Jordi Pons
TítuloCitado porAño
A Wavenet for speech denoising
D Rethage, J Pons, X Serra
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018
972018
Experimenting with musically motivated convolutional neural networks
J Pons, T Lidy, X Serra
International Workshop on Content-Based Multimedia Indexing (CBMI), 1-6, 2016
762016
Freesound Datasets: a platform for the creation of open audio datasets
E Fonseca, J Pons, X Favory, F Font, D Bogdanov, A Ferraro, S Oramas, ...
International Society for Music Information Retrieval Conference (ISMIR), 2017
552017
Timbre analysis of music audio signals with convolutional neural networks
J Pons, O Slizovskaia, E Gómez Gutiérrez, X Serra
European Signal Processing Conference (EUSIPCO), 2813-7, 2017
492017
Designing efficient architectures for modeling temporal features with convolutional neural networks
J Pons, X Serra
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017
472017
General-purpose tagging of freesound audio with audioset labels: Task description, dataset, and baseline
E Fonseca, M Plakal, F Font, DPW Ellis, X Favory, J Pons, X Serra
DCASE Workshop, 2018
442018
End-to-end learning for music audio tagging at scale
J Pons, O Nieto, M Prockup, E Schmidt, A Ehmann, X Serra
International Society for Music Information Retrieval Conference (ISMIR), 2018
402018
On automatic drum transcription using non-negative matrix deconvolution and itakura saito divergence
A Roebel, J Pons, M Liuni, M Lagrange
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015
292015
Remixing music using source separation algorithms to improve the musical experience of cochlear implant users
J Pons, J Janer, T Rode, W Nogueira
The Journal of the Acoustical Society of America 140 (6), 4338-4349, 2016
202016
Randomly weighted CNNs for (music) audio classification
J Pons, X Serra
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019
172019
Score-informed syllable segmentation for a capella singing voice with convolutional neural networks
J Pons, R Gong, X Serra
International Society for Music Information Retrieval Conference (ISMIR), 2017
92017
End-to-end music source separation: is it possible in the waveform domain?
F Lluis, J Pons, X Serra
Interspeech, 2019
72019
Training neural audio classifiers with few data
J Pons, J Serrà, X Serra
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019
52019
Audio to score matching by combining phonetic and duration information
R Gong, J Pons, X Serra
International Society for Music Information Retrieval Conference (ISMIR), 2017
42017
Deep neural networks for music and audio tagging
J Pons
PhD Thesis. Music Technology Group, Universitat Pompeu Fabra., 2019
2019
musicnn: Pre-trained convolutional neural networks for music audio tagging
J Pons, X Serra
Late breaking/demo session of the International Society for Music …, 2019
2019
Music remixing using source separation to improve cochlear implant users music perception
J Pons
Master Thesis. Music Technology Group, Universitat Pompeu Fabra, 2015
2015
Automatic drums transcription for polyphonic music using non-negative matrix factor deconvolution
J Pons
Undergraduate Thesis. ETSETB, Universitat Politècnica de Catalunya, 2014
2014
Deep neural networks for music and audio tagging
J Pons Puig
Universitat Pompeu Fabra, 0
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Artículos 1–19