Browsing by Author "Font, Frederic"

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  • Fonseca, Eduardo; Favory, Xavier; Pons, Jordi; Font, Frederic; Serra, Xavier (Institute of Electrical and Electronics Engineers (IEEE), 2022)
    Most existing datasets for sound event recognition (SER) are relatively small and/or domain-specific, with the exception of AudioSet, based on over 2 M tracks from YouTube videos and encompassing over 500 sound classes. ...
  • Font, Frederic (ACM Association for Computer Machinery, 2021)
    SOURCE is an open-source hardware music sampler powered by Freesound’s collection of near 500k Creative Commons sounds contributed by a community of thousands of people around the world. SOURCE provides a hardware ...
  • Turchet, Luca; Lagrange, Mathieu; Rottondi, Cristina; Fazekas, George; Peters, Nils; Østergaard, Jan; Font, Frederic; Backström, Tom; Fischione, Carlo (Institute of Electrical and Electronics Engineers (IEEE), 2023)
    Current sound-based practices and systems developed in both academia and industry point to convergent research trends that bring together the field of Sound and Music Computing with that of the Internet of Things. This ...
  • Zinemanas, Pablo; Rocamora, Martín; Fonseca, Eduardo; Font, Frederic; Serra, Xavier (Universitat Pompeu Fabra. Music Technology Group, 2021)
    Understanding the reasons behind the predictions of deep neural networks is a pressing concern as it can be critical in several application scenarios. In this work, we present a novel interpretable model for polyphonic ...
  • Fonseca, Eduardo (Universitat Pompeu Fabra, 2022-01-11)
    The automatic recognition of sound events has gained attention in the past few years, motivated by emerging applications in fields such as healthcare, smart homes, or urban planning. When the work for this thesis started, ...

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