Postdoctoral Researcher Joan Serrà

Postdoctoral Researcher, IIIA-CSIC
Bellaterra, Spain

Research field: Computer and Information Science
Music Information Retrieval, Machine Learning, Time Series Analysis, Complex Networks

Publications

Journal Article (15)
- J. Salamon, J. Serrà, E. Gómez (2013) Tonal representations for music retrieval: from version identification to query-by-humming, 45-58. In Int. Journal of Multimedia Information Retrieval 2 (1).
- J. Serrà, M. Zanin, P. Herrera et al. (2012) Characterization and exploitation of community structure in cover song networks, 1032-1041. In Pattern Recognition Letters 33 (9).
- J. Serrà, Á. Corral, M. Boguñá et al. (2012) Measuring the evolution of contemporary western popular music, 521. In Scientific Reports.
- J. Serrà, H. Kantz, X. Serra et al. (2012) Predictability of music descriptor time series and its application to cover song detection, 514-525. In IEEE Trans. on Audio, Speech and Language Processing 20 (2).
- M. Haro, J. Serrà, P. Herrera et al. (2012) Zipf's law in short-time timbral codings of speech, music, and environmental sound signals, e33993. In PLoS ONE 7 (3).
- J. Serrà, M. Zanin, P. Herrera (2011) Cover song networks: analysis and accuracy increase, 55-59. In Int. Journal of Complex Systems in Science.
- D. Bogdanov, J. Serrà, N. Wack et al. (2011) Unifying low-level and high-level music similarity measures, 687-701. In IEEE Trans. on Multimedia 13 (4).
- C. Laurier, O. Meyers, J. Serrà et al. (2010) Indexing music by mood: design and integration of an automatic content-based annotator, 161-184. In Multimedia Tools and Applications 48 (1).
- J. Serrà, X. Serra, R. G. Andrzejak (2009) Cross recurrence quantification for cover song identification, 093017. In New Journal of Physics 11 (9).
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- J. Serrà, E. Gómez, P. Herrera et al. (2008) Chroma binary similarity and local alignment applied to cover song identification, 1138-1151. In IEEE Trans. on Audio, Speech, and Language Processing 16 (6).
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Book (2)
- J. Serrà (2011) Identification of versions of the same musical composition: audio content-based approaches and post-processing steps. In LAP Lambert Academic Publishing.
- J. Serrà (2008) Music similarity based on sequences of descriptors: tonal features applied to cover song identification. In MSc thesis, Universitat Pompeu Fabra, Barcelona, Spain.
Generic (19)
- J. Serrà, Á. Corral, M. Boguñá et al. (2013) Measuring quantitative trends in western popular music.
- G. K. Koduri, J. Serrà, X. Serra (2012) Computational analysis of intonation in Indian art music.
- M. Sordo, J. Serrà, G. K. Koduri et al. (2012) Extracting semantic information from on-line art music discussion forums.
- J. Serrà, Á. Corral, M. Boguñá et al. (2012) Patterns, regularities, and evolution of contemporary popular music.
- J. Serrà, Á. Corral, M. Boguñá et al. (2012) Quantifying the evolution of popular music.
- J. Serrà, J. Ll. Arcos (2012) The computer as music critic.
- J. Serrà, M. Müller, P. Grosche et al. (2012) The importance of detecting boundaries in music structure annotation.
- J. Serrà (2011) Method for calculating measures of similarity between time signals.
- J. Serrà, M. Zanin, P. Herrera (2010) Cover song networks: analysis and accuracy increase.
- D. Bogdanov, J. Serrà, N. Wack et al. (2010) Hybrid music similarity measure.
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Book Section (3)
- P. Grosche, M. Müller, J. Serrà (2012) Audio content-based music retrieval, 157-174. In Multimodal Music Processing.
- J. Serrà, E. Gómez, P. Herrera (2010) Audio cover song identification and similarity: background, approaches, evaluation, and beyond, 307-332. In Advances in Music Information Retrieval.
- J. Van Balen, J. Serrà, M. Haro Sample identification in hip-hop music. In Music and Emotions.
Conference Proceedings (25)
- J. Serrà, J. Ll. Arcos, A. Garcia-Rudolph et al. (2013) Cognitive prognosis of acquired brain injury patients using machine learning techniques. In Proc. of the IARIA Int. Conf. on Advanced Cognitive Technologies and Applications (COGNITIVE).
- J. Serrà, J. Ll. Arcos (2012) A competitive measure to assess the similarity between two time series, 414-427. In Proc. of the Int. Conf. on Case-Based Reasoning (ICCBR).
- J. Van Balen, M. Haro, J. Serrà (2012) Automatic identification of samples in hip hop music, 544-551. In Proc. of the Int. Symp. on Computer Music Modeling and Retrieval (CMMR).
- G. K. Koduri, J. Serrà, X. Serra (2012) Characterizaztion of intonation in Carnatic music by parametrizing pitch histograms, 199-204. In Proc. of the Int. Soc. for Music Information Retrieval Conf. (ISMIR).
- M. Sordo, J. Serrà, G. K. Koduri et al. (2012) Extracting semantic information from an on-line Carnatic music forum, 355-360. In Proc. of the Int. Soc. for Music Information Retrieval Conf. (ISMIR).
- F. Font, J. Serrà, X. Serra (2012) Folksonomy-based tag recommendation for online audio clip sharing, 73-78. In Proc. of the Int. Soc. for Music Information Retrieval Conf. (ISMIR).
- J. Salamon, J. Serrà, E. Gómez (2012) Melody, bassline, and harmony representations for music version identification, 887-894. In Proc. of the Int. World Wide Web Conf., Workshop on Advances in Music Information Research (AdMIRe).
- M. Haro, J. Serrà, Á. Corral et al. (2012) Power-law distribution in encoded MFCC frames of speech, music, and environmental sound signals, 895-902. In Proc. of the Int. World Wide Web Conf., Workshop on Advances in Music Information Research (AdMIRe).
- P. Grosche, J. Serrà, M. Müller et al. (2012) Structure-based audio fingerprinting for music retrieval, 55-60. In Proc. of the Int. Soc. for Music Information Retrieval Conf. (ISMIR).
- J. Serrà, M. Müller, P. Grosche et al. (2012) Unsupervised detection of music boundaries by time series structure features, 1613-1619. In Proc. of the AAAI Int. Conf. on Artificial Intelligence.
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Thesis (1)
- J. Serrà (2011) Identification of versions of the same musical composition by processing audio descriptions.
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Professional Experience

2011 - Present

Postdoctoral Researcher at IIIA-CSIC
Bellaterra, Spain

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joanserra.weebly.com

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Bellaterra, Spain

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