The Arts

The Cyborg Philharmonic: Synchronizing interactive musical performances between humans and machines

S. Chakraborty, S. Dutta, et al.

Dive into the revolutionary world of the 'Cyborg Philharmonic,' where humans and machines create music in perfect harmony! This groundbreaking research by Sutirtha Chakraborty, Sourav Dutta, and Joseph Timoney integrates advanced synchronization and deep learning models to redefine musical performances—making every note an unexpected delight!

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Playback language: English

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Abstract

This paper explores real-time collaborations between humans and machines in musical performances. It proposes a system, the "Cyborg Philharmonic," integrating synchronization models (like Kuramoto oscillators) and deep learning predictive models (neural networks) to achieve seamless melody generation. The system maps mathematical models to instrument control and uses deep learning to anticipate future musical state changes, thereby enhancing synchronization and predicting role transitions within the ensemble.

Publisher

Humanities and Social Sciences Communications

Published On

Mar 17, 2021

Authors

Sutirtha Chakraborty, Sourav Dutta, Joseph Timoney

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