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 Oramas, Sergio
2019
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
2018
Oramas, S. , Bogdanov D. , & Porter A. (2018). MediaEval 2018 AcousticBrainz Genre Task: A baseline combining deep feature embeddings across datasets . MediaEval 2018 Workshop.
Oramas, S. , Espinosa-Anke L. , Gómez F. , & Serra X. (2018). Natural Language Processing for Music Knowledge Discovery . Journal of New Music Research. 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
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
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
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
Oramas, S. (2017). Knowledge Extraction and Representation Learning for Music Recommendation and Classification . Department of Information and Communication Technologies. 203. Abstract
Speck, R. , Röder M. , Oramas S. , Espinosa-Anke L. , & Ngonga Ngomo A. (2017). Open Knowledge Extraction Challenge 2017 . Extended Semantic Web Conference (ESWC 2017).
Speck, R. , Röder M. , Oramas S. , Espinosa-Anke L. , & Ngonga Ngomo A. (2017). Open Knowledge Extraction Challenge 2017 . Extended Semantic Web Conference (ESWC 2017). Abstract
2016
Oramas, S. , Espinosa-Anke L. , Sordo M. , Saggion H. , & Serra X. (2016). ELMD: An Automatically Generated Entity Linking Gold Standard Dataset in the Music Domain . Language Resources and Evaluation Conference (LREC 2016). 3312-3317. Abstract
Espinosa-Anke, L. , Oramas S. , Camacho-Collados J. , & Saggion H. (2016). Finding and Expanding Hypernymic Relations in the Music Domain . 19th International Conference of the Catalan Association for Artificial Intelligence (CCIA). Abstract
Oramas, S. , Espinosa-Anke L. , Sordo M. , Saggion H. , & Serra X. (2016). Information Extraction for Knowledge Base Construction in the Music Domain . Data & Knowledge Engineering. 106, 70-83. Abstract
Oramas, S. , & Sordo M. (2016). Knowledge Is Out There: A New Step in the Evolution of Music Digital Libraries . Fontes Artis Musicae. 63 (4), 285-298. 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
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
2015
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
Oramas, S. , & Sordo M. (2015). Knowledge Acquisition from Music Digital Libraries . International Association of Music Libraries and International Musicological Society IAML/IMS Conference. Abstract
Oramas, S. , Sordo M. , & Espinosa-Anke L. (2015). A Rule-Based Approach to Extracting Relations from Music Tidbits . 2nd Workshop on Knowledge Extraction from Text, WWW 2015. Abstract
Ostuni, V. C. , Oramas S. , Di Noia T. , Serra X. , & Di Sciascio E. (2015). A Semantic Hybrid Approach for Sound Recommendation . 24th International World Wide Web Conference (WWW 2015). Abstract
Sordo, M. , Oramas S. , & Espinosa-Anke L. (2015). Extracting Relations from Unstructured Text Sources for Music Recommendation . 20th International Conference on Applications of Natural Language to Information Systems. Abstract
Oramas, S. , Gómez F. , Gómez E. , & Mora J. (2015). FlaBase: Towards the Creation of a Flamenco Music Knowledge Base . 16th International Society for Music Information Retrieval Conference. Abstract
2014
Oramas, S. (2014). Harvesting and Structuring Social Data in Music Information Retrieval . Extended Semantic Web Conference (ESWC 2014). Abstract
Font, F. , Oramas S. , Fazekas G. , & Serra X. (2014). Extending Tagging Ontologies with Domain Specific Knowledge . International Semantic Web Conference. 209-2012. Abstract
Oramas, S. , Sordo M. , & Serra X. (2014). Automatic Creation of Knowledge Graphs from Digital Musical Document Libraries . Conference in Interdisciplinary Musicology. Abstract
Tizón, M. , Gómez F. , & Oramas S. (2014). Does Always the Phrygian Mode Elicit Responses of Negative Valence? . 4th International Workshop on Folk Music Analysis (FMA). Abstract
2013
Tizón, M. , Gómez F. , & Oramas S. (2013). Perceived Emotions in Phrygian Mode In Musically Trained Children . 3rd International Conference in Music & Emotion. Abstract
2012
Gómez, P. , Pikrakis A. , Mora J. , Díaz-Báñez J. M. , Gómez E. , Escobar Borrego F. , et al. (2012). Automatic Detection of Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings . III Interdisciplinary Conference on Flamenco Research (INFLA) and II International Workshop of Folk Music Analysis (FMA). Abstract
Pikrakis, A. , Gómez F. , Oramas S. , Díaz-Báñez J. M. , Mora J. , Escobar Borrego F. , et al. (2012). Tracking Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings . 13th International Society for Music Information Retrieval Conference (ISMIR 2012). Abstract
Oramas, S. , & Cornelis O. (2012). Past, Present and Future in Ethnomusicology: The Computational challenge . ISMIR late breaking demo session, 13th International Society of Music Information Retrieval. Abstract