Browsing by Author "Font Corbera, Frederic"

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  • An Interpretable deep learning model for automatic sound classification
    Zinemanas, Pablo; Rocamora, Martín; Miron, Marius; Font Corbera, Frederic; Serra, Xavier (MDPI, 2021)
    Deep learning models have improved cutting-edge technologies in many research areas, but their black-box structure makes it difficult to understand their inner workings and the rationale behind their predictions. This may ...
  • Analysis of the folksonomy of freesound
    Font Corbera, Frederic; Serra, Xavier (Universitat Pompeu Fabra, 2012)
    User generated content shared in online communities is often described using collaborative tagging systems where users assign labels to content resources. As a result, a folksonomy emerges that relates a number of tags ...
  • Analysis of the impact of a tag recommendation system in a real-world folksonomy
    Font Corbera, Frederic; Serrà Julià, Joan; Serra, Xavier (ACM Association for Computer Machinery, 2015)
    Collaborative tagging systems have emerged as a successful solution for annotating contributed resources to online sharing platforms, facilitating searching, browsing, and organizing their contents. To aid users in the ...
  • Audio clip classification using social tags and the effect of tag expansion
    Font Corbera, Frederic; Serrà Julià, Joan; Serra, Xavier (Audio Engineering Society, 2014)
    Methods for automatic sound and music classification are of great value when trying to organise the large amounts of unstructured, user-contributed audio content uploaded to online sharing platforms. Currently, most of ...
  • Audio Commons: Bringing Creative Commons audio content to the creative industries
    Font Corbera, Frederic; Brookes, Tim; Fazekas, George; Guerber, Martin; La Burthe, Amaury; Plans, David; Plumbley, Mark D.; Shaashua, Meir; Wang, Wenwu; Serra, Xavier (Audio Engineering Society, 2016)
    Significant amounts of user-generated audio content, such as sound effects, musical samples and music pieces, are uploaded to online repositories and made available under open licenses. Moreover, a constantly increasing ...
  • Automatic characterization and generation of music loops and instrument samples for electronic music production
    Ramires, António (Universitat Pompeu Fabra, 2023-02-15)
    Repurposing audio material to create new music - also known as sampling - was a foundation of electronic music and is a fundamental component of this practice. Currently, large-scale databases of audio offer vast collections ...
  • Characterization of the freesound online community
    Font Corbera, Frederic; Roma Trepat, Gerard; Herrera Boyer, Perfecto, 1964-; Serra, Xavier (Institute of Electrical and Electronics Engineers (IEEE), 2012)
    There are many online communities with membergenerated and openly available multimedia content. Their success/ndepends on having active contributing users and on producing useful content. With this criterion, the community ...
  • Class-based tag recommendation and user-based evaluation in online audio clip sharing
    Font Corbera, Frederic; Serrà Julià, Joan; Serra, Xavier (Elsevier, 2014)
    Online sharing platforms often rely on collaborative tagging systems for annotating content. In this way, users themselves annotate and describe the shared contents using textual labels, commonly called tags. These annotations ...
  • DCASE-models: a Python library for computational environmental sound analysis using deep-learning models
    Zinemanas, Pablo; Hounie, Ignacio; Cancela, Pablo; Font Corbera, Frederic; Rocamora, Martín; Serra, Xavier (Detection and Classication of Acoustic Scenes and Events (DCASE), 2020)
    This document presents DCASE-models, an open–source Python library for rapid prototyping of environmental sound analysis systems, with an emphasis on deep–learning models. Together with a collection of functions for ...
  • Extending sound sample descriptions through the extraction of community knowledge
    Font Corbera, Frederic; Serra, Xavier (Springer, 2011)
    Sound and music online services driven by communities of users are filled with large amounts of user-created content that has to be properly described. In these services, typical sound and music modeling is performed using ...
  • Extending tagging ontologies with domain specific knowledge
    Font Corbera, Frederic; Oramas, Sergio; Fazekas, György; Serra, Xavier (CEUR Workshop Proceedings, 2014)
    Currently proposed tagging ontologies are mostly focused on the definition of a common schema for representing the agents involved in a tagging process. In this paper we describe preliminary research around the idea of ...
  • Facilitating the manual annotation of sounds when using large taxonomies
    Favory, Xavier; Fonseca, Eduardo; Font Corbera, Frederic; Serra, Xavier (FRUCT, 2018)
    Properly annotated multimedia content is crucial for supporting advances in many Information Retrieval applications. It enables, for instance, the development of automatic tools for the annotation of large and diverse ...
  • Folksonomy-based tag recommendation for collaborative tagging systems
    Font Corbera, Frederic; Serrà Julià, Joan; Serra, Xavier (IGI Global, 2013)
    Collaborative tagging has emerged as a common solution for labelling and organising online digital content. However, collaborative tagging systems typically suffer from a number of issues such as tag scarcity or ambiguous ...
  • Folksonomy-based tag recommendation for online audio clip sharing
    Font Corbera, Frederic; Serrà Julià, Joan; Serra, Xavier (International Society for Music Information Retrieval (ISMIR), 2012)
    Collaborative tagging has emerged as an efficient way to/nsemantically describe online resources shared by a community/nof users. However, tag descriptions present some/ndrawbacks such as tag scarcity or concept ...
  • Freesound 2: An improved platform for sharing audio clips
    Akkermans, Vincent; Font Corbera, Frederic; Funollet, Jordi; de Jong, Bram; Roma Trepat, Gerard; Togias, Stelios; Serra, Xavier (International Society for Music Information Retrieval (ISMIR), 2011)
    Freesound.org is an online collaborative sound database where people from different disciplines share recorded sound clips under Creative Commons licenses. It was started in 2005 and it is being further developed by the ...
  • Freesound datasets: a platform for the creation of open audio datasets
    Fonseca, Eduardo; Pons Puig, Jordi; Favory, Xavier; Font Corbera, Frederic; Bogdanov, Dmitry; Ferraro, Andrés; Oramas, Sergio; Porter, Alastair; Serra, Xavier (International Society for Music Information Retrieval (ISMIR), 2017)
    Openly available datasets are a key factor in the advancement of data-driven research approaches, including many of the ones used in sound and music computing. In the last few years, quite a number of new audio datasets ...
  • Freesound explorer: make music while discovering freesound!
    Bandiera, Giuseppe; Font Corbera, Frederic (2017)
    Freesound Explorer is a visual interface for exploring Freesound content in a two-dimensional space and creating music by linking content in that space. Freesound Explorer is implemented as a web application which takes ...
  • The Freesound Loop dataset and annotation tool
    Ramires, António; Font Corbera, Frederic; Bogdanov, Dmitry; Smith, Jordan B. L.; Yang, Yi-Hsuan; Ching, Joann; Chen, Bo-Yu; Wu, Yueh-Kao; Wei-Han, Hsu; Serra, Xavier (International Society for Music Information Retrieval (ISMIR), 2020)
    Music loops are essential ingredients in electronic music production, and there is a high demand for pre-recorded loops in a variety of styles. Several commercial and community databases have been created to meet this ...
  • Freesound technical demo
    Font Corbera, Frederic; Roma Trepat, Gerard; Serra, Xavier (ACM Association for Computer Machinery, 2013)
    Freesound is an online collaborative sound database where people with diverse interests share recorded sound samples under Creative Commons licenses. It was started in 2005 and it is being maintained to support diverse ...
  • General-purpose tagging of Freesound audio with audioSet labels: task description, dataset, and baseline
    Fonseca, Eduardo; Plakal, Manoj; Font Corbera, Frederic; Ellis, Daniel P. W.; Favory, Xavier; Pons Puig, Jordi; Serra, Xavier (Tampere University of Technology, 2018)
    This paper describes Task 2 of the DCASE 2018 Challenge, titled “General-purpose audio tagging of Freesound content with AudioSet labels”. This task was hosted on the Kaggle platform as “Freesound General-Purpose Audio ...