaning in Music by Leonard B. Meyer, Emotional Expression in Music Performance: Between the Performer's Intention and the Listener's Experience by Alf Gabrielsson and Patrik N. Juslin, The Effects of Different Types of Music on Mood, Tension, and Mental Clarity by Rollin McCraty, Bob Barrios-Choplin, Michael Atkinson and Dana Tomasino, Emotion Induction through Music: A Review of the Musical Mood Induction Procedure by Daniel Västfjäll, From Everyday Emotions to Aesthetic Emotions: Towards a Unified Theory of Musical Emotions by Patrik N. Juslin, Which Emotions Can be Induced by Music? What are the Underlying Mechanisms? And How Can We Measure Them? by Klaus R. Scherer, Emotional Responses to Music: The Need to Consider Underlying Mechanisms by Patrik N. Juslin and Daniel Västfjäll, Combining Music with Thought to Change Mood by Eric Eich, Joycelin T. W. Ng, Dawn Macaulay, Alexandra D. Percy and Irina Grebneva, Modeling Listeners' Emotional Response to Music by Tuomas Eerola, The Functions of Music for Affect Regulation by Annelies van Goethem and John Sloboda, Emotion Regulation through Listening to Music in Everyday Situations by Myriam V. Thoma, Stefan Ryf, Changiz Mohiyeddini, Ulrike Ehlert and Urs M. Nater and Personalized Affective Music Player by Joris H. Janssen, Egon L. van den Broek and Joyce H. D. M. Westerink.
Athletic Performance
The Effects of Music on Athletic Performance by Haluk Koç and Turchıan Curtseıt, The Effect of Music on Athletic Cardio-respiratory Responses and Perceived Exertion Rate during Incremental Exercise by Hamed Barzegar, Rahman Soori, Ali Akbarnejad and Elham Vosadi, Effect of Music Tempo on Exercise Performance and Heart Rate among Young Adults by Avinash E. Thakare, Ranjeeta Mehrotra and Ayushi Singh, The Effect of Music Playlist Tempo on Self-paced Running, Mood, and Attentional Focus Tendencies by Kristopher Bly, Psychophysical and Ergogenic Effects of Synchronous Music during Treadmill Walking by Costas I. Karageorghis, Denis A. Mouzourides, David-Lee Priest, Tariq A. Sasso, Daley J. Morrish and Carolyn L. Walley, Effects of Motivational Music on a 1.5 Mile Running Time Trial by Jamie C. Aweau, A Motivational Music and Video Intervention Improves High-intensity Exercise Performance by Martin J. Barwood, Neil J. V. Weston, Richard Thelwell and Jennifer Page, Applying Music in Exercise and Sport by Costas I. Karageorghis and A Personalized Music System for Motivation in Sport Performance by Gertjan Wijnalda, Steffen Pauws, Fabio Vignoli and Heiner Stuckenschmidt.
Productivity
The Effect of Music Listening on Work Performance by Teresa Lesiuk, The Effect of Preferred Music on Mood and Performance in a High-cognitive Demand Occupation by Teresa Lesiuk, Background Music and Cognitive Performance by Leslie A. Angel, Donald J. Polzella and Greg C. Elvers and The Impact of Background Music on Adult Listeners: A Meta-analysis by Juliane Kämpfe, Peter Sedlmeier and Frank Renkewitz.
Creativity
Effects of Mood States on Creativity by Franck Zenasni and Todd Lubart and The Effects of Musical Mood Induction on Creativity by Jill E. Adaman and Paul H. Blaney.
Flow
Optimal Experience: Psychological Studies of Flow in Consciousness edited by Mihaly Csikszentmihalyi and Isabella S. Csikszentmihalyi and Mindfulness, Attention, and Flow during Music Listening: An Empirical Investigation by Frank M. Diaz.
Studying and Concentration
The Perceived Impact of Playing Music while Studying: Age and Cultural Differences by Anastasia Kotsopoulou and Susan Hallam, The Effects of Different Types of Music on Mood, Tension, and Mental Clarity by Rollin McCraty, Bob Barrios-Choplin, Michael Atkinson and Dana Tomasino, Background Music and Cognitive Performance by Leslie A. Angel, Donald J. Polzella and Greg C. Elvers and The Impact of Background Music on Adult Listeners: A Meta-analysis by Juliane Kämpfe, Peter Sedlmeier and Frank Renkewitz.
Problem Solving
Human Problem Solving by Allen Newell and Herbert A. Simon, Effect of Music on Cooperative Problem Solving in Children by Sanford L. Chertock and Relationship between Musical Accompaniment and Learning Style in Problem Solving by Linda Burton.
Intelligent Tutoring Systems
Affect-aware Tutors: Recognising and Responding to Student Affect by Beverly P. Woolf, Winslow Burleson, Ivon Arroyo, Toby Dragon, David Cooper and Rosalind Picard, Multimodal Affect Recognition in Intelligent Tutoring Systems by Ntombikayise Banda and Peter Robinson and Affect and Cognitive Processes in Educational Contexts by Klaus Fiedler and Susanne Beier.
Affective Computing
Affective Computing by Rosalind W. Picard, Recognition and Simulation of Emotions by Christian Kleine-Cosack, Recognition of Vocal Emotions from Acoustic Profile by Krishna Asawa, Vikrant Verma and Ankit Agrawal, Multimodal Emotion Recognition for Human-computer Interaction: A Survey by Michele Mukeshimana, Xiaojuan Ban, Nelson Karani and Ruoyi Liu, Mind-reading Machines: Automated Inference of Complex Mental States by Rana A. El Kaliouby and Empirically Building and Evaluating a Probabilistic Model of User Affect by Cristina Conati and Heather Maclaren.
Computational Representation of Music
A Guide to Musical Analysis by Nicholas Cook, A System for the Analysis of Musical Data by Stuart Pullinger, Music Representation: Issues, Techniques, and Systems by Roger B. Dannenberg, The Music Structures Approach to Knowledge Representation for Music Processing by Mira Balaban, A Generative Theory of Tonal Music by Fred Lerdahl and Ray S. Jackendoff, Features for Audio and Music Classification by Martin McKinney and Jeroen Breebaart, The Music Genome Project by Michael Castelluccio, Moving beyond Feature Design: Deep Architectures and Automatic Feature Learning in Music Informatics by Eric J. Humphrey, Juan Pablo Bello and Yann LeCun, Improved Music Feature Learning with Deep Neural Networks by Siddharth Sigtia and Simon Dixon and What is Musical Prosody? by Caroline Palmer and Sean Hutchins.
Music Understanding
The Origins of Music Perception and Cognition: A Developmental Perspective by Sandra Trehub, E. Glenn Schellenberg and David S. Hill, Thinking in Sound: The Cognitive Psychology of Human Audition edited by Stephen McAdams and Emmanuel Bigand, Exploring the Functional Neuroanatomy of Music Performance, Perception, and Comprehension by Lawrence M. Parsons, Perception and Cognition of Music edited by Irène Deliège and John A. Sloboda, Towards a Neural Basis of Music Perception by Stefan Koelsch and Walter A. Siebel, Music Cognition and the Cognitive Sciences by Marcus Pearce and Martin Rohrmeier and Understanding Music with AI: Perspectives on Music Cognition edited by Mira Balaban, Kemal Ebcioğlu and Otto Laske.
Music Generation
Algorithmic Composition: Paradigms of Automated Music Generation by Gerhard Nierhaus, Algorithmic Composition: Computational Thinking in Music by Michael Edwards, AI Methods in Algorithmic Composition: A Comprehensive Survey by Jose D. Fernández and Francisco Vico and Deep Learning Techniques for Music Generation - A Survey by Jean-Pierre Briot, Gaëtan Hadjeres and François Pachet.
Recommender Systems
Music Recommender Systems by Markus Schedl, Peter Knees, Brian McFee, Dmitry Bogdanov and Marius Kaminskas, Current Challenges and Visions in Music Recommender Systems Research by Markus Schedl, Hamed Zamani, Ching-Wei Chen, Yashar Deldjoo and Mehdi Elahi and A Comparative Study of Music Recommendation Systems by Ashish Patel and Rajesh Wadhvani.
Playlist Generation
"More of an Art than a Science": Supporting the Creation of Playlists and Mixes by Sally Jo Cunningham, David Bainbridge and Annette Falconer, A Discussion of Musical Features for Automatic Music Playlist Generation using Affective Technologies by Darryl Griffiths, Stuart Cunningham and Jonathan Weinel, Towards a Personal Automatic Music Playlist Generation Algorithm: The Need for Contextual Information by Gordon Reynolds, Dan Barry, Ted Burke and Eugene Coyle and Automated Generation of Music Playlists: Survey and Experiments by Geoffray Bonnin and Dietmar Jannach.