Generating musical accompaniment using finite state transducers

Jonathan P. Forsyth, Juan P. Bello

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The finite state transducer (FST), a type of finite state machine that maps an input string to an output string, is a common tool in the fields of natural language processing and speech recognition. FSTs have also been applied to music-related tasks such as audio fingerprinting and the generation of musical accompaniment. In this paper, we describe a system that uses an FST to generate harmonic accompaniment to a melody. We provide details of the methods employed to quantize a music signal, the topology of the transducer, and discuss our approach to evaluating the system. We argue for an evaluation metric that takes into account the quality of the generated accompaniment, rather than one that returns a binary value indicating the correctness or incorrectness of the accompaniment.

Original languageEnglish (US)
Title of host publicationDAFx 2013 - 16th International Conference on Digital Audio Effects
PublisherNational University of Ireland
ISBN (Electronic)0956326773, 9780956326775
StatePublished - 2013
Event16th International Conference on Digital Audio Effects, DAFx 2013 - Maynooth, Ireland
Duration: Sep 2 2013Sep 5 2013

Publication series

NameDAFx 2013 - 16th International Conference on Digital Audio Effects

Other

Other16th International Conference on Digital Audio Effects, DAFx 2013
CountryIreland
CityMaynooth
Period9/2/139/5/13

ASJC Scopus subject areas

  • Computer Science Applications
  • Signal Processing
  • Acoustics and Ultrasonics
  • Music

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  • Cite this

    Forsyth, J. P., & Bello, J. P. (2013). Generating musical accompaniment using finite state transducers. In DAFx 2013 - 16th International Conference on Digital Audio Effects (DAFx 2013 - 16th International Conference on Digital Audio Effects). National University of Ireland.