Journal article:

Conference papers (under review!):

Conference papers (peer-reviewed):

  • Jordi Pons, Rong Gong & Xavier Serra (2017, October). Score-informed syllable segmentation for a capella singing voice with convolutional neural networks. In 18th International Society for Music Information Retrieval Conference (ISMIR2017).
  • Rong Gong, Jordi Pons & Xavier Serra (2017,October). Audio to score matching by combining phonetic and duration information. In 18th International Society for Music Information Retrieval Conference (ISMIR2017).
  • Eduardo Fonseca, Jordi Pons, Xavier Favory, Frederic Font, Dmitry Bogdanov, Andres Ferraro, Sergio Oramas, Alastair Porter & Xavier Serra (2017, October). Freesound Datasets: A platform for the creation of open audio datasets. In 18th International Society for Music Information Retrieval Conference (ISMIR2017).
  • Jordi Pons, Olga Slizovskaia, Rong Gong, Emilia Gómez & Xavier Serra (2017, September). Timbre Analysis of Music Audio Signals with Convolutional Neural Networks. In 25th European Signal Processing Conference (EUSIPCO2017). Publisher: IEEE. [code1] [code2] [code3] [arXiv]
  • Jordi Pons & Xavier Serra (2017, March). Designing efficient architectures for modeling temporal features with convolutional neural networks. In (ICASSP2017). Publisher: IEEE. [code] [MTG] [paper]
  • Jordi Pons, Thomas Lidy & Xavier Serra (2016, June). Experimenting with musically motivated convolutional neural networks. In 14th International Workshop on Content-Based Multimedia Indexing (CBMI2016). Publisher: IEEE. [code] [MTG] [paper]
  • Axel Roebel, Jordi Pons, Marco Liuni & Mathieu Lagrange (2015, April). On automatic drum transcription using non-negative matrix deconvolution and itakura saito divergence. In IEEE International Conference Acoustics, Speech and Signal Processing (ICASSP2015) on pp. 414-418. Publisher: IEEE.

Thesis:

Media:

  • Deep learning, a technique that also contributes to music technology. [link]