Publication:
Histogram Equalization-Based Features for Speech, Music and Song Discrimination

Simple item page
dc.affiliation.dptoUC3M. Departamento de Teoría de la Señal y Comunicacioneses
dc.affiliation.grupoinvUC3M. Grupo de Investigación: Procesado Multimediaes
dc.contributor.authorGallardo Antolín, Ascensión
dc.contributor.authorMontero, Juan Manuel
dc.contributor.funderMinisterio de Economía y Competitividad (España)es
dc.contributor.funderComunidad de Madrides
dc.contributor.funderUniversidad Carlos III de Madrides
dc.contributor.funderMinisterio de Educación, Cultura y Deporte (España)es
dc.date.accessioned2021-06-18T10:48:20Z
dc.date.available2021-06-18T10:48:20Z
dc.date.issued2010-07
dc.description.abstractIn this letter, we present a new class of segment-based features for speech, music and song discrimination. These features, called PHEQ (Polynomial-Fit Histogram Equalization), are derived from the nonlinear relationship between the short-term feature distributions computed at segment level and a reference distribution. Results show that PHEQ characteristics outperform short-term features such as Mel Frequency Cepstrum Coefficients (MFCC) and conventional segment-based ones such as MFCC mean and variance. Furthermore, the combination of short-term and PHEQ features significantly improves the performance of the whole system.en
dc.description.sponsorshipThis work was supported in part by the regional project Comunidad de Madrid-UC3M CCG08-UC3M/TIC-4457 and the Spanish Government Projects TEC2008-06382 and DPI2007-66846-C02-02.en
dc.format.extent4
dc.identifier.bibliographicCitationGallardo-Antolin, A. & Montero, J. M. (2010). Histogram Equalization-Based Features for Speech, Music, and Song Discrimination. IEEE Signal Processing Letters, 17(7), pp. 659–662.en
dc.identifier.doihttps://doi.org/10.1109/LSP.2010.2049877
dc.identifier.issn1070-9908
dc.identifier.publicationfirstpage659
dc.identifier.publicationissue7
dc.identifier.publicationlastpage662
dc.identifier.publicationtitleIEEE Signal Processing Lettersen
dc.identifier.publicationvolume17
dc.identifier.urihttps://hdl.handle.net/10016/32892
dc.identifier.uxxiAR/0000007800
dc.language.isoeng
dc.publisherIEEE
dc.relation.projectIDComunidad de Madrid. CCG08-UC3M/TIC-4457es
dc.relation.projectIDGobierno de España. TEC2008-06382es
dc.relation.projectIDGobierno de España. DPI2007-66846-C02-02es
dc.rights© 2010, IEEE
dc.rights.accessRightsopen accessen
dc.subject.ecienciaTelecomunicacioneses
dc.subject.otherSpeech/Music/Song discriminationen
dc.subject.otherAudio classificationen
dc.subject.otherHEQ-based featuresen
dc.subject.otherAcoustic featuresen
dc.subject.otherParameterizationen
dc.titleHistogram Equalization-Based Features for Speech, Music and Song Discriminationen
dc.typeresearch article*
dc.type.hasVersionAM*
dspace.entity.typePublication
Files
Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
Equalization_PL_2010_ps.pdf
Size:
528.77 KB
Format:
Adobe Portable Document Format
Download
Collections
DTSC - GPM - Artículos de Revistas