Joan Serrà

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Xavier SerraDepartment of Information and Communication Technologies, Universitat Pompeu Fabra (UPF), BarcelonaVerified email at upf.edu
Perfecto Herrera BoyerMusic Technology Group, Universitat Pompeu FabraVerified email at upf.edu
Emilia GómezJoint Research Centre, European Commission and Music Technology Group, Universitat Pompeu FabraVerified email at upf.edu
Santiago PascualDolby LaboratoriesVerified email at dolby.com
Josep LLuis ArcosResearch Scientist, Artificial Intelligence Research Institute (IIIA-CSIC)Verified email at iiia.csic.es
Antonio BonafonteAmazon Research, SpainVerified email at amazon.com
Alexandros KaratzoglouGoogleVerified email at google.com
Alvaro CorralCentre de Recerca MatematicaVerified email at uab.es
Cyril LaurierResearch ScientistVerified email at upf.edu
Ralph Gregor AndrzejakDepartment of Information and Communication Technologies, Universitat Pompeu Fabra, BarcelonaVerified email at upf.edu
Meinard MüllerFriedrich-Alexander Universität Erlangen-Nürnberg (FAU), International Audio Laboratories ErlangenVerified email at audiolabs-erlangen.de
Gopala Krishna KoduriMusic Technology Group, Universitat Pompeu FabraVerified email at upf.edu
Sankalp GulatiData Scientist Head, Synaptic (VY Technologies)Verified email at upf.edu
Frederic FontMusic Technology GroupVerified email at upf.edu
Peter GroscheHuaweiVerified email at huawei.com
Dmitry BogdanovMusic Technology Group, Universitat Pompeu FabraVerified email at upf.edu
Marian BoguñaAssociate Professor of Physics and Icrea Academia Researcher, Universitat de Barcelona, SpainVerified email at ub.edu
Marius MironMusic Technology Group, Pompeu Fabra University, BarcelonaVerified email at upf.edu
Mohamed SordoPrincipal Scientist at PandoraVerified email at pandora.com
Vignesh IshwarMusic Technology Group - Universitat de Pompeu Fabra, BarcelonaVerified email at upf.edu

Joan Serrà

Dolby Laboratories

Verified email at dolby.com - Homepage

Machine Learning Deep Learning Audio Processing Time Series Music Information Retrieval


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SEGAN: speech enhancement generative adversarial network S Pascual, A Bonafonte, J Serrà Proc. of INTERSPEECH, 3642-3646, 2017	595	2017
Chroma binary similarity and local alignment applied to cover song identification J Serrà, E Gómez, P Herrera, X Serra IEEE Transactions on Audio, Speech, and Language Processing 16 (6), 1138-1151, 2008	316	2008
Measuring the evolution of contemporary western popular music J Serrà, Á Corral, M Boguñá, M Haro, JL Arcos Scientific Reports 2, 521, 2012	223	2012
Overcoming catastrophic forgetting with hard attention to the task J Serrà, D Surís, M Miron, A Karatzoglou ICML, 2018	217	2018
Cross recurrence quantification for cover song identification J Serrà, X Serra, RG Andrzejak New Journal of Physics 11, 093017, 2009	197	2009
An empirical evaluation of similarity measures for time series classification J Serrà, JL Arcos Knowledge-Based Systems 67, 305-314, 2014	180	2014
Music mood representations from social tags C Laurier, M Sordo, J Serrà, P Herrera Proc. of the Int. Soc. for Music Information Retrieval Conf., 381-386, 2009	163	2009
Audio cover song identification and similarity: background, approaches, evaluation, and beyond J Serrà, E Gómez, P Herrera Advances in Music Information Retrieval 274, 307-332, 2010	151	2010
Unifying low-level and high-level music similarity measures D Bogdanov, J Serra, N Wack, P Herrera, X Serra Multimedia, IEEE Transactions on 13 (4), 687-701, 2011	90	2011
Tonal representations for music retrieval: from version identification to query-by-humming J Salamon, J Serra, E Gómez International Journal of Multimedia Information Retrieval 2 (1), 45-58, 2013	87	2013
Learning Problem-agnostic Speech Representations from Multiple Self-supervised Tasks S Pascual, M Ravanelli, J Serrà, A Bonafonte, Y Bengio arXiv preprint arXiv:1904.03416, 2019	85	2019
Audio content-based music retrieval P Grosche, M Müller, J Serrà Multimodal music processing, 2012	85	2012
Unsupervised music structure annotation by time series structure features and segment similarity J Serrà, M Muller, P Grosche, JL Arcos IEEE Trans. on Multimedia, special Issue on Music Data Mining 16 (5), 1229-1240, 2014	78	2014
Unsupervised detection of music boundaries by time series structure features J Serrà, M Müller, P Grosche, JL Arcos Proc. of the AAAI Conference on Artificial Intelligence, 2012	78	2012
Identification of versions of the same musical composition by processing audio descriptions J Serrà Universitat Pompeu Fabra, 2011	73	2011
Beyond interruptibility: predicting opportune moments to engage mobile phone users M Pielot, B Cardoso, K Katevas, J Serrà, A Matic, N Oliver Ubicomp 2017, 2017	70	2017
Indexing music by mood: design and integration of an automatic content-based annotator C Laurier, O Meyers, J Serrà, M Blech, P Herrera, X Serra Multimedia Tools and Applications 48 (1), 161-184, 2010	60	2010
Assessing the tuning of sung Indian classical music J Serra, GK Koduri, M Miron, X Serra Proc. of ISMIR, 2011	54	2011
MUSIC SIMILARITY SYSTEMS AND METHODS USING DESCRIPTORS E Gómez, P Herrera, P Cano, J Janer, J Serrà, J Bonada, SW El-Hajj, ... US Patent App. 12/128,917, 2008	49	2008
Predictability of music descriptor time series and its application to cover song detection J Serrà, H Kantz, X Serra, RG Andrzejak Audio, Speech, and Language Processing, IEEE Transactions on 20 (2), 514-525, 2012	47	2012

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