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 Xavier Serra
2019
Bogdanov, D. , Won M. , Tovstogan P. , Porter A. , & Serra X. (2019). The MTG-Jamendo Dataset for Automatic Music Tagging . Machine Learning for Music Discovery Workshop, International Conference on Machine Learning (ICML 2019). Abstract
Cimarone, L. , Bozkurt B. , & Serra X. (2019). Automatic Dastgah Recognition Using Markov Models . 14th International Symposium on Computer Music Multidisciplinary Research (CMMR). 51-58. Abstract
Won, M. , Chun S. , Nieto O. , & Serra X. (2019). Automatic music tagging with Harmonic CNN . International Society for Music Information Retrieval (ISMIR). Abstract
Ramires, A. , & Serra X. (2019). Data augmentation for instrument classification robust to audio effects . 22nd International Conference on Digital Audio Effects (DAFx-19). Abstract
Pons, J. , & Serra X. (2019). Randomly weighted CNNs for (music) audio classification . 44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2019). Abstract
Pons, J. , Serrà J. , & Serra X. (2019). Training neural audio classifiers with few data . 44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2019). Abstract
2018
Caro Repetto, R. , Pretto N. , Chaachoo A. , Bozkurt B. , & Serra X. (2018). An open corpus for the computational research of Arab-Andalusian music . 5th International Conference on Digital Libraries for Musicology (DLfM 2018). 78-86. Abstract
Gong, R. (2018). Automatic Assessment of Singing Voice Pronunciation: A Case Study with Jingju Music . Department of Information and Communications Technologies. xxxii + 235. Abstract
Pons, J. , Nieto O. , Prockup M. , Schmidt E. M. , Ehmann A. F. , & Serra X. (2018). End-to-end learning for music audio tagging at scale . 19th International Society for Music Information Retrieval Conference (ISMIR2018). Abstract
Oramas, S. , Barbieri F. , Nieto O. , & Serra X. (2018). Multimodal Deep Learning for Music Genre Classification . Transactions of the International Society for Music Information Retrieval. 1 (1), 4-21. Abstract
Rethage, D. , Pons J. , & Serra X. (2018). A Wavenet for Speech Denoising . 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2018). Abstract
2017
Espinosa-Anke, L. , Oramas S. , Saggion H. , & Serra X. (2017). ELMDist: A vector space model with words and MusicBrainz entities . Workshop on Semantic Deep Learning (SemDeep), collocated with ESWC 2017. Abstract
Oramas, S. , Nieto O. , Sordo M. , & Serra X. (2017). A Deep Multimodal Approach for Cold-start Music Recommendation . 2nd Workshop on Deep Learning for Recommender Systems, at RecSys 2017. Abstract
Gong, R. , Pons J. , & Serra X. (2017). Audio to Score Matching by Combining Phonetic and Duration Information . The 18th International Society for Music Information Retrieval Conference. Abstract
Caro Repetto, R. , & Serra X. (2017). A collection of music scores for corpus based jingju singing research . 18th International Society for Music Information Retrieval Conference. 46-52. Abstract
Srinivasamurthy, A. , Holzapfel A. , & Serra X. (2017). Informed Automatic Meter Analysis of Music Recordings . 18th International Society for Music Information Retrieval (ISMIR) Conference. 679-685. Abstract
Oramas, S. , Nieto O. , Barbieri F. , & Serra X. (2017). Multi-label Music Genre Classification from Audio, Text and Images Using Deep Features . 18th International Society for Music Information Retrieval Conference (ISMIR 2017). Abstract
Bogdanov, D. , & Serra X. (2017). Quantifying music trends and facts using editorial metadata from the Discogs database . 18th International Society for Music Information Retrieval Conference (ISMIR 2017). 89-95. Abstract
Gong, R. , & Serra X. (2017). Identification of potential Music Information Retrieval technologies for computer-aided jingju singing training . The 5th China Conference on Sound and Music Technology - Chinese Traditional Music Technology Session. Abstract
Pons, J. , & Serra X. (2017). Designing Efficient Architectures for Modeling Temporal Features with Convolutional Neural Networks . 42th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017) . Abstract
Font, F. , Roma G. , & Serra X. (2017). Sound Sharing and Retrieval . Computational Analysis of Sound Scenes and Events. Abstract
2016
Gulati, S. (2016). Computational Approaches for Melodic Description in Indian Art Music Corpora . Department of Information and Communication Technologies. 305. Abstract
Gong, R. , Yang Y. , & Serra X. (2016). Pitch Contour Segmentation for Computer-aided Jingju Singing Training . 13th Sound and Music Computing Conference (SMC 2016). 172-178. Abstract
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
Itou, K. , Caro Repetto R. , & Serra X. (2016). Melody Transcription Framework using Score Information for Noh Singing . International Conference on Creative Content Technologies (CONTENT 2016). 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
Srinivasamurthy, A. , Holzapfel A. , Cemgil A. T. , & Serra X. (2016). A generalized Bayesian model for tracking long metrical cycles in acoustic music signals . 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016). 76-80. Abstract
Caro Repetto, R. , & Serra X. (2016). NACTA: construyendo el futuro de la tradición del jingju . Itinerarios, Espacios, Contextos: XIV congreso de la Sociedad de Etnomusicología, IX congreso de IASPM España. Abstract
Pons, J. , Lidy T. , & Serra X. (2016). Experimenting with Musically Motivated Convolutional Neural Networks . 14th International Workshop on Content-based Multimedia Indexing (CBMI 2016). Abstract
Şentürk, S. , & Serra X. (2016). A Method for Structural Analysis of Ottoman-Turkish Makam Music Scores . 6th International Workshop on Folk Music Analysis (FMA 2016). 39-46. Abstract
Karakurt, A. , Şentürk S. , & Serra X. (2016). MORTY: A Toolbox for Mode Recognition and Tonic Identification . 3rd International Digital Libraries for Musicology Workshop (DLfM 2016). 9-16. Abstract
Oramas, S. , Ostuni V. C. , Di Noia T. , Serra X. , & Di Sciascio E. (2016). Sound and Music Recommendation with Knowledge Graphs . ACM Transactions on Intelligent Systems and Technology (TIST). 8 (2), 1-21. Abstract
Caro Repetto, R. , & Serra X. (2016). Melodic transformation processes in the arrangements of jingju banshi . Fourth International Conference On Analytical Approaches To World Music (AAWM 2016). Abstract
Dzhambazov, G. , Goranchev K. , & Serra X. (2016). Sing Master: An Intelligent Mobile Game for Teaching Singing . 8th International Conference on Games and Virtual Worlds for Serious Applications (VS-Games). Abstract
Bogdanov, D. , Porter A. , Herrera P. , & Serra X. (2016). Cross-collection evaluation for music classification tasks . 17th International Society for Music Information Retrieval Conference (ISMIR 2016). Abstract
Ganguli, K. K. , Gulati S. , Rao P. , & Serra X. (2016). Data-driven Exploration of Melodic Structures in Hindustani Music . 17th International Society for Music Information Retrieval Conference (ISMIR 2016). 605-611. Abstract
Oramas, S. , Espinosa-Anke L. , Lawlor A. , Serra X. , & Saggion H. (2016). Exploring Customer Reviews for Music Genre Classification and Evolutionary Studies . 17th International Society for Music Information Retrieval Conference (ISMIR 2016). 150-156. Abstract
Bandiera, G. , Romaní Picas O. , & Serra X. (2016). Good-sounds.org: a framework to explore goodness in instrumental sounds . 17th International Society for Music Information Retrieval Conference (ISMIR 2016). 414-419. Abstract
Gómez, E. , Schedl M. , Serra X. , & Hu X. (2016). Music Information Retrieval:
 Overview, Recent Developments and Future Challenges . 17th International Society for Music Information Retrieval (ISMIR) Conference. 11-12. Abstract
Font, F. , & Serra X. (2016). Tempo Estimation for Music Loops and a Simple Confidence Measure . 17th International Society for Music Information Retrieval Conference (ISMIR 2016). 269-275. Abstract
Dzhambazov, G. , Srinivasamurthy A. , Şentürk S. , & Serra X. (2016). On the Use of Note Onsets for Improved Lyrics-to-audio Alignment in Turkish Makam Music . 17th International Society for Music Information Retrieval Conference (ISMIR 2016) . 716-722. 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
Coleman, G. (2016). Descriptor Control of Sound Transformations and Mosaicing Synthesis . ( Bonada, J. , Xavier Serra , Ed.). Department of Information and Communication Technologies. 193. Abstract
Porter, A. , Bogdanov D. , & Serra X. (2016). Mining metadata from the web for AcousticBrainz . 3rd International Digital Libraries for Musicology workshop. 53-56. Abstract
Dzhambazov, G. , & Serra X. (2016). Singing Voice Separation by Harmonic Modeling . Music Information Retrieval Evaluation eXchange (MIREX).
2015
Şentürk, S. , Ferraro A. , Porter A. , & Serra X. (2015). A Tool for The Analysis and Discovery of Ottoman-Turkish Makam Music . ( Müller, Meinard , Wiering, Frans , Ed.). Extended abstracts for the Late Breaking Demo Session of the 16th International Society for Music Information Retrieval (ISMIR) Conference. Abstract
Porter, A. , Bogdanov D. , Kaye R. , Tsukanov R. , & Serra X. (2015). AcousticBrainz: a community platform for gathering music information obtained from audio . 16th International Society for Music Information Retrieval Conference (ISMIR 2015). 786-792. Abstract
Caro Repetto, R. , Gong R. , Kroher N. , & Serra X. (2015). Comparison of the singing style of two jingju schools . 16th International Society for Music Information Retrieval (ISMIR) Conference. 507-513. Abstract
Gupta, S. , Srinivasamurthy A. , Kumar M. , Murthy H. , & Serra X. (2015). Discovery of Syllabic Percussion Patterns in Tabla Solo Recordings . 16th International Society for Music Information Retrieval (ISMIR) Conference. 385-391. Abstract
Srinivasamurthy, A. , Holzapfel A. , Cemgil A. T. , & Serra X. (2015). Particle Filters for Efficient Meter Tracking with Dynamic Bayesian Networks . 16th International Society for Music Information Retrieval (ISMIR) Conference. 197-203. Abstract
Oramas, S. , Sordo M. , Espinosa-Anke L. , & Serra X. (2015). A Semantic-based Approach for Artist Similarity . 16th International Society for Music Information Retrieval Conference. 100-106. Abstract
Font, F. (2015). Tag Recommendation using Folksonomy Information for Online Sound Sharing Platforms . Department of Information and Communication Technologies. 184. Abstract
Dzhambazov, G. , Şentürk S. , & Serra X. (2015). Searching Lyrical Phrases in A-Capella Turkish Makam Recordings . 16th International Society for Music Information Retrieval (ISMIR) Conference. 687-693. Abstract
Kersten, S. (2015). Statistical modelling and resynthesis of environmental texture sounds . Department of Information and Communication Technologies. 171. Abstract
Bogdanov, D. , Porter A. , & Serra X. (2015). Taming wild horses with Essentia Music Extractor . International Society for Music Information Retrieval Conference (ISMIR 2015). Late Breaking Demo. Abstract
2014
Caro Repetto, R. , & Serra X. (2014). Creating a Corpus of Jingju (Beijing Opera) Music and Possibilities for Melodic Analysis . 15th International Society for Music Information Retrieval Conference. 313-318. 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
Srinivasamurthy, A. , Koduri G. K. , Gulati S. , Ishwar V. , & Serra X. (2014). Corpora for Music Information Research in Indian Art Music . International Computer Music Conference/Sound and Music Computing Conference. 1029-1036. Abstract
Atlı, H. S. , Uyar B. , Şentürk S. , Bozkurt B. , & Serra X. (2014). Audio Feature Extraction for Exploring Turkish Makam Music . 3rd International Conference on Audio Technologies for Music and Media. Abstract
Porter, A. , & Serra X. (2014). An analysis and storage system for music research datasets . 1st International Digital Libraries for Musicology workshop. 1-3. Abstract
Sordo, M. , Chaachoo A. , & Serra X. (2014). Creating Corpora for Computational Research in Arab-Andalusian Music . 1st International Workshop on Digital Libraries for Musicology. 1-3. Abstract
Tian, M. , Srinivasamurthy A. , Sandler M. , & Serra X. (2014). A Study of Instrument-wise Onset Detection in Beijing Opera Percussion Ensembles . IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). 2159-2163. Abstract
Srinivasamurthy, A. , & Serra X. (2014). A Supervised Approach to Hierarchical Metrical Cycle Tracking from Audio Music Recordings . IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). 5217-5221. Abstract
2013
Serra, X. (2013). Exploiting Domain Knowledge in Music Information Research . Stockholm Music Acoustics Conference 2013 and Sound and Music Computing Conference 2013. 3-6. Abstract
Font, F. , Roma G. , & Serra X. (2013). Freesound Technical Demo . ACM International Conference on Multimedia (MM'13). 411-412. Abstract
Koduri, G. K. , & Serra X. (2013). A knowledge-based approach to computational analysis of melody in Indian art music . International Workshop on Semantic Music and Media, International Semantic Web Conference. 1-10. Abstract
Özaslan, T. (2013). Computational Analysis of Expressivity in Classical Guitar Performances . Department of Information and Communication Technologies. 97. Abstract
Haro, G. G. (2013). Statistical Distribution of Common Audio Features . Department of Information and Communication Technologies. 203. Abstract
Porter, A. , Sordo M. , & Serra X. (2013). Dunya: A System for Browsing Audio Music Collections Exploiting Cultural Context . 14th International Society for Music Information Retrieval Conference (ISMIR 2013). 101-106. Abstract
Bogdanov, D. , Wack N. , Gómez E. , Gulati S. , Herrera P. , Mayor O. , et al. (2013). ESSENTIA: an Audio Analysis Library for Music Information Retrieval . International Society for Music Information Retrieval Conference (ISMIR'13). 493-498. Abstract
Şentürk, S. , Gulati S. , & Serra X. (2013). Score Informed Tonic Identification for Makam Music of Turkey . Proceedings of 14th International Society for Music Information Retrieval Conference (ISMIR). 175-180. Abstract
Urbano, J. , Schedl M. , & Serra X. (2013). Evaluation in Music Information Retrieval . Journal of Intelligent Information Systems. 41, 345-369. Abstract
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. (2013). Melody Extraction from Polyphonic Music Signals . Department of Information and Communication Technologies. Abstract
Musevic, S. (2013). Non-Stationary Sinusoidal Analysis . Department of Information and Communication Technologies. 210. Abstract
2012
Font, F. , Roma G. , Herrera P. , & Serra X. (2012). Characterization of the Freesound Online Community . Third International Workshop on Cognitive Information Processing. 279-284. Abstract
Serra, X. (2012). Data Gathering for a Culture Specific Approach in MIR . 21st International World Wide Web Conference (WWW 2012): 4th International Workshop on Advances in Music Information Research (AdMIRe 2012). 867-868. Abstract
Özaslan, T. , Serra X. , & Arcos J. L. (2012). Characterization of Embellishments in Ney Performances of Makam Music in Turkey . 13th International Society for Music Information Retrieval Conference (ISMIR 2012). 13-18. 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
Salamon, J. , Gulati S. , & Serra X. (2012). A Multipitch Approach to Tonic Identification in Indian Classical Music . 13th International Society for Music Information Retrieval Conference (ISMIR 2012). 499-504. Abstract
Ramirez, R. , Maestre E. , & Serra X. (2012). A Rule-Based Evolutionary Approach to Music Performance Modeling . IEEE Transactions on Evolutionary Computation. 16 (1), 96 - 107. Abstract
2011
Akkermans, V. , Font F. , Funollet J. , De Jong, B , Roma G. , Togias S. , et al. (2011). Freesound 2: An Improved Platform for Sharing Audio Clips . International Society for Music Information Retrieval Conference (ISMIR 2011), Late-breaking Demo Session. Abstract
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
Serra, X. (2011). A Multicultural Approach in Music Information Research . Int. Soc. for Music Information Retrieval Conf. (ISMIR). 151-156. Abstract
Font, F. , & Serra X. (2011). Extending Sound Sample Descriptions through the Extraction of Community Knowledge . User Modeling, Adaptation and Personalization. LNCS 6787, 418-421. Abstract
Bonada, J. , Serra X. , Amatriain X. , & Loscos A. (2011). Spectral Processing . ( Udo Zölzer , Ed.). DAFX Digital Audio Effects. 393-446.
2010
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
Eakin, R. T. , & Serra X. (2009). SMSPD, LIBSMS and a Real-Time SMS Instruments . International Conference on Digital Audio Effects. Abstract
2008
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
Gouyon, F. , Herrera P. , Gómez E. , Cano P. , Bonada J. , Loscos A. , et al. (2008). Content Processing of Music Audio Signals . ( Polotti, P. , Rocchesso, D. , Ed.). Sound to Sense, Sense to Sound: A State of the Art in Sound and Music Computing. 83-160. Abstract
Celma, Ò. (2008). Music Recommendation and Discovery in the Long Tail . Department of Information and Communication Technologies. Abstract
Janer, J. (2008). Singing-driven Interfaces for Sound Synthesizers . Department of Information and Communication Technologies. Abstract
Bonada, J. (2008). Voice Processing and Synthesis by Performance Sampling and Spectral Models . Department of Information and Communication Technologies. Abstract
2007
Serra, X. (2007). State of the Art and Future Directions in Musical Sound Synthesis . International Workshop on Multimedia Signal Processing. Abstract
Streich, S. (2007). Music Complexity a multi-faceted description of audio content . Department of Information and Communication Technologies. Abstract
Loscos, A. (2007). Spectral Processing Of The Singing Voice . Department of Information and Communication Technologies. Abstract
Ong, B. (2007). Structural Analysis and Segmentation of Music Signals . Department of Information and Communication Technologies. Abstract
2006
Celma, Ò. , Herrera P. , & Serra X. (2006). Bridging the Music Semantic Gap . Workshop on Mastering the Gap: From Information Extraction to Semantic Representation. 187, Abstract
Gómez, E. (2006). Tonal Description of Music Audio Signals . Department of Information and Communication Technologies. Abstract
2005
Herrera, P. , Bello J. P. , Widmer G. , Sandler M. , Celma Ò. , Vignoli F. , et al. (2005). SIMAC Semantic interaction with music audio contents . 2nd European Workshop on the Integration of Knowledge, Semantic and Digital Media Technologies. Abstract
Gouyon, F. , Widmer G. , & Serra X. (2005). Acoustic Cues to Beat Induction A Machine Learning Perspective . 10th Rhythm Perception and Production Workshop. 24 (2), 177-188. Abstract
2004
2003
Serra, X. (2003). Special Issue: Audio content processing . Journal of New Music Research. 32 (1), 1-2.
2002
2001
2000
1999
1998
1997
1996
1994
1992
Serra, X. (1992). L'ordinador nova eina per a la música . Revista Musical Catalana. 88, 34-38. Abstract
1991
1990
1989
1988
1987
1986
Serra, X. (1986). A Computer Model for Bar Percussion Instruments . International Computer Music Conference. 257-262. Abstract