Joan Serrà PhD

Location
Barcelona, Spain
Discipline
Computer and Information Science
Interests
Machine Learning, Data Mining, Audio, Time Series
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Publications

Particle swarm optimization for time series motif discovery

Serrà J, Arcos J

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Music similarity systems and methods using descriptors

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

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Method for calculating measures of similarity between time signals

Serrà J

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Music similarity based on sequences of descriptors: tonal features applied to cover song identification

Serrà J

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The computer as music critic

Serrà J, Arcos J

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A cover song identification system based on sequences of tonal descriptors

Serrà J, Gómez E

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Improving binary similarity and local alignment for cover song detection

Serrà J, Gómez E, Herrera P

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Assessing the results of a cover song identification system with coverSSSSearch

Serrà J

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Hybrid similarity measures for music recommendation

Bogdanov D, Serrà J, Wack N, Herrera P

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Music type groupers (MTG): generic music classification algorithms

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

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Cover song retrieval by cross recurrence quantification and unsupervised set detection

Serrà J, Zanin M, Andrzejak R

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The discipline formerly known as MIR

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

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Cover song networks: analysis and accuracy increase

Serrà J, Zanin M, Herrera P

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Music classification using high-level models

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

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Hybrid music similarity measure

Bogdanov D, Serrà J, Wack N, Herrera P

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Patterns, regularities, and evolution of contemporary popular music

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

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Quantifying the evolution of popular music

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

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Computational analysis of intonation in Indian art music

Koduri G, Serrà J, Serra X

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Extracting semantic information from on-line art music discussion forums

Sordo M, Serrà J, Koduri G, Serra X

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The importance of detecting boundaries in music structure annotation

Serrà J, Müller M, Grosche P, Arcos J

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Measuring quantitative trends in western popular music

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

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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)

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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)

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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)

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Shape-based spectral contrast descriptor

Akkermans V, Serrà J, Herrera P

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

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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)

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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)

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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)

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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)

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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)

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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)

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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)

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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)

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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)

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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)

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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)

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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)

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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)

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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)

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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)

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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)

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Cover song networks: analysis and accuracy increase

Serrà J, Zanin M, Herrera P

Int. Journal of Complex Systems in Science (2011)

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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)

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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)

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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)

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Unifying low-level and high-level music similarity measures

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

IEEE Trans. on Multimedia (2011)

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Measuring the evolution of contemporary western popular music

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

Scientific Reports (2012)

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Sound clip classification using social tags

Font F, Serrà J, Serra X

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

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Towards cover group thumbnailing

Grosche P, Müller M, Serrà J

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

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Folksonomy-based tag recommendation for collaborative tagging systems

Font F, Serrà J, Serra X

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

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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.

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An empirical evaluation of similarity measures for time series classification

Serrà J, Arcos J

Knowledge-Based Systems (2014)

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Note onset deviations as musical piece signatures

Serrà J, Özaslan T, Arcos J

PLoS ONE (2013)

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Audio content-based music retrieval

Grosche P, Müller M, Serrà J

Multimodal Music Processing (2012)

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Sample identification in hip-hop music

Van Balen J, Serrà J, Haro M

Music and Emotions

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Identification of versions of the same musical composition: audio content-based approaches and post-processing steps

Serrà J

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Characterization and exploitation of community structure in cover song networks

Serrà J, Zanin M, Herrera P, Serra X

Pattern Recognition Letters (2012)

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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)

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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)

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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)

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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)

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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)

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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)

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Identification of versions of the same musical composition by processing audio descriptions

Serrà J

PhD Thesis (2011)

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Audio cover song identification and similarity: background, approaches, evaluation, and beyond

Serrà J, Gómez E, Herrera P

Advances in Music Information Retrieval (2010)

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Cross recurrence quantification for cover song identification

Serrà J, Serra X, Andrzejak R

New Journal of Physics (2009)

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