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 Dmitry Bogdanov
2019
Alonso-Jiménez, P. , Joglar-Ongay L. , Serra X. , & Bogdanov D. (2019). Automatic Detection of Audio Problems for Quality Control in Digital Music Distribution . AES 146th Convention. Abstract
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
Bogdanov, D. , Porter A. , Schreiber H. , Urbano J. , & Oramas S. (2019). The AcousticBrainz Genre Dataset: Multi-Source, Multi-Level, Multi-Label, and Large-Scale . 20th International Society for Music Information Retrieval Conference (ISMIR 2019). Abstract
Ferraro, A. , Bogdanov D. , & Serra X. (2019). Skip prediction using boosting trees based on acoustic features of tracks in sessions . WSDM Cup Workshop 2019. Abstract
2018
Oramas, S. , Bogdanov D. , & Porter A. (2018). MediaEval 2018 AcousticBrainz Genre Task: A baseline combining deep feature embeddings across datasets . MediaEval 2018 Workshop.
Bogdanov, D. , Porter A. , Urbano J. , & Schreiber H. (2018). The MediaEval 2018 AcousticBrainz Genre Task: Content-based Music Genre Recognition from Multiple Sources . MediaEval 2018 Workshop. Abstract
Ferraro, A. , Bogdanov D. , Yoon J. , Kim K. S. , & Serra X. (2018). Automatic playlist continuation using a hybrid recommender system combining features from text and audio . Workshop on the RecSys Challenge 2018. Abstract
Ferraro, A. , Bogdanov D. , Choi K. , & Serra X. (2018). Using offline metrics and user behavior analysis to combine multiple systems for music recommendation . RecSys 2018 Workshop on Offline Evaluation of Recommender Systems. Abstract
2017
Fonseca, E. , Pons J. , Favory X. , Font F. , Bogdanov D. , Ferraro A. , et al. (2017). Freesound Datasets: A Platform for the Creation of Open Audio Datasets . 18th International Society for Music Information Retrieval Conference. 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
Fonseca, E. , Gong R. , Bogdanov D. , Slizovskaia O. , Gomez E. , & Serra X. (2017). Acoustic scene classification by ensembling gradient boosting machine and convolutional neural networks . Workshop on Detection and Classification of Acoustic Scenes and Events. Abstract
Bogdanov, D. , Porter A. , Urbano J. , & Schreiber H. (2017). The MediaEval 2017 AcousticBrainz Genre Task: Content-based Music Genre Recognition from Multiple Sources . MediaEval 2017 Workshop. Abstract
2016
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
Porter, A. , Bogdanov D. , & Serra X. (2016). Mining metadata from the web for AcousticBrainz . 3rd International Digital Libraries for Musicology workshop. 53-56. Abstract
2015
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
Schedl, M. , Knees P. , McFee B. , Bogdanov D. , & Kaminskas M. (2015). Music Recommender Systems . Recommender Systems Handbook. 453-492. 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
Urbano, J. , Bogdanov D. , Herrera P. , Gómez E. , & Serra X. (2014). What is the Effect of Audio Quality on the Robustness of MFCCs and Chroma Features? . 15th International Society for Music Information Retrieval Conference. 573-578. Abstract
Bogdanov, D. , Wack N. , Gómez E. , Gulati S. , Herrera P. , Mayor O. , et al. (2014). ESSENTIA: an open source library for audio analysis . ACM SIGMM Records. 6 (1), Abstract
2013
Bogdanov, D. , Wack N. , Gómez E. , Gulati S. , Herrera P. , Mayor O. , et al. (2013). ESSENTIA: an Open-Source Library for Sound and Music Analysis . ACM International Conference on Multimedia (MM'13). 855-858. Abstract
Bogdanov, D. (2013). From music similarity to music recommendation: Computational approaches based on audio features and metadata . Department of Information and Communication Technologies. 227.
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
Bogdanov, D. , Haro G. G. , Fuhrmann F. , Xambó A. , Gómez E. , & Herrera P. (2013). Semantic audio content-based music recommendation and visualization based on user preference examples . Information Processing & Management. 49 (1), 13-33. Abstract
2012
Bogdanov, D. , & Herrera P. (2012). Taking Advantage of Editorial Metadata to Recommend Music . 9th International Symposium on Computer Music Modeling and Retrieval (CMMR). 618-632. Abstract
Yang, Y. , Bogdanov D. , Herrera P. , & Sordo M. (2012). Music Retagging Using Label Propagation and Robust Principal Component Analysis . 21st International World Wide Web Conference (WWW 2012): 4th International Workshop on Advances in Music Information Research (AdMIRe 2012). Abstract
2011
Bogdanov, D. , & Herrera P. (2011). How much metadata do we need in music recommendation? A subjective evaluation using preference sets . International Society for Music Information Retrieval Conference (ISMIR). Abstract
Bogdanov, D. , Haro G. G. , Fuhrmann F. , Xambó A. , Gómez E. , & Herrera P. (2011). A Content-based System for Music Recommendation and Visualization of User Preferences Working on Semantic Notions . 9th International Workshop on Content-based Multimedia Indexing. Abstract
Bogdanov, D. , Serrà J. , Wack N. , Herrera P. , & Serra X. (2011). Unifying Low-level and High-level Music Similarity Measures . IEEE Transactions on Multimedia. 13 (4), 687-701 . Abstract
Sordo, M. , Celma Ò. , & Bogdanov D. (2011). Audio Tag Classification using Weighted-Vote Nearest Neighbor Classification . Abstract
Bogdanov, D. , Haro G. G. , Fuhrmann F. , Xambó A. , Gómez E. , & Herrera P. (2011). A Content-based System for Music Recommendation and Visualization of User Preferences Working on Semantic Notions . Abstract
2010
Bogdanov, D. , Haro G. G. , Fuhrmann F. , Gómez E. , & Herrera P. (2010). Content-based music recommendation based on user preference examples . The 4th ACM Conference on Recommender Systems. Workshop on Music Recommendation and Discovery (Womrad 2010). Abstract
Haro, G. G. , Xambó A. , Fuhrmann F. , Bogdanov D. , Gómez E. , & Herrera P. (2010). The Musical Avatar - A visualization of musical preferences by means of audio content description . 5th Audio Mostly Conference: A Conference on Interaction with Sound. Abstract
Bogdanov, D. , Serrà J. , Wack N. , & Herrera P. (2010). Hybrid Music Similarity Measure . Music Information Retrieval Evaluation eXchange (MIREX) extended abstract. Abstract
Wack, N. , Laurier C. , Meyers O. , Marxer R. , Bogdanov D. , Serrà J. , et al. (2010). Music classification using high-level models . Music Information Retrieval Evaluation eXchange (MIREX) extended abstract. Abstract
Haro, G. G. , Xambó A. , Fuhrmann F. , Bogdanov D. , Gómez E. , & Herrera P. (2010). User Evaluation Questionnaire for The Musical Avatar Project . Abstract
2009
Bogdanov, D. , Serrà J. , Wack N. , & Herrera P. (2009). From Low-level to High-level: Comparative Study of Music Similarity Measures . IEEE International Symposium on Multimedia. Workshop on Advances in Music Information Research (AdMIRe). Abstract
Bogdanov, D. , Serrà J. , Wack N. , & Herrera P. (2009). Hybrid Similarity Measures For Music Recommendation . Music Information Retrieval Evaluation eXchange (MIREX) extended abstract. Abstract
Wack, N. , Guaus E. , Laurier C. , Meyers O. , Marxer R. , Bogdanov D. , et al. (2009). Music type groupers (MTG): generic music classification algorithms . Music Information Retrieval Evaluation eXchange (MIREX) extended abstract. Abstract