Joan Serrà Postdoctoral Researcher

Postdoctoral Researcher

IIIA-CSIC

City
Bellaterra, Spain
Discipline
Computer and Information Science
Interests
Music Information Retrieval, Machine Learning, Time Series Analysis, Complex Networks
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Publications

  • Music similarity systems and methods using descriptors

    Gómez E, Herrera P, Cano P, Janer J, Serrà J, Bonada J et al.

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Method for calculating measures of similarity between time signals

    Serrà J

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Music similarity based on sequences of descriptors: tonal features applied to cover song identification

    Serrà J

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • The computer as music critic

    Serrà J, Arcos J

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A cover song identification system based on sequences of tonal descriptors

    Serrà J, Gómez E

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Improving binary similarity and local alignment for cover song detection

    Serrà J, Gómez E, Herrera P

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Assessing the results of a cover song identification system with coverSSSSearch

    Serrà J

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Hybrid similarity measures for music recommendation

    Bogdanov D, Serrà J, Wack N, Herrera P

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Music type groupers (MTG): generic music classification algorithms

    Wack N, Guaus E, Laurier C, Meyers O, Marxer R, Bogdanov D et al.

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Cover song retrieval by cross recurrence quantification and unsupervised set detection

    Serrà J, Zanin M, Andrzejak R

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • The discipline formerly known as MIR

    Herrera P, Serrà J, Laurier C, Guaus E, Gómez E, Serra X

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Cover song networks: analysis and accuracy increase

    Serrà J, Zanin M, Herrera P

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Music classification using high-level models

    Wack N, Laurier C, Meyers O, Marxer R, Bogdanov D, Serrà J et al.

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Hybrid music similarity measure

    Bogdanov D, Serrà J, Wack N, Herrera P

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Patterns, regularities, and evolution of contemporary popular music

    Serrà J, Corral A, Boguñá M, Haro M, Arcos J

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Quantifying the evolution of popular music

    Serrà J, Corral A, Boguñá M, Haro M, Arcos J

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Computational analysis of intonation in Indian art music

    Koduri G, Serrà J, Serra X

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Extracting semantic information from on-line art music discussion forums

    Sordo M, Serrà J, Koduri G, Serra X

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • The importance of detecting boundaries in music structure annotation

    Serrà J, Müller M, Grosche P, Arcos J

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Measuring quantitative trends in western popular music

    Serrà J, Corral A, Boguñá M, Haro M, Arcos J

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A qualitative assessment of measures for the evaluation of a cover song identification system

    Serrà J

    Proc. of the Int. Conf. on Music Information Retrieval (ISMIR) (2007)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Audio cover song identification based on tonal sequence alignment

    Serrà J, Gómez E

    Proc. of the IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP) (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Music mood annotator design and integration

    Laurier C, Meyers O, Serrà J, Blech M, Herrera P

    Proc. of the Int. Workshop on Content-Based Multimedia Indexing (CBMI) (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Shape-based spectral contrast descriptor

    Akkermans V, Serrà J, Herrera P

    Proc. of the Sound and Music Computing Conf. (SMC) (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Music mood representations from social tags

    Laurier C, Sordo M, Serrà J, Herrera P

    Proc. of the Int. Soc. for Music Information Retrieval Conf. (ISMIR) (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Unsupervised detection of cover song sets: accuracy improvement and original identification

    Serrà J, Zanin M, Laurier C, Sordo M

    Proc. of the Int. Soc. for Music Information Retrieval Conf. (ISMIR) (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • From low-level to high-level: comparative study of music similarity measures

    Bogdanov D, Serrà J, Wack N, Herrera P

    Proc. of the IEEE Int. Symp. on Multimedia, Workshop on Advances in Music Information Research (AdMIRe) (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Unsupervised accuracy improvement for cover song detection using spectral connectivity network

    Lagrange M, Serrà J

    Proc. of the Int. Soc. for Music Information Retrieval Conf. (ISMIR) (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Model-based cover song detection via threshold autoregressive forecasts

    Serrà J, Kantz H, Andrzejak R

    Proc. of the ACM Multimedia Conf., Workshop on Machine Learning and Music (MML) (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Nonlinear audio recurrence analysis with application to genre classification

    Serrà J, De Los Santos C, Andrzejak R

    Proc. of the IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP) (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Assessing the tuning of sung Indian classical music

    Serrà J, Koduri G, Miron M, Serra X

    Proc. of the Int. Soc. for Music Information Retrieval Conf. (ISMIR) (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Computational approaches for the understanding of melody and rhythm in Carnatic music

    Koduri G, Miron M, Serrà J, Serra X

    Proc. of the Int. Soc. for Music Information Retrieval Conf. (ISMIR) (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Melody, bassline, and harmony representations for music version identification

    Salamon J, Serrà J, Gómez E

    Proc. of the Int. World Wide Web Conf., Workshop on Advances in Music Information Research (AdMIRe) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Power-law distribution in encoded MFCC frames of speech, music, and environmental sound signals

    Haro M, Serrà J, Corral A, Herrera P

    Proc. of the Int. World Wide Web Conf., Workshop on Advances in Music Information Research (AdMIRe) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Automatic identification of samples in hip hop music

    Van Balen J, Haro M, Serrà J

    Proc. of the Int. Symp. on Computer Music Modeling and Retrieval (CMMR) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Extracting semantic information from an on-line Carnatic music forum

    Sordo M, Serrà J, Koduri G, Serra X

    Proc. of the Int. Soc. for Music Information Retrieval Conf. (ISMIR) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Characterizaztion of intonation in Carnatic music by parametrizing pitch histograms

    Koduri G, Serrà J, Serra X

    Proc. of the Int. Soc. for Music Information Retrieval Conf. (ISMIR) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Folksonomy-based tag recommendation for online audio clip sharing

    Font F, Serrà J, Serra X

    Proc. of the Int. Soc. for Music Information Retrieval Conf. (ISMIR) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Structure-based audio fingerprinting for music retrieval

    Grosche P, Serrà J, Müller M, Arcos J

    Proc. of the Int. Soc. for Music Information Retrieval Conf. (ISMIR) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Cognitive prognosis of acquired brain injury patients using machine learning techniques

    Serrà J, Arcos J, Garcia-Rudolph A, García-Molina A, Roig T, Tormos J

    Proc. of the IARIA Int. Conf. on Advanced Cognitive Technologies and Applications (COGNITIVE) (2013)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Cover song networks: analysis and accuracy increase

    Serrà J, Zanin M, Herrera P

    Int. Journal of Complex Systems in Science (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Tonal representations for music retrieval: from version identification to query-by-humming

    Salamon J, Serrà J, Gómez E

    Int. Journal of Multimedia Information Retrieval (2013)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Statistical analysis of chroma features in western music predicts human judgments of tonality

    Serrà J, Gómez E, Herrera P, Serra X

    Journal of New Music Research (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Indexing music by mood: design and integration of an automatic content-based annotator

    Laurier C, Meyers O, Serrà J, Blech M, Herrera P, Serra X

    Multimedia Tools and Applications (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Unifying low-level and high-level music similarity measures

    Bogdanov D, Serrà J, Wack N, Herrera P, Serra X

    IEEE Trans. on Multimedia (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Measuring the evolution of contemporary western popular music

    Serrà J, Corral A, Boguñá M, Haro M, Arcos J

    Scientific Reports (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Sound clip classification using social tags

    Font F, Serrà J, Serra X

    Proc. of the AES Int. Conf. on Semantic Audio

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Towards cover group thumbnailing

    Grosche P, Müller M, Serrà J

    Proc. of the ACM Multimedia Conf. (ACM-MM)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Folksonomy-based tag recommendation for collaborative tagging systems

    Font F, Serrà J, Serra X

    Int. Journal on Semantic Web and Information Systems (2013)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Unsupervised music structure annotation by time series structure features and segment similarity

    Serrà J, Müller M, Grosche P, Arcos J

    IEEE Trans. on Multimedia, Special Issue on Music Data Mining. In press.

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • An empirical evaluation of similarity measures for time series classification

    Serrà J, Arcos J

    Knowledge-Based Systems (2014)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Note onset deviations as musical piece signatures

    Serrà J, Özaslan T, Arcos J

    PLoS ONE (2013)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Audio content-based music retrieval

    Grosche P, Müller M, Serrà J

    Multimodal Music Processing (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Sample identification in hip-hop music

    Van Balen J, Serrà J, Haro M

    Music and Emotions

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Identification of versions of the same musical composition: audio content-based approaches and post-processing steps

    Serrà J

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Characterization and exploitation of community structure in cover song networks

    Serrà J, Zanin M, Herrera P, Serra X

    Pattern Recognition Letters (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Unsupervised detection of music boundaries by time series structure features

    Serrà J, Müller M, Grosche P, Arcos J

    Proc. of the AAAI Int. Conf. on Artificial Intelligence (AAAI) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • A competitive measure to assess the similarity between two time series

    Serrà J, Arcos J

    Proc. of the Int. Conf. on Case-Based Reasoning (ICCBR) (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Transposing chroma representations to a common key

    Serrà J, Gómez E, Herrera P

    Proc. of the IEEE CS Int. Conf. on the Use of Symbols to Represent Music and Multimedia Objects (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Chroma binary similarity and local alignment applied to cover song identification

    Serrà J, Gómez E, Herrera P, Serra X

    IEEE Trans. on Audio, Speech, and Language Processing (2008)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Zipf's law in short-time timbral codings of speech, music, and environmental sound signals

    Haro M, Serrà J, Herrera P, Corral A

    PLoS ONE (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Predictability of music descriptor time series and its application to cover song detection

    Serrà J, Kantz H, Serra X, Andrzejak R

    IEEE Trans. on Audio, Speech and Language Processing (2012)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Identification of versions of the same musical composition by processing audio descriptions

    Serrà J

    PhD Thesis (2011)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Audio cover song identification and similarity: background, approaches, evaluation, and beyond

    Serrà J, Gómez E, Herrera P

    Advances in Music Information Retrieval (2010)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.
  • Cross recurrence quantification for cover song identification

    Serrà J, Serra X, Andrzejak R

    New Journal of Physics (2009)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.

Professional experience

Postdoctoral Researcher

IIIA-CSIC

October 2011 - Present