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
Santiago PascualDolby LaboratoriesVerified email at dolby.com
Emilia GómezJoint Research Centre, European Commission and Music Technology Group, Universitat Pompeu FabraVerified email at upf.edu
Josep LLuis ArcosResearch Scientist, Artificial Intelligence Research Institute (IIIA-CSIC)Verified email at iiia.csic.es
Antonio BonafonteAmazon Research, SpainVerified email at amazon.com
Alvaro Corral (ORCID: 0000-0002-528...Centre de Recerca MatematicaVerified email at crm.cat
Alexandros KaratzoglouGoogleVerified email at google.com
Jordi PonsDolby LaboratoriesVerified email at dolby.com
Cyril LaurierResearch ScientistVerified email at upf.edu
Marius MironMusic Technology Group, Pompeu Fabra University, BarcelonaVerified email at upf.edu
Meinard MüllerInternational Audio Laboratories Erlangen, Friedrich-Alexander-Universität Erlangen-NürnbergVerified email at audiolabs-erlangen.de
Ralph Gregor AndrzejakDepartment of Information and Communication Technologies, Universitat Pompeu Fabra, BarcelonaVerified email at upf.edu
Peter GroscheHuaweiVerified email at huawei.com
Sankalp GulatiData Scientist, Orbi Health Pvt Ltd.Verified email at upf.edu
Gopala Krishna KoduriMusic Technology Group, Universitat Pompeu FabraVerified email at upf.edu
Frederic FontMusic Technology GroupVerified email at upf.edu
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
Ilias LeontiadisResearch Scientist, FacebookVerified email at cl.cam.ac.uk

Joan Serrà

Other namesJoan Serra, Joan Serrà Julià, Joan Serra Julia

Dolby Laboratories

Verified email at dolby.com - Homepage

Machine Learning Deep Learning Audio Analysis/Synthesis 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	1084	2017
Overcoming catastrophic forgetting with hard attention to the task J Serrà, D Surís, M Miron, A Karatzoglou ICML, 2018	621	2018
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	351	2008
Measuring the evolution of contemporary western popular music J Serrà, Á Corral, M Boguñá, M Haro, JL Arcos Scientific Reports 2, 521, 2012	281	2012
An empirical evaluation of similarity measures for time series classification J Serrà, JL Arcos Knowledge-Based Systems 67, 305-314, 2014	257	2014
Cross recurrence quantification for cover song identification J Serrà, X Serra, RG Andrzejak New Journal of Physics 11, 093017, 2009	223	2009
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	217	2019
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	186	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	182	2010
Input complexity and out-of-distribution detection with likelihood-based generative models J Serrà, D Álvarez, V Gómez, O Slizovskaia, JF Núñez, J Luque ICLR, 2019	169	2019
Towards a universal neural network encoder for time series J Serrà, S Pascual, A Karatzoglou Artificial Intelligence Research and Development: Current Challenges, New …, 2018	121	2018
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	120	2017
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	110	2013
Audio content-based music retrieval P Grosche, M Müller, J Serrà Multimodal music processing, 2012	108	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	101	2014
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	99	2011
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	90	2012
Identification of versions of the same musical composition by processing audio descriptions J Serrà Universitat Pompeu Fabra, 2011	79	2011
Blow: a single-scale hyperconditioned flow for non-parallel raw-audio voice conversion J Serrà, S Pascual, C Segura Perales Advances in Neural Information Processing Systems 32, 6793-6803, 2019	72	2019
Training neural audio classifiers with few data J Pons, J Serrà, X Serra ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019	64	2019

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