Al-terity: Non-Rigid Musical Instrument with Artificial Intelligence Applied to Real-Time Audio Synthesis

Koray Tahiroğlu, Miranda Kastemaa, Oskar Koli

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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Abstract

A deformable musical instrument can take numerous dis- tinct shapes with its non-rigid features. Building audio syn- thesis module for such an interface behaviour can be chal- lenging. In this paper, we present the Al-terity, a non-rigid musical instrument that comprises a deep learning model with generative adversarial network architecture and use it for generating audio samples for real-time audio synthesis. The particular deep learning model we use for this instru- ment was trained with existing data set as input for pur- poses of further experimentation. The main benefits of the model used are the ability to produce the realistic range of timbre of the trained data set and the ability to generate new audio samples in real-time, in the moment of playing, with the characteristics of sounds that the performer ever heard before. We argue that these advanced intelligence features on the audio synthesis level could allow us to ex- plore performing music with particular response features that define the instrument’s digital idiomaticity and allow us reinvent the instrument in the act of music performance.
Original languageEnglish
Title of host publicationProceedings of the International Conference on New Interfaces for Musical Expression
Place of PublicationBirmingham
PublisherInternational Conference on New Interfaces for Musical Expression
Pages337-342
Number of pages6
Publication statusPublished - 25 Jul 2020
MoE publication typeA4 Article in a conference publication
EventINTERNATIONAL CONFERENCE ON NEW INTERFACES FOR MUSICAL EXPRESSION -
Duration: 1 Jan 1900 → …

Publication series

NameProceedings of the International Conference on New Interfaces for Musical Expression
ISSN (Electronic)2220-4806

Conference

ConferenceINTERNATIONAL CONFERENCE ON NEW INTERFACES FOR MUSICAL EXPRESSION
Abbreviated titleNIME
Period01/01/1900 → …

Keywords

  • NIME
  • Artificial Intelligence (AI)
  • GAN
  • deep learning
  • SOPI

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