Welcome to the UPF Digital Repository

Browsing Informes (Departament de Tecnologies de la Informació i les Comunicacions) by Author "Alonso Jiménez, Pablo"

Browsing Informes (Departament de Tecnologies de la Informació i les Comunicacions) by Author "Alonso Jiménez, Pablo"

Sort by: Order: Results:

  • Alonso Jiménez, Pablo; Serra, Xavier; Bogdanov, Dmitry (2023-10-03)
    In this work, we address music representation learning using convolution-free transformers. We build on top of existing spectrogram-based audio transformers such as AST and train our models on a supervised task using ...
  • Correya, Albin Andrew; Bogdanov, Dmitry; Alonso Jiménez, Pablo; Serra, Xavier (2023-01-10)
    We present Essentia API, a web API to access a collection of state-of-the-art music audio analysis and description algorithms based on Essentia, an open-source library and machine learning (ML) models for audio and music ...
  • Alonso Jiménez, Pablo; Pepino, Leonardo; Batlle-Roca, Roser; Zinemanas, Pablo; Bogdanov, Dmitry; Serra, Xavier; Rocamora, Martín (Institute of Electrical and Electronics Engineers (IEEE), 2024)
    We present PECMAE an interpretable model for music audio classification based on prototype learning. Our model is based on a previous method, APNet, which jointly learns an autoencoder and a prototypical network. Instead, ...

Search DSpace


Advanced Search

Browse

My Account

In collaboration with Compliant to Partaking