Joan Serrà

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Xavier SerraDepartment of Information and Communication Technologies, Universitat Pompeu Fabra (UPF), BarcelonaVerified email at upf.edu
Santiago PascualAnuttaconVerified email at anuttacon.com
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
Josep LLuis ArcosChief Scientific Officer at MJN-NeuroVerified email at mjn.cat
Antonio BonafonteSanas AIVerified email at sanas.ai
Jordi PonsStability AIVerified email at stability.ai
Alexandros KaratzoglouGoogle DeepmindVerified email at google.com
Alvaro Corral (ORCID: 0000-0002-528...Centre de Recerca MatematicaVerified email at crm.cat
Marius MironEarth Species ProjectVerified email at earthspecies.org
Meinard MüllerInternational Audio Laboratories Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)Verified email at audiolabs-erlangen.de
Cyril LaurierResearch ScientistVerified email at upf.edu
Sankalp GulatiData Scientist, Orbi Health Pvt Ltd.Verified email at upf.edu
Ralph Gregor AndrzejakDepartment of Information and Communication Technologies, Universitat Pompeu Fabra, BarcelonaVerified email at upf.edu
Peter GroscheHuaweiVerified email at huawei.com
Gopala Krishna KoduriMusic Technology Group, Universitat Pompeu FabraVerified email at upf.edu
Marian BoguñaFull Professor of Physics and Icrea Academia Researcher, Universitat de Barcelona, SpainVerified email at ub.edu
Frederic FontMusic Technology Group, PhonosVerified email at upf.edu
Dmitry BogdanovMusic Technology Group, Universitat Pompeu FabraVerified email at upf.edu
Vignesh IshwarMusic Technology Group - Universitat de Pompeu Fabra, BarcelonaVerified email at upf.edu

Joan Serrà

Other namesJoan Serra, Joan Serrà Julià, Joan Serra Julia

Sony AI

Verified email at sony.com - Homepage

Machine Learning Generative Modeling Machine Listening 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	1450	2017
Overcoming catastrophic forgetting with hard attention to the task J Serrà, D Surís, M Miron, A Karatzoglou ICML, 2018	1130	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	359	2008
Measuring the evolution of contemporary western popular music J Serrà, Á Corral, M Boguñá, M Haro, JL Arcos Scientific Reports 2, 521, 2012	343	2012
An empirical evaluation of similarity measures for time series classification J Serrà, JL Arcos Knowledge-Based Systems 67, 305-314, 2014	296	2014
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	278	2019
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	270	2019
Cross recurrence quantification for cover song identification J Serrà, X Serra, RG Andrzejak New Journal of Physics 11, 093017, 2009	226	2009
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	201	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	197	2010
Towards a universal neural network encoder for time series J Serrà, S Pascual, A Karatzoglou Artificial Intelligence Research and Development: Current Challenges, New …, 2018	164	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	158	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	120	2013
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	116	2014
Audio content-based music retrieval P Grosche, M Müller, J Serrà Multimodal music processing, 2012	116	2012
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	103	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	100	2019
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	99	2012
Universal Speech Enhancement with Score-based Diffusion J Serrà, S Pascual, J Pons, RO Araz, D Scaini arXiv preprint arXiv:2206.03065, 2022	88	2022
Phrase-based rāga recognition using vector space modeling S Gulati, J Serra, V Ishwar, S Sentürk, X Serra ICASSP, 2016	80	2016

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