1 code implementation • 14 Feb 2024 • Pablo Alonso-Jiménez, Leonardo Pepino, Roser Batlle-Roca, Pablo Zinemanas, Dmitry Bogdanov, Xavier Serra, Martín Rocamora
APNet allows prototypes' reconstruction to waveforms for interpretability relying on the nearest training data samples.
1 code implementation • 10 Dec 2023 • Christos Plachouras, Pablo Alonso-Jiménez, Dmitry Bogdanov
Music Information Retrieval (MIR) research is increasingly leveraging representation learning to obtain more compact, powerful music audio representations for various downstream MIR tasks.
1 code implementation • 22 Jul 2022 • Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra
Prototype Generation (PG) methods are typically considered for improving the efficiency of the $k$-Nearest Neighbour ($k$NN) classifier when tackling high-size corpora.
no code implementations • 16 Mar 2020 • Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra
Essentia is a reference open-source C++/Python library for audio and music analysis.