Note: This bibliographic page is archived and will no longer be updated. For an up-to-date list of publications from the Music Technology Group see the Publications list .

Biblio

Filters: Author is Serrà, J.

2018

Serrà, J. , Suris D. , Miron M. , & Karatzoglou A. (2018). Overcoming catastrophic forgetting with hard attention to the task . The 35th International Conference on Machine Learning (ICML 2018) . Abstract

2016

Gulati, S. , Serrà J. , Ishwar V. , & Serra X. (2016). Discovering Rāga Motifs by Characterizing Communities in Networks of Melodic Patterns . 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016) . 286-290. Abstract

Gulati, S. , Serrà J. , Ishwar V. , Şentürk S. , & Serra X. (2016). Phrase-based Rāga Recognition Using Vector Space Modeling . 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016). 66-70. Abstract

Gulati, S. , Serrà J. , Ganguli K. K. , Şentürk S. , & Serra X. (2016). Time-Delayed Melody Surfaces for Rāga Recognition . 17th International Society for Music Information Retrieval Conference (ISMIR 2016). 751-757. Abstract

2015

Gulati, S. , Serrà J. , & Serra X. (2015). An evaluation of methodologies for melodic similarity in audio recordings of Indian art music . IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP). 678-682. Abstract

Font, F. , Serrà J. , & Serra X. (2015). Analysis of the impact of a tag recommendation system in a real-world folksonomy . ACM Transactions on Intelligent Systems and Technology. 7 (1), 27. Abstract

Gulati, S. , Serrà J. , & Serra X. (2015). Improving Melodic Similarity in Indian Art Music Using culture-Specific Melodic Characteristics . International Society for Music Information Retrieval Conference. 680-686. Abstract

2014

Font, F. , Serrà J. , & Serra X. (2014). Audio clip classification using social tags and the effect of tag expansion . AES 53rd International Conference on Semantic Audio. 157-165. Abstract

Gulati, S. , Serrà J. , Ganguli K. K. , & Serra X. (2014). Landmark Detection in Hindustani Music Melodies . International Computer Music Conference/Sound and Music Computing Conference. 1062-1068. Abstract

Gulati, S. , Serrà J. , Ishwar V. , & Serra X. (2014). Mining Melodic Patterns in Large Audio Collections of Indian Art Music . International Conference on Signal Image Technology & Internet Based Systems - Multimedia Information Retrieval and Applications. 264-271. Abstract

Font, F. , Serrà J. , & Serra X. (2014). Class-based tag recommendation and user-based evaluation in online audio clip sharing . Knowledge-Based Systems. 67, 131-142. Abstract

Koduri, G. K. , Ishwar V. , Serrà J. , & Serra X. (2014). Intonation analysis of rāgas in Carnatic music . Journal of New Music Research. 43 (1), 72-93. Abstract

Gulati, S. , Serrà J. , Ishwar V. , & Serra X. (2014). Melodic Pattern Extraction in Large Collections of Music Recordings Using Time Series Mining Techniques . International Society for Music Information Retrieval Conference (Late breaking demo). Abstract

2013

Font, F. , Serrà J. , & Serra X. (2013). Folksonomy-based tag recommendation for collaborative tagging systems . International Journal on Semantic Web and Information Systems. 9 (2), 1-30. Abstract

Salamon, J. , Serrà J. , & Gómez E. (2013). Tonal Representations for Music Retrieval: From Version Identiﬁcation to Query-by-Humming . International Journal of Multimedia Information Retrieval, special issue on Hybrid Music Information Retrieval. 2 (1), 45-58. Abstract

2012

Van Balen, J. , Haro G. G. , & Serrà J. (2012). Automatic Identification of Samples in Hip Hop Music . 9th International Symposium on Computer Music Modeling and Retrieval (CMMR).

Salamon, J. , Serrà J. , & Gómez E. (2012). Melody, Bass Line, and Harmony Representations for Music Version Identification . 21st International World Wide Web Conference (WWW 2012): 4th International Workshop on Advances in Music Information Research (AdMIRe 2012). Abstract

Haro, G. G. , Serrà J. , Corral A. , & Herrera P. (2012). Power-Law Distribution in Encoded MFCC Frames of Speech, Music, and Environmental Sound Signals . 21st International World Wide Web Conference (WWW 2012): 4th International Workshop on Advances in Music Information Research (AdMIRe 2012). 895-902.

Koduri, G. K. , Serrà J. , & Serra X. (2012). Characterization of Intonation in Karṇāṭaka Music by Parametrizing Context-based Svara Distributions . 2nd CompMusic Workshop. Abstract

Sordo, M. , Serrà J. , Koduri G. K. , & Serra X. (2012). A Method for Extracting Semantic Information from on-line Art Music Discussion Forums . 2nd CompMusic Workshop. 55-60. Abstract

Koduri, G. K. , Serrà J. , & Serra X. (2012). Characterization of Intonation in Carnatic Music by Parametrizing Pitch Histograms . International Society for Music Information Retrieval Conference (ISMIR 2012). 199-204. Abstract

Sordo, M. , Serrà J. , Koduri G. K. , & Serra X. (2012). Extracting Semantic Information from an Online Carnatic Music Forum . 13th International Society for Music Information Retrieval Conference (ISMIR 2012). 355-360. Abstract

Font, F. , Serrà J. , & Serra X. (2012). Folksonomy-based tag recommendation for online audio clip sharing . 13th International Society for Music Information Retrieval Conference (ISMIR 2012). 73-78. Abstract

Serrà, J. , Corral A. , Boguñá M. , Haro G. G. , & Arcos J. L. (2012). Measuring the evolution of contemporary western popular music . Scientific Reports. 2 (521), Abstract

Serrà, J. , Corral A. , Boguñá M. , Haro G. G. , & Arcos J. L. (2012). Quantifying the evolution of popular music . NoLineal. Abstract

Haro, G. G. , Serrà J. , Herrera P. , & Corral A. (2012). Zipf's Law in Short-Time Timbral Codings of Speech, Music, and Environmental Sound Signals . PLoS ONE. 7 (3), e33993. Abstract

Serrà, J. , Zanin M. , Herrera P. , & Serra X. (2012). Characterization and exploitation of community structure in cover song networks . Pattern Recognition Letters. 33 (1), 1032–1041. Abstract

2011

Serrà, J. , Koduri G. K. , Miron M. , & Serra X. (2011). Assessing the tuning of sung Indian classical music . Int. Soc. for Music Information Retrieval Conf. (ISMIR). 263-268. Abstract

Koduri, G. K. , Miron M. , Serrà J. , & Serra X. (2011). Computational approaches for the understanding of melody in Carnatic music . International Society for Music Information Retrieval Conference (ISMIR). 157-162. Abstract

Serrà, J. , de los Santos C. A. , & Andrzejak R. G. (2011). Nonlinear audio recurrence analysis with application to genre classification . IEEE International Conference on Acoustics, Speech and Signal processing (ICASSP). 169-172. Abstract

Serrà, J. , Kantz H. , Serra X. , & Andrzejak R. G. (2011). Predictability of music descriptor time series and its application to cover song detection . IEEE Transactions on Audio, Speech, and Language Processing. 20 (2), 514-525. Abstract

Müller, M. , & Serrà J. (2011). Audio content-based music retrieval . Int. Soc. for Music Information Retrieval Conf. (ISMIR). Abstract

Bogdanov, D. , Serrà J. , Wack N. , Herrera P. , & Serra X. (2011). Unifying Low-level and High-level Music Similarity Measures . IEEE Transactions on Multimedia. 13 (4), 687-701 . Abstract

Serrà, J. , Zanin M. , & Herrera P. (2011). Cover song networks: analysis and accuracy increase . International Journal of Complex Systems in Science. 1, 55-59. Abstract

Serrà, J. (2011). Identification of versions of the same musical composition by processing audio descriptions . Department of Information and Communication Technologies. 154. Abstract

2010

Serrà, J. , Kantz H. , & Andrzejak R. G. (2010). Model-based cover song detection via threshold autoregressive forecasts . ACM Multimedia, Int. Workshop on Machine Learning and Music (MML). 13-16. Abstract

Lagrange, M. , & Serrà J. (2010). Unsupervised accuracy improvement for cover song detection using spectral connectivity network . International Society for Music Information Retrieval Conference (ISMIR) . 595-600. Abstract

Serrà, J. , Zanin M. , & Herrera P. (2010). Cover song networks: analysis and accuracy increase . Net-Works 2010. Abstract

Laurier, C. , Meyers O. , Serrà J. , Blech M. , Herrera P. , & Serra X. (2010). Indexing Music by Mood: Design and Integration of an Automatic Content-based Annotator . Multimedia Tools and Applications. 48 (1), 161-184. Abstract

Serrà, J. , Gómez E. , & Herrera P. (2010). Audio cover song identification and similarity: background, approaches, evaluation, and beyond . ( Ras, Z. , A. A. Wieczorkowska , Ed.). Advances in Music Information Retrieval. 274, 307-332. Abstract

Bogdanov, D. , Serrà J. , Wack N. , & Herrera P. (2010). Hybrid Music Similarity Measure . Music Information Retrieval Evaluation eXchange (MIREX) extended abstract. Abstract

Wack, N. , Laurier C. , Meyers O. , Marxer R. , Bogdanov D. , Serrà J. , et al. (2010). Music classification using high-level models . Music Information Retrieval Evaluation eXchange (MIREX) extended abstract. Abstract

2009

Herrera, P. , Serrà J. , Laurier C. , Guaus E. , Gómez E. , & Serra X. (2009). The Discipline formerly known as MIR . International Society for Music Information Retrieval (ISMIR) Conference, special session on The Future of MIR (fMIR). Abstract

Laurier, C. , Sordo M. , Serrà J. , & Herrera P. (2009). Music Mood Representations from Social Tags . International Society for Music Information Retrieval (ISMIR) Conference. 381-386. Abstract

Serrà, J. , Zanin M. , Laurier C. , & Sordo M. (2009). Unsupervised detection of cover song sets: accuracy improvement and original identification . Conference of the International Society for Music Information Retrieval (ISMIR). 225-230. Abstract

Akkermans, V. , Serrà J. , & Herrera P. (2009). Shape-based spectral contrast descriptor . Sound and Music Computing Conference. 143-148. Abstract

Serrà, J. , Serra X. , & Andrzejak R. G. (2009). Cross recurrence quantification for cover song identification . New Journal of Physics. 11, 093017. Abstract

Laurier, C. , Meyers O. , Serrà J. , Blech M. , & Herrera P. (2009). Music Mood Annotator Design and Integration . 7th International Workshop on Content-Based Multimedia Indexing. Abstract

Serrà, J. (2009). Assessing the results of a cover song identification system with coverSSSSearch . International Society for Music Information Retrieval (ISMIR) Conference. Abstract

Serrà, J. , Zanin M. , & Andrzejak R. G. (2009). Cover song retrieval by cross recurrence quantification and unsupervised set detection . Music Information Retrieval Evaluation eXchange (MIREX) extended abstract. Abstract

Bogdanov, D. , Serrà J. , Wack N. , & Herrera P. (2009). From Low-level to High-level: Comparative Study of Music Similarity Measures . IEEE International Symposium on Multimedia. Workshop on Advances in Music Information Research (AdMIRe). Abstract

Bogdanov, D. , Serrà J. , Wack N. , & Herrera P. (2009). Hybrid Similarity Measures For Music Recommendation . Music Information Retrieval Evaluation eXchange (MIREX) extended abstract. Abstract

Wack, N. , Guaus E. , Laurier C. , Meyers O. , Marxer R. , Bogdanov D. , et al. (2009). Music type groupers (MTG): generic music classification algorithms . Music Information Retrieval Evaluation eXchange (MIREX) extended abstract. Abstract

2008

Serrà, J. , & Gómez E. (2008). Audio cover song identification based on tonal sequence alignment . IEEE International Conference on Acoustics, Speech and Signal processing (ICASSP). 61-64. Abstract

Serrà, J. , Gómez E. , Herrera P. , & Serra X. (2008). Statistical analysis of chroma features in western music predicts human judgments of tonality . Journal of New Music Research. 37 (4), 299-309. Abstract

Serrà, J. , Gómez E. , Herrera P. , & Serra X. (2008). Chroma Binary Similarity and Local Alignment Applied to Cover Song Identification . IEEE Transactions on Audio, Speech and Language Processing. 16 (6), 1138-1151. Abstract

Serrà, J. , Gómez E. , & Herrera P. (2008). Transposing Chroma Representations to a Common Key . IEEE CS Conference on The Use of Symbols to Represent Music and Multimedia Objects. 45-48. Abstract

Serrà, J. , Gómez E. , & Herrera P. (2008). Improving binary similarity and local alignment for cover song detection . Music Information Retrieval Evaluation eXchange (MIREX) extended abstract. Abstract

2007

Serrà, J. , & Gómez E. (2007). A cover song identification system based on sequences of tonal descriptors . Music Information Retrieval Evaluation eXchange (MIREX) extended abstract. Abstract

Serrà, J. (2007). A qualitative assessment of measures for the evaluation of a cover song identification system . International Conference on Music Information Retrieval (ISMIR). 319-322. Abstract

Serrà, J. (2007). Music similarity based on sequences of descriptors tonal features applied to audio cover song identification . Abstract