Composing music with Neural Networks and probabilistic finite-state machines

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Abstract

In this paper, biological (human) music composition systems based on Time Delay Neural Networks and Ward Nets and on a probabilistic Finite-State Machine will be presented. The systems acquire musical knowledge by inductive learning and are able to produce complete musical scores for multiple instruments and actual music in the MIDI format. The quality of our approaches is analyzed in objective and subjective manner with existing techniques. © 2008 Springer-Verlag Berlin Heidelberg.

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APA

Oliwa, T., & Wagner, M. (2008). Composing music with Neural Networks and probabilistic finite-state machines. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 4974 LNCS, pp. 503–508). https://doi.org/10.1007/978-3-540-78761-7_55

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