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Browsing Informes (Departament de Tecnologies de la Informació i les Comunicacions) by Author "Miron, Marius"

Browsing Informes (Departament de Tecnologies de la Informació i les Comunicacions) by Author "Miron, Marius"

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  • A diffusion-inspired training strategy for singing voice extraction in the waveform domain
    Plaja-Roglans, Genís; Miron, Marius; Serra, Xavier (2022-09-22)
    Notable progress in music source separation has been achieved using multi-branch networks that operate on both temporal and spectral domains. However, such networks tend to be complex and heavy-weighted. In this work, we ...
  • BAF: an audio fingerprinting dataset for broadcast monitoring
    Cortès, Guillem; Ciurana, Alex; Molina, Emilio; Miron, Marius; Meyers, Owen; Six, Joren; Serra, Xavier (2022-09-21)
    Audio Fingerprinting (AFP) is a well-studied problem in music information retrieval for various use-cases e.g. content-based copy detection, DJ-set monitoring, and music excerpt identification. However, AFP for ...
  • Note level midi velocity estimation for piano performance
    Kim, Hyon; Miron, Marius; Serra, Xavier (2023-01-16)
    Piano is one of the most popular music instruments. During the piano performance, loudness is an important factor for expressiveness, alongside tempo, changes in dynamics play with expectation, convey various emotions, ...
  • Score-Informed MIDI Velocity Estimation for Piano Performance by FiLM Conditioning
    Kim, Hyon; Miron, Marius; Serra, Xavier (2023-05-12)
    Piano is one of the most popular instruments among people that learn to play music. When playing the piano, the level of loudness is crucial for expressing emotions as well as manipulating tempo. These elements convey ...

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