Automatic Dastgah recognition using Markov Models

Mostra el registre complet Registre parcial de l'ítem

  • dc.contributor.author Ciamarone, Luciano
  • dc.contributor.author Bozkurt, Baris
  • dc.contributor.author Serra, Xavier
  • dc.date.accessioned 2021-05-19T07:47:29Z
  • dc.date.available 2021-05-19T07:47:29Z
  • dc.date.issued 2019
  • dc.description Comunicació presentada al CMMR 2019: Perception, Representations, Image, Sound, Music, celebrat del 14 al 18 d'octubre de 2019 a Marsella, França.
  • dc.description.abstract This work focuses on automatic Dastgah recognition of monophonic audio recordings of Iranian music using Markov Models. We present an automatic recognition system that models the sequence of intervals computed from quantized pitch data (estimated from audio) with Markov processes. Classification of an audio file is performed by finding the closest match between the Markov matrix of the file and the (template) matrices computed from the database for each Dastgah. Applying a leave-one-out evaluation strategy on a dataset comprised of 73 files, an accuracy of 0.986 has been observed for one of the four tested distance calculation methods.en
  • dc.format.mimetype application/pdf
  • dc.identifier.citation Ciamarone L, Bozkurt B, Serra X. Automatic Dastgah recognition using Markov Models. In: Kronland-Martinet R, Ystad S, Aramaki M, editors. CMMR 2019: Perception, Representations, Image, Sound, Music; 2019 Oct 14-18; Marseille, France. Cham: Springer; 2019. p. 157-65. (LNCS; no. 12631). DOI: 10.1007/978-3-030-70210-6_11
  • dc.identifier.doi http://dx.doi.org/10.1007/978-3-030-70210-6_11
  • dc.identifier.uri http://hdl.handle.net/10230/47598
  • dc.language.iso eng
  • dc.publisher Springer
  • dc.relation.ispartof Kronland-Martinet R, Ystad S, Aramaki M, editors. CMMR 2019: Perception, Representations, Image, Sound, Music; 2019 Oct 14-18; Marseille, France. Cham: Springer; 2019. p. 157-65. (LNCS; no. 12631)
  • dc.rights © Springer The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-030-70210-6_11
  • dc.rights.accessRights info:eu-repo/semantics/openAccess
  • dc.subject.keyword Mode recognitionen
  • dc.subject.keyword Dastgah recognitionen
  • dc.subject.keyword Iranian musicen
  • dc.title Automatic Dastgah recognition using Markov Modelsen
  • dc.type info:eu-repo/semantics/conferenceObject
  • dc.type.version info:eu-repo/semantics/acceptedVersion

Col·leccions

Congressos (Departament de Tecnologies de la Informació i les Comunicacions)