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Jordi Pons
Jordi Pons
Stability AI
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A Wavenet for speech denoising
D Rethage, J Pons, X Serra
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018
5432018
Fsd50k: an open dataset of human-labeled sound events
E Fonseca, X Favory, J Pons, F Font, X Serra
IEEE/ACM Transactions on Audio, Speech, and Language Processing 30, 829-852, 2021
4502021
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
2692017
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
2512018
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
2022018
Experimenting with musically motivated convolutional neural networks
J Pons, T Lidy, X Serra
International Workshop on Content-Based Multimedia Indexing (CBMI), 1-6, 2016
2012016
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
1642017
Randomly weighted CNNs for (music) audio classification
J Pons, X Serra
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019
1192019
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
1132019
End-to-end music source separation: Is it possible in the waveform domain?
F Lluís, J Pons, X Serra
arXiv preprint arXiv:1810.12187, 2018
912018
Universal speech enhancement with score-based diffusion
J Serrà, S Pascual, J Pons, RO Araz, D Scaini
arXiv preprint arXiv:2206.03065, 2022
882022
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
852017
Training neural audio classifiers with few data
J Pons, J Serrà, X Serra
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019
772019
Upsampling artifacts in neural audio synthesis
J Pons, S Pascual, G Cengarle, J Serrà
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
702021
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
692016
Automatic multitrack mixing with a differentiable mixing console of neural audio effects
CJ Steinmetz, J Pons, S Pascual, J Serra
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
562021
An empirical study of Conv-TasNet
B Kadioglu, M Horgan, X Liu, J Pons, D Darcy, V Kumar
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020
53*2020
SESQA: semi-supervised learning for speech quality assessment
J Serrà, J Pons, S Pascual
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
522021
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
432015
Fast timing-conditioned latent audio diffusion
Z Evans, CJ Carr, J Taylor, SH Hawley, J Pons
arXiv preprint arXiv:2402.04825, 2024
422024
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