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Generating Music from Flocking Dynamics
2012 American Control Conference (ACC), 2012We explore different approaches for generating music from the flocking dynamics of groups of mobile autonomous agents following a simple decentralized control rule. By developing software that links these dynamics to a set of sound wave generators, we study how each approach reflects sonically the transition to collective order and which produces ...
Cristián Huepe +2 more
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MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer
International Society for Music Information Retrieval Conference, 2018We introduce MIDI-VAE, a neural network model based on Variational Autoencoders that is capable of handling polyphonic music with multiple instrument tracks, as well as modeling the dynamics of music by incorporating note durations and velocities.
Gino Brunner +3 more
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The functional dynamics of music
Music and Letters, 1948THE approach to the study of the nature of music must start with its origins. But Scores of philosophers, economists and scientists have in the last two hundred years attempted to get to the truth, and yet have not been able to present as much as one acceptable theory, indeed, one uncontested fact. . . . Music . . .
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Music Perception, 2014
Musicians anticipate and monitor the expressive effects of their actions during performance. Previous research suggests that the ability to imagine desired outcomes can partially compensate when auditory feedback is absent, permitting continued performance even though information about whether these outcomes are realized is unavailable.
Laura Bishop +2 more
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Musicians anticipate and monitor the expressive effects of their actions during performance. Previous research suggests that the ability to imagine desired outcomes can partially compensate when auditory feedback is absent, permitting continued performance even though information about whether these outcomes are realized is unavailable.
Laura Bishop +2 more
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Musical Skin: A Dynamic Interface for Musical Performance
2011Compared to pop music, the audience of classical music has decreased dramatically. Reasons might be the way of communication between classic music and its audience that depends on vocal expression such as timbre, rhythm and melody in the performance. The fine details of classic music as well its implied emotion among the notes become implicit to the ...
Heng Jiang, Teng-Wen Chang, Cha-Lin Liu
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Musical Automata as Dynamical Systems
Adaptive Behavior, 2006This paper explores the use of dynamical systems as a framework for understanding how musically autonomous behavior can be achieved in artifact. Just as dynamics has offered a breakout strategy for the perceived limitations of artificial intelligence, so too can dynamics offer a solution to the current limitations of autonomous generative music systems.
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Exploring the Collaborative Co-Creation Process with AI: A Case Study in Novice Music Production
Conference on Designing Interactive SystemsArtificial intelligence is reshaping creative domains, yet its co-creative processes, especially in group settings with novice users, remain under explored.
Yue Fu +4 more
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Characterizing music dynamics for improvisation
2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763), 2005Characterizing music dynamics is important for music generation, music analogies, music retrieval, music improvisation etc. Though there has been some works on modeling music, most of them do not consider the temporal or dynamical aspects of music. In this paper we show that it is possible to characterize music dynamics using linear prediction.
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Incorporating Time Dynamics and Implicit Feedback into Music Recommender Systems
International Conference on Wirtschaftsinformatik, 2018Recommender systems have been applied to several domains (e.g., online streaming, e-commerce, etc.) to assist decision making. Temporal information has been recognized and demonstrated as useful factor in improving the quality of recommendations. However,
Diego Sánchez-Moreno +2 more
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Exploration of Artificial Intelligence in Creative Fields: Generative Art, Music, and Design
International Journal of Cyber and IT Service ManagementThis article provides a thorough examination of the latest advancements in artificial intelligence (AI) as applied to the creative sectors, specifically focusing on generative art, music composition, and design.
Vina El Ardeliya +2 more
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