Publications

Please click here for a page generated from my bib file. This page is not maintained regularly.

Peer reviewed Journal Articles and Book Chapters

Choi, K., Fazekas, G., Sandler, M., Cho, K. (2017) "The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging" IEEE Transactions on Emerging Topics in Computational Intelligence Vol. X, No. X (in press)

Saari, P., Fazekas, G., Eerola, T., Barthet, M., Lartillot, O., Sandler, M. (2016) "Genre-Adaptive Semantic Computing Enhances Audio-Based Music Mood Prediction" IEEE Transactions on Affective Computing (TAC) Vol. 7, No. 2, pp. 122-135

Barthet, M., Fazekas, G., Allik, A., Thalmann, F., Sandler M. (2016) "From Interactive to Adaptive Mood-Based Music Listening Experiences in Social or Personal Context" Journal of the Audio Engineering Society Vol. 64, No. 9, pp. 673-682

Fazekas, G., Barthet, M., Sandler, M. (2014) "Novel Methods in Facilitating Audience and Performer Interaction Using the Mood Conductor Framework" in Aramaki, M., Kronland-Martinet, R., Ystad, S. (Eds.) Sound Music and Motion, Lecture Notes In Computer Science (LNCS) Vol. 8905, Springer-Verlag, Heidelberg, Germany.

Kolozali, S., Barthet, M., Fazekas, G., Sandler, M. (2013) “Automatic Ontology Generation for Musical Instruments Based on Audio Analysis” IEEE Transactions on Audio, Speech & Language Processing 21(10): 2207-2220 DOI: 10.1109/TASL.2013.2263801

Barthet, M., Fazekas, G., Sandler, M. (2013) “Music Emotion Recognition: From Content- to Context-Based Models” in Aramaki, M. Barthet M. Kronland-Martinet, R. Ystad, S (Eds.) “From Sounds to Music and Emotions”, Lecture Notes in Computer Science Volume 7900, pp. 228-252 DOI: 10.1007/978-3-642-41248-6_13

Fazekas, G., Raimond, Y., Jakobson, K., Sandler, M. (2010) “An overview of Semantic Web activities in the OMRAS2 Project”, in Journal of New Music Research special issue on Music Informatics and the OMRAS2 Project, Vol. 39. Issue 4, pp. 295–311. DOI: 10.1080/09298215.2010.536555

Tidhar, D., Fazekas, G., Mauch, M., Dixon, S. (2010) “Tempest - harpsichord temperament estimation in a Semantic Web environment”, in Journal of New Music Research special issue on Music Informatics and the OMRAS2 Project, Vol. 39. Issue 4, pp. 327–336.

Invited papers and talks

Fazekas, G. (2017) "Update on Convergence of Technologies to Connect Audio with Meaning: from Semantic Web Ontologies to Semantic Audio Production", Guest Seminars at MTG-UPF, Feb. 2017, Barcelona, Spain and Politecnico di Milano, 29 June, 2017, Milan, Italy.

Fazekas, G. (2015) "Convergence of Technologies to Connect Audio with Meaning: from Semantic Web Ontologies to Semantic Audio Production" (keynote talk) Presented at the ACM Audio Mostly International Conference, 7-9 Oct. Thessaloniki, Greece.

Fazekas, G. (2015) "The Semantics of Music Similarity" (invited talk) ASyMMuS Workshop on Audio-Symbolic Music Similarity Modelling. 8 July 2015, London, UK.

Fazekas, G., and Sandler, M. (2013) “Describing audio production workflows on the Semantic Web”, in proc. 14th IEEE International Workshop on Image and Audio Analysis for Multimedia Interactive Services (WIAMIS) 3–5 July, Paris, France DOI: 10.1109/WIAMIS.2013.6616135

Wilmering, T., Fazekas, G., and Sandler, M. (2013) “Semantic Metadata for Music Production Projects”, in Proc. 12th International Semantic Web Conference (ISWC), first International Workshop on Semantic Music and Media (SMAM2013), 21-25 October 2013, Sydney, Australia

Fazekas, G. (2012) "Music Technology and Research Tools" - Music Tech Fest / MIReS Workshop, 15 Nov 2012, London, UK.

Fazekas, G., Cannam, C., Sandler. M. (2009) “Reusable metadata and software components for automatic audio analysis” In proceedings of the IEEE/ACM Joint Conference on Digital Libraries (JCDL’09) Workshop on Integrating Digital Library Content with Computational Tools and Services, Austin, Texas, USA

Fazekas, G. (2009) "Uncovering the Details of Music Production Using Ontologies" Presented at the Unlocking Audio 2 Conference, 16-17 March, London, UK

Conference papers

Choi, K., Fazekas, G., Sandler, M., Cho, K. (2017) "Transfer Learning for Music Classification and Regression Tasks [Best Paper Award]" in Proc. 18th International Society for Music Information Retrieval Conference (ISMIR), Oct. 23-27, Suzhou, China

Pauwels, J., O'hanlon, K., Fazekas, G., Sandler, M. (2017) "Confidence Measures and Their Applications in Music Labelling Systems Based on Hidden Markov Models" in Proc. 18th International Society for Music Information Retrieval Conference (ISMIR), Oct. 23-27, Suzhou, China pp. 279 - 279

Sheng, D., Fazekas G. (2017) "Automatic Control of the Dynamic Range Compressor Using a Regression Model and a Reference Sound" in Proc. of the 20th International Conference on Digital Audio Effects (DAFx-17), September 5–9, Edinburgh, UK

Marengo, L., Fazekas G., Tombros A. (2017) "The Interaction of Casual Users with Digital Collections of Visual Art: an Exploratory Study of the Wikiart Website" in Proc. 19th International Conference on Human-Computer Interaction (HCI'17), 9-14 July, Vancouver, Canada, Communications in Computer and Information Science Vol. 714, pp. 538-590, Springer, Cham

Liang, B., Fazekas, G., Sandler M. (2017) "Detection of Piano Pedaling Techniques on the Sustain Pedal" in Proc. 143 Convention of the Audio Engineering Society, Oct. 18-12, New York, USA

Liang, B., Fazekas G., Sandler M. (2017) "Recognition of Piano Pedalling Techniques Using Gesture Data" Proceeding in Proc. of the ACM 12th International Audio Mostly Conference on Augmented and Participatory Sound and Music Experiences, Aug. 23-26, London, United Kingdom

Liang, B., Fazekas G., McPherson, A., Sandler M. (2017) "Piano Pedaller: a Measurement System for Classification and Visualisation of Piano Pedalling Techniques" in Proc. of the International Conference on New Interfaces for Musical Expression (NIME), May 15-18, Copenhagen, Denmark pp. 325-329

Wilmering, T., Thalmann, F., Fazekas G., Sandler M. (2017) "Bridging Fan Communities and Facilitating Access to Music Archives Through Semantic Audio Applications" in Proc. 143 Convention of the Audio Engineering Society, (e-Brief) Oct. 18-12, New York, USA

Page, K., Bechhofer, S., Fazekas, G., Weigl D., Wilmering T. (2017) "Realising a Layered Digital Library: Exploration and Analysis of the Live Music Archive Through Linked Data" ACM/IEEE Joint Conference on Digital Libraries (JCDL), June 19-23, Toronto, Canada pp. 1-10

Bechhofer, S., Page, K., Weigl, D., Fazekas, G., Wilmering, T. (2017) "Linked Data Publication of Live Music Archives and Analyses" The Semantic Web, proc. of the 16th International Semantic Web Conference (ISWC), Oct. 21-25, Vienna, Austria Lecture Notes in Computer Science Vol. 10588, pp. 29-37, Springer, Cham

Choi, K., Fazekas G., Sandler M., Cho, K. (2017) "Convolutional Recurrent Neural Networks for Music Classification" IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March 5-9, New Orleans, USA pp. 2392-2396

Allik, A., Fazekas, G., Sandler, M. (2016) "An Ontology for Audio Features" in Proc. of the 17th International Society for Music Information Retrieval (ISMIR-16) conference, August 7-11., New York, USA pp. 73-79,

Juric, D., Fazekas, G. (2016) "Knowledge Extraction from Audio Content Service Providers' Api Descriptions" in Proc. Metadata and Semantics Research (MTSR), Nov. 22-25, Göttingen, Germany, Communications in Computer and Information Science, Vol. 672, pp. 55-66, Springer, Cham

Font, F., Brookes, T., Fazekas, G., Guerber, M., La Burthe, A., Plans, D., Plumbley, M., Wang, W., Serra, X. (2016) "Audio Commons: Bringing Creative Commons Audio Content to the Creative Industries" in Proc. AES 61st International Conference on Audio for Games, Feb 10–12, London, UK

Choi, K., Fazekas G., Sandler M. (2016) "Towards Playlist Generation Algorithms Using Rnns Trained on Within-Track Transitions" in Proc. 24th ACM Conference on User Modeling, Adaptation and Personalisation (UMAP 2016), Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems (SOAP) June 13–17, Halifax, Canada

Allik A., Fazekas G., Sandler M. (2016) "Ontological Representation of Audio Features" The Semantic Web, proc. of the 15th International Semantic Web Conference (ISWC), Oct. 17–21, Kobe, Japan Lecture Notes in Computer Science, Vol. 9982, pp. 3-11, Springer, Cham

Allik A., Mora-Mcginity, M., Fazekas G., Sandler M. (2016) "Musicweb: Music Discovery with Open Linked Semantic Metadata [Nominee, Best Demo Award]" in Proc. 15th International Semantic Web Conference (ISWC), Posters & Demonstrations Track, Oct. 17–21, Kobe, Japan CEUR Workshop Proceedings, Vol. 1690

Barthet, M., Fazekas G., Thalmann, F., Sandler M., Wiggins, G.A. (2016) "Crossroads: Interactive Music Systems Transforming Performance, Production and Listening" in Proc. ACM Conference on Human Factors in Computing Systems (CHI), May 7–12, San Jose, CA, USA.

Thalmann, F., Perez Carillo, A., Fazekas G., Sandler M. (2016) "The Semantic Music Player: a Smart Mobile Player Based on Ontological Structures and Analytical Feature Metadata" in Proc. Web Audio Conference WAC-2016, April 4–6, Atlanta, USA

Wilmering, T., Fazekas G., Sandler M. (2016) "Aufx-O: Novel Methods for the Representation of Audio Processing Workflows" The Semantic Web, proc. of the 15th International Semantic Web Conference (ISWC), Oct. 17–21, Kobe, Japan Lecture Notes in Computer Science, Vol. 9982, pp. 229-237, Springer, Cham [Abstract]

Thalmann, F., Carrillo, A. Fazekas, G., Wiggins G. A., Sandler, M. (2016) "The Mobile Audio Ontology: Experiencing Dynamic Music Objects on Mobile Devices" IEEE International Conference on Semantic Computing (ICSC), Feb. 4-6, Laguna Hills, CA, USA pp. 47-54

Mora-Mcginity, M., Allik, A., Fazekas, G., Sandler M. (2016) "Musicweb: Music Discovery with Open Linked Semantic Metadata" in Proc. Metadata and Semantics Research (MTSR), Nov. 22-25, Göttingen, Germany Communications in Computer and Information Science, Vol. 672, pp. 291-296, Springer, Cham

Stables, R, De Man, B, Enderby, S, Reiss, JD, Fazekas, G, Wilmering, T. (2016) "Semantic Description of Timbral Transformations in Music Production" in Proc. ACM Multimedia, Oct. 15-19, Amsterdam, Netherlands pp. 337-341,

Choi, K., Fazekas, G., Sandler M. (2016) "Automatic Tagging Using Deep Convolutional Neural Networks" in Proc. of the 17th International Society for Music Information Retrieval (ISMIR-16) conference, August 7-11., New York, USA pp. 805-811,

Buccoli, M., Zanoni, M., Fazekas, G., Sarti, A., Sandler M. (2016) "A Higher-Dimensional Expansion of Affective Norms for English Terms for Music Tagging" in Proc. of the 17th International Society for Music Information Retrieval (ISMIR-16) conference, August 7-11., New York, USA pp. 316-322,

Chiliguano, P., Fazekas G. (2016) "Hybrid Music Recommender Using Content-Based and Social Information" IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 20-25 March, Snahghai, China

Thalmann, F., Fazekas, G., Wiggins, G.A., Sandler M. (2016) "Creating, Visualizing, and Analyzing Dynamic Music Objects in the Browser with the Dymo Designer" in Proc. ACM Audio Mostly Conference, Oct. 4-6, Norrköping, Sweden pp. 39-46,

Carrillo, A., Thalmann, F., Fazekas G., Sandler M. (2016) "Geolocation Adaptive Music Player" in Proc. Web Audio Conference WAC-2016, April 4–6, Atlanta, USA

Choi, K., Fazekas, G., Sandler M. (2015) "Understanding Music Playlists" International Conference on Machine Learning (ICML), Machine Learning for Music Discovery Workshop, 6-11 July, Lille, France

Wilmering, T., Fazekas, G., Dixon, S., Page, K., Bechhofer, S. (2015) "Towards High Level Feature Extraction from Large Live Music Recording Archives" International Conference on Machine Learning (ICML), Machine Learning for Music Discovery Workshop, 6-11 July, Lille, France

Zanoni, M., Setragno, F., Antonacci, F., Sarti, A., Fazekas, G., Sandler M. (2015) "Training-Based Semantic Descriptors Modeling for Violin Quality Sound Characterization" Proceedings of the 138th Convention of the Audio Engineering Society (AES), 7-10 May, Warsaw, Poland.

Tian, M., Fazekas, G., Black, D. A. A., Sandler, M. (2015) "On the Use of the Tempogram to Describe Audio Content and Its Application to Music Structural Segmentation" in Proc. of the 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP), 19-24 April, Brisbane, Australia

Thalmann, F., Carrillo, A., Fazekas, G., Wiggins G. A., Sandler M. (2015) "Navigating Ontological Structures Based on Feature Metadata Using the Semantic Music Player" in Proc. of the 16th International Society for Music Information Retrieval (ISMIR-15) conference, Late-breaking session, Oct. 26-30, Malaga, Spain

Liang, B., Fazekas G., Sandler M. (2015) "The Organ Web App" in Proc. of the 16th International Society for Music Information Retrieval (ISMIR-15) conference, Late-breaking session, Oct. 26-30, Malaga, Spain

Wilmering, T., Fazekas, G., Dixon, S., Bechhofer, S., Page, K. (2015) "Automating Annotation of Media with Linked Data Workflows" Third International Workshop on Linked Media (LiME 2015) co-located with the WWW'15 conference, 18-22 May, Florence, Italy.

Tian, M., Fazekas, G., Black, D.A.A., Sandler, M. (2014) “Design and Evaluation of Onset Detectors Using Different Fusion Policies”, 15th International Society of Music Information Retrieval (ISMIR) conference, Oct 27-31, 2014, Taipei, Taiwan.

Baume, C., Fazekas, G., Barthet, M., Martson, D., Sandler, M. (2014) “Selection of audio features for music emotion recognition using production music”, in Proc. of the 53d AES International Conference on Semantic Audio, 27-29 January, London, UK

Kolozali, S., Fazekas, G., Barthet, M., Sandler, M. (2014) “A conceptual framework for automatic ontology generation based on semantic audio analysis”, in Proc. of the 53d AES International Conference on Semantic Audio, 27-29 January, London, UK

Lou, T., Barthet, M., Fazekas, G., Sandler, M. (2014) “Evaluation and Improvement of the Mood Conductor Interactive System”, in Proc. of the 53d AES International Conference on Semantic Audio, 27-29 January, London, UK

Fazekas, G., Barthet, M., Sandler, M. (2013) “The BBC Desktop Jukebox music recommendation system: A large-scale trial with professional users“, in proc. IEEE Int. Conf. on Multimedia and Expo (ICME), 15-19 July, San Jose, CA, USA. DOI: 10.1109/ICMEW.2013.6618235

Fazekas, G., Barthet, M., Sandler, M. (2013) “Mood Conductor: Emotion-Driven Interactive Music Performance.” in Proc. of the International Conference on Affective Computing and Intelligent Interaction (ACII’13), 2-5 September, Geneva, Switzerland

Allik, A., Fazekas, G., Dixon, S., Sandler, M. (2013) “Facilitating Music Information Research with Shared Open Vocabularies” in Proc. 10th Extended Semantic Web Conference (ESWC), 26-30 May, Montpellier, France, pp. 178-183. DOI: 10.1007/978-3-642-41242-4_20

Allik, A., Fazekas, G., Dixon, S., Sandler, M. (2013) “A Shared Vocabulary for Audio Features” in proc. Extended Semantic Web Conference (ESWC), 26-30 May, Montpellier, France, pp. 285-286. DOI: 10.1007/978-3-642-41242-4_44

Saari, P., Barthet, M., Fazekas, G., Eerola, T., Sandler, M. (2013) “Semantic models of musical mood: Comparison between crowd-sourced and curated editorial tags “ in proc. IEEE International Conference on Multimedia & Expo (ICME2013) International Workshop on Affective Analysis in Multimedia (AAM), 15-19 July 2013, San Jose, CA, USA. DOI: 10.1109/ICMEW.2013.6618436

Saari, P., Eerola, T., Fazekas, G., Sandler, M. (2013) “Using Semantic Layer Projection for Enhancing Music Mood Prediction With Audio Features” in proc. of the Sound and Music Computing Conference 2013, SMC 2013, Stockholm, Sweden KTH Royal Institute of Technology, Stockholm, Sweden

Tian, M. Fazekas, G., Black, D. A. A., Sandler, M. (2013) “Towards the Representation of Chinese Traditional Music: A State of the Art Review of Music Metadata Standards”, in Proc. DCMI International Conference on Dublin Core and Metadata Applications (DC-2013), 2-6 September, Lisbon, Portugal, pp. 71-81.

Fazekas, G., Barthet, M., Sandler, M. (2013) “The Mood Conductor System: Audience and Performer Interaction using Mobile Technology and Emotion Cues.” in proc. 10th Int. Symp. on Computer Music Multidisciplinary Research (CMMR’13), 15-18 October, Marseille, France.

Lou, T., Barthet, M., Fazekas, G., Sandler, M. (2013) “Evaluation of the Mood Conductor Interactive System Based on Audience and Performers’ Perspectives” in proc. 10th Int. Symp. on Computer Music Multidisciplinary Research (CMMR’13), 15-18 October, Marseille, France.

Wilmering, T., Fazekas, G., Sandler, M. (2013) ”Audio Effect Classification Based on Auditory Perceptual Attributes”, in Proc. of the 135th Convention of the Audio Engineering Society, New York, NY, USA.

Saari, P., Eerola, T., Fazekas, G., Barthet, M., Lartillot O., Sandler, M. (2013) “The Role of Audio and Tags in Music Mood Prediction: a Study Using Semantic Layer Projection” in Proc. of 14th International Society for Music Information Retrieval Conference (ISMIR’13), 4-8 November, Curitiba, Brazil.

Wilmering, T., Fazekas, G., Sandler, M. (2013) ”The Audio Effects Ontology”, in Proc. of 14th International Society for Music Information Retrieval Conference (ISMIR’13), 4-8 November, Curitiba, Brazil

Song, Y., Dixon, S., Pearce, M., Fazekas, G. (2013) “Using Tags to Select Stimuli in the Study of Music and Emotion”, in Proc. 3rd International Conference on Music and Emotion (ICME), June 11-15, Jyväskylä, Finland

Kosta, K., Song, Y., Fazekas G., Sandler M. (2013) “A Study of Cultural Dependence of Perceived Mood in Greek Music”, in Proc. of 14th International Society for Music Information Retrieval Conference (ISMIR’13), 4-8 November, Curitiba, Brazil

Barthet, M., Marston, D., Baume, C., Fazekas G., Sandler, M. (2013) “Design and Evaluation of Semantic Mood Models for Music Recommendation Using Editorial Tags” in Proc. of 14th International Society for Music Information Retrieval Conference (ISMIR’13), 4-8 November, Curitiba, Brazil

Fazekas, G., Sandler, M. (2012) “Knowledge Representation Issues in Audio-Related Metadata Model Design” in Proc. of the 133rd Convention of the Audio Engineering Society, San Francisco, CA, USA.

Fazekas, G., Wilmering, T. (2012) ”Semantic Web and Semantic Audio Technologies”. Tutorial presented at the 132nd Convention of the Audio Engineering Society, Budapest, Hungary.

Wilmering, T., Fazekas, G., Sandler, M. (2012) ”High level semantic metadata for the control of multitrack adaptive audio effects”, in Proc. of the 133rd Convention of the Audio Engineering Society, San Francisco, CA, USA

Barthet, M., Fazekas, G., Dixon S., Sandler, M. (2012) “Social Media Retrieval for Music Education” In Digital Futures 2012: The Third Annual Digital Economy All Hands Conference.

Terrell, M.J., Fazekas, G., Simpson, A. J.R., Smith, J., Dixon S. (2012) “Listening level changes music similarity” in Proc. 13th International Society for Music Information Retrieval Conference, 8-12 October, Porto, Portugal, pp. 487-492.

Barthet, M. Fazekas, G., Sandler, M. (2012), “Multidisciplinary Perspectives on Music Emotion Recognition: Implications for Content and Context-Based Models” in Proc. 9th International Symposium on Computer Music Modelling and Retrieval (CMMR’12), June 19-22, London, UK

Fazekas, G., Wilmering, T., and Sandler, M. B. (2011) ”A knowledge representation framework for context-dependent audio processing”, in Proc. of the AES 42nd International Conference on Semantic Audio, 22-24 July, Ilmenau, Germany

Wilmering, T., Fazekas, G., and Sandler, M. B. (2011) ”Towards ontological representations of digital audio effects”, in Proc. of the 14th International Conference on Digital Audio Effects (DAFx-11), 19-23 September, Paris, France

Fazekas, G., Sandler, M. (2011) “The Studio Ontology Framework”, in Proc. of the 12th International Society for Music Information Retrieval (ISMIR’11) conference, 24-28 Oct., Miami, Florida, USA

Kolozali, S., Fazekas, G., Barthet, M., Sandler, M. (2011) “Knowledge representation issues in musical instrument ontology design” in Proc. of the 12th International Society for Music Information Retrieval (ISMIR’11) conference, 24-28 Oct., Miami, Florida, USA

Barthet, M., Anglade, A., Fazekas, G., Kolozali, S., Macrae, R. (2011) “Music recommendation for music learning: Hotttabs, a multimedia guitar tutor” in Proc. of the 2nd Workshop on Music Recommendation and Discovery (WOMRAD’11) in conjunction with the ACM Recommender Systems conference (RecSys’11), 23 Oct., Chicago, USA

Wilmering, T., Fazekas, G., Sandler, M. (2010) “The effects of reverberation on onset detection tasks, in Proceedings of the 128th Convention of the Audio Engineering Society, London, UK

Kolozali, S., Barthet, M., Fazekas, G., Sandler, M. (2010) “Towards the automatic generation of a Semantic Web ontology for musical instruments” In proceedings of the 5th International Conference on Semantic and Digital Media Technologies (SAMT-10) Saarbrucken, Germany

Fazekas, G. and Sandler, M. (2009) “Novel methods in information management for advanced audio workflows” In proceedings of 12th International Conference on Digital Audio Effects (DAFx-09), Como, Italy

Tidhar D., Fazekas G., Kolozali S., Sandler, M. (2009) “Publishing Music Similarity Features on the Semantic Web” In proceedings of the 10th International Society for Music Information Retrieval (ISMIR-09) conference, Oct., Kobe, Japan.

Fazekas, G. and Sandler, M. (2009) “Ontology based information management in music production” in Proc. 126th Convention of the Audio Engineering Society, Munich, Germany

Fazekas, G., Raimond, Y., Sandler, M. (2008) “A framework for producing rich musical metadata in creative music production”, in Proc. of the 125th Convention of the Audio Engineering Society, San Francisco, USA

Fazekas, G., Sandler, M. (2007) “Structural decomposition of recorded vocal performances and its application to intelligent audio editing” In proceedings of the 123rd Convention of the Audio Engineering Society, New York, USA

Fazekas, G., Sandler, M. (2007) “Intelligent editing of studio recordings with the help of automatic music structure extraction”, in Proceedings of the 122nd Convention of the Audio Engineering Society, Vienna, Austria

Submitted

Font, F., Oramas, S., Fazekas, G., Serra, X. (2014) “Extending Tagging Ontologies with Domain Specific Knowledge” submitted to the 13th International Semantic Web Conference (ISWC), 19-23 October, Trento, Italy

Bechhofer, S., Dixon, S., Fazekas, G., Wilmering, T., Page, K. (2014) “Computational Analysis of the Live Music Archive” (under review) submitted demo paper to the 15th International Society of Music Information Retrieval (ISMIR) conference, Oct 27-31, 2014, Taipei, Taiwan

Non-peer reviewed papers, workshop, demo and white papers, standards, proposals

Choi, K., Fazekas G., Cho, K., Sandler M. (2017) "A Tutorial on Deep Learning for Music Information Retrieval" Journal Paper - arXiv preprint

M. Mauch, C. Cannam and G. Fazekas, (2014) “Efficient computer-aided pitch track and note estimation for scientific applications”, Society for Education, Music and Psychology Research (SEMPRE’14) conference, April 3-4, London, UK

Mora-McGinity, M. Fazekas, G., Ogilive, G., (2014) “Creating Semantic Links between Research Articles and Music Artists” accepted demo paper at the 15th International Society of Music Information Retrieval (ISMIR) conference, Oct. 27-31, Taipei, Taiwan

Stables, R., Enderby, S., De Man, B., Fazekas, G., Reiss, J., (2014) “SAFE: A System for Extraction and Retrieval of Semantic Audio Descriptors” accepted demo paper at the 15th International Society of Music Information Retrieval (ISMIR) conference, Oct. 27-31, Taipei, Taiwan

Fazekas, G. and Kudumakis, P. “A second screen music discovery and recommendation service based on social and cultural factors”, Submitted in response to the Digital Media Project (DMP) Hybrid Media Services call, 2014.

Tian, M., Black, D. A. A., Fazekas, G., Sandler, M. (2013) “The state of art music ontology of Chinese traditional music” 3rd International Workshop on Folk Music Analysis (FMA2013), 6-7 June, Amsterdam, Netherlands

Fazekas, G., Ewert, S., Allik, A., Dixon, S., Sandler M. (2012) “Shared Open Vocabularies and Semantic Media“ in Proc. 13th International Society for Music Information Retrieval Conference (ISMIR’12), late-breaking workshop, 8-12 October, Porto, Portugal

Kolozali, S., Barthet, M., Fazekas, G., Tidhar D., Sandler, M. (2010) “The musical instrument ontology” presented at the Digital Music Research Network Workshop, 21 Dec., London, UK

Fazekas, G., Tidhar D., (2010) “TempEst - Temperament estimation Web service” presented at the Digital Music Research Network Workshop, 21 Dec., London, UK

Tidhar, D., Fazekas, G., Mauch, M., Dixon, S. (2010) “Temperament Estimation as an MIR task” Presented at the 11th International Society for Music Information Retrieval Conference (ISMIR’10), Late-breaking session, Aug. 9–13, Utrecht, The Netherlands

Raimond, Y., Gängler, T., Giasson, F., Jacobson, K., Fazekas, G., Reinhardt, S., Passant, A. “The music ontology specification”, Published online (musicontology.com), 2010-2014.

Fazekas, G. and Sandler, M. (2009) “Uncovering the details of music production using ontologies” Presented at the Unlocking Audio 2 Conference, 16-17 March, London, UK

Cannam C., Fazekas G., Noland, K., (2009) “A Demonstration of Sonic Visualiser” Presented at the Special SIGMUS Symposium, 2 Nov., Tokyo, Japan

Fazekas G., Cannam C., Sandler M. (2009) “A Simple Guide to Automated Music Analysis on the Semantic Web” Centre for Digital Music white paper, April. 2009.

Fazekas, G. (2008) “Information Interaction in Context” (conference review) Published in The Informer – BCS Information Retrieval Specialist Group (IRSG), (30):4, pp. 2–4.

Fazekas G., Sandler, M. (2008) “Ontology based information management in music production” Presented at the Digital Music Research Network Workshop, Dec., London, UK