Sergio Oramas

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 31

Top Topics

Genre Classification

Domain Specific

Music Retrieval

Top Venues

Trans. Int. Soc. Music. Inf. Retr.

WWW (Companion Volume)

Publications

Andres Ferraro, Jaehun Kim, Sergio Oramas, Andreas F. Ehmann, Fabien Gouyon
Contrastive Learning for Cross-Modal Artist Retrieval. ISMIR (2023)
Andres Ferraro, Jaehun Kim, Sergio Oramas, Andreas F. Ehmann, Fabien Gouyon
Contrastive Learning for Cross-modal Artist Retrieval. CoRR (2023)
Matthew C. McCallum, Filip Korzeniowski, Sergio Oramas, Fabien Gouyon, Andreas F. Ehmann
Supervised and Unsupervised Learning of Audio Representations for Music Understanding. ISMIR (2022)
Matthew C. McCallum, Filip Korzeniowski, Sergio Oramas, Fabien Gouyon, Andreas F. Ehmann
Supervised and Unsupervised Learning of Audio Representations for Music Understanding. CoRR (2022)
Filip Korzeniowski, Sergio Oramas, Fabien Gouyon
Artist Similarity for Everyone: A Graph Neural Network Approach. Trans. Int. Soc. Music. Inf. Retr. 5 (1) (2022)
Sergio Oramas, Massimo Quadrana, Fabien Gouyon
Bootstrapping a Music Voice Assistant with Weak Supervision. NAACL-HLT (Industry Papers) (2021)
Filip Korzeniowski, Sergio Oramas, Fabien Gouyon
Artist Similarity with Graph Neural Networks. CoRR (2021)
Ching-Wei Chen, Rosie Jones, Zahra Nazari, Longqi Yang, Maria Eskevich, Gareth James Francis Jones, Sergio Oramas
PodRecs 2021: 2nd Workshop on Podcast Recommendations. RecSys (2021)
Filip Korzeniowski, Sergio Oramas, Fabien Gouyon
Artist Similarity Using Graph Neural Networks. ISMIR (2021)
Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra
Multimodal Metric Learning for Tag-Based Music Retrieval. ICASSP (2021)
Filip Korzeniowski, Oriol Nieto, Matthew McCallum, Minz Won, Sergio Oramas, Erik M. Schmidt
Mood Classification Using Listening Data. CoRR (2020)
Andres Ferraro, Sergio Oramas, Massimo Quadrana, Xavier Serra
Maximizing the Engagement: Exploring New Signals of Implicit Feedback in Music Recommendations. ComplexRec-ImpactRS@RecSys (2020)
Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra
Multimodal Metric Learning for Tag-based Music Retrieval. CoRR (2020)
Filip Korzeniowski, Oriol Nieto, Matthew McCallum, Minz Won, Sergio Oramas, Erik M. Schmidt
Mood Classification Using Listening Data. ISMIR (2020)
Dmitry Bogdanov, Alastair Porter, Hendrik Schreiber, Julián Urbano, Sergio Oramas
The AcousticBrainz Genre Dataset: Multi-Source, Multi-Level, Multi-Label, and Large-Scale. ISMIR (2019)
Sergio Oramas, Francesco Barbieri, Oriol Nieto, Xavier Serra
Multimodal Deep Learning for Music Genre Classification. Trans. Int. Soc. Music. Inf. Retr. 1 (1) (2018)
Sergio Oramas, Luis Espinosa Anke, Francisco Gómez, Xavier Serra
Natural Language Processing for Music Knowledge Discovery. CoRR (2018)
Sergio Oramas, Dmitry Bogdanov, Alastair Porter
MediaEval 2018 AcousticBrainz Genre Task: A Baseline Combining Deep Feature Embeddings Across Datasets. MediaEval (2018)
José Camacho-Collados, Claudio Delli Bovi, Luis Espinosa Anke, Sergio Oramas, Tommaso Pasini, Enrico Santus, Vered Shwartz, Roberto Navigli, Horacio Saggion
SemEval-2018 Task 9: Hypernym Discovery. SemEval@NAACL-HLT (2018)
René Speck, Michael Röder, Sergio Oramas, Luis Espinosa Anke, Axel-Cyrille Ngonga Ngomo
Open Knowledge Extraction Challenge 2017. SemWebEval@ESWC (2017)
Sergio Oramas, Oriol Nieto, Francesco Barbieri, Xavier Serra
Multi-Label Music Genre Classification from Audio, Text and Images Using Deep Features. ISMIR (2017)
Sergio Oramas, Oriol Nieto, Mohamed Sordo, Xavier Serra
A Deep Multimodal Approach for Cold-start Music Recommendation. CoRR (2017)
Luis Espinosa Anke, Sergio Oramas, Horacio Saggion, Xavier Serra
ELMDist: A Vector Space Model with Words and MusicBrainz Entities. ESWC (Satellite Events) (2017)
Sergio Oramas, Oriol Nieto, Mohamed Sordo, Xavier Serra
A Deep Multimodal Approach for Cold-start Music Recommendation. DLRS@RecSys (2017)
Eduardo Fonseca, Jordi Pons, Xavier Favory, Frederic Font, Dmitry Bogdanov, Andres Ferraro, Sergio Oramas, Alastair Porter, Xavier Serra
Freesound Datasets: A Platform for the Creation of Open Audio Datasets. ISMIR (2017)
Sergio Oramas, Oriol Nieto, Francesco Barbieri, Xavier Serra
Multi-label Music Genre Classification from Audio, Text, and Images Using Deep Features. CoRR (2017)
Sergio Oramas, Vito Claudio Ostuni, Tommaso Di Noia, Xavier Serra, Eugenio Di Sciascio
Sound and Music Recommendation with Knowledge Graphs. ACM Trans. Intell. Syst. Technol. 8 (2) (2017)
Sergio Oramas, Luis Espinosa Anke, Mohamed Sordo, Horacio Saggion, Xavier Serra
ELMD: An Automatically Generated Entity Linking Gold Standard Dataset in the Music Domain. LREC (2016)
Sergio Oramas, Luis Espinosa Anke, Mohamed Sordo, Horacio Saggion, Xavier Serra
Information extraction for knowledge base construction in the music domain. Data Knowl. Eng. 106 (2016)
Sergio Oramas, Luis Espinosa Anke, Aonghus Lawlor, Xavier Serra, Horacio Saggion
Exploring Customer Reviews for Music Genre Classification and Evolutionary Studies. ISMIR (2016)
Luis Espinosa Anke, Sergio Oramas, José Camacho-Collados, Horacio Saggion
Finding and Expanding Hypernymic Relations in the Music Domain. CCIA (2016)
Mohamed Sordo, Sergio Oramas, Luis Espinosa Anke
Extracting Relations from Unstructured Text Sources for Music Recommendation. NLDB (2015)
Sergio Oramas, Mohamed Sordo, Luis Espinosa Anke, Xavier Serra
A Semantic-Based Approach for Artist Similarity. ISMIR (2015)
Vito Claudio Ostuni, Tommaso Di Noia, Eugenio Di Sciascio, Sergio Oramas, Xavier Serra
A Semantic Hybrid Approach for Sound Recommendation. WWW (Companion Volume) (2015)
Sergio Oramas, Mohamed Sordo, Luis Espinosa Anke
A Rule-Based Approach to Extracting Relations from Music Tidbits. WWW (Companion Volume) (2015)
Sergio Oramas, Francisco Gómez, Emilia Gómez, Joaquín Mora
FlaBase: Towards the Creation of a Flamenco Music Knowledge Base. ISMIR (2015)
Sergio Oramas
Harvesting and Structuring Social Data in Music Information Retrieval. ESWC (2014)
Frederic Font, Sergio Oramas, György Fazekas, Xavier Serra
Extending Tagging Ontologies with Domain Specific Knowledge. ISWC (Posters & Demos) (2014)
Aggelos Pikrakis, Francisco Gómez, Sergio Oramas, José Miguel Díaz-Báñez, Joaquín Mora, Francisco Escobar-Borrego, Emilia Gómez, Justin Salamon
Tracking Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings. ISMIR (2012)