Jordi Pons

According to our database, Jordi Pons authored at least 43 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Scaling Transformers for Low-Bitrate High-Quality Speech Coding.

Julian D. Parker, Anton Smirnov, Jordi Pons, CJ Carr, Zack Zukowski, Zach Evans, Xubo Liu

CoRR, 2024

Stable Audio Open.

Zach Evans, Julian D. Parker, CJ Carr, Zack Zukowski, Josiah Taylor, Jordi Pons

CoRR, 2024

Long-form music generation with latent diffusion.

Zach Evans, Julian D. Parker, CJ Carr, Zack Zukowski, Josiah Taylor, Jordi Pons

CoRR, 2024

Fast Timing-Conditioned Latent Audio Diffusion.

Zach Evans, CJ Carr, Josiah Taylor, Scott H. Hawley, Jordi Pons

Proceedings of the Forty-first International Conference on Machine Learning, 2024

GASS: Generalizing Audio Source Separation with Large-Scale Data.

Jordi Pons, Xiaoyu Liu, Santiago Pascual, Joan Serrà

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Towards Robust Image-in-Audio Deep Steganography.

Jaume Ros, Margarita Geleta, Jordi Pons, Xavier Giró-i-Nieto

CoRR, 2023

CLIPSonic: Text-to-Audio Synthesis with Unlabeled Videos and Pretrained Language-Vision Models.

Hao-Wen Dong, Xiaoyu Liu, Jordi Pons, Gautam Bhattacharya, Santiago Pascual, Joan Serrà, Taylor Berg-Kirkpatrick, Julian J. McAuley

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Mono-to-Stereo Through Parametric Stereo Generation.

Joan Serrà, Davide Scaini, Santiago Pascual, Daniel Arteaga, Jordi Pons, Jeroen Breebaart, Giulio Cengarle

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Adversarial Permutation Invariant Training for Universal Sound Separation.

Emilian Postolache, Jordi Pons, Santiago Pascual, Joan Serrà

Proceedings of the IEEE International Conference on Acoustics, 2023

Full-Band General Audio Synthesis with Score-Based Diffusion.

Santiago Pascual, Gautam Bhattacharya, Chunghsin Yeh, Jordi Pons, Joan Serrà

Proceedings of the IEEE International Conference on Acoustics, 2023

Upsampling Layers for Music Source Separation.

Jordi Pons, Joan Serrà, Santiago Pascual, Giulio Cengarle, Daniel Arteaga, Davide Scaini

Proceedings of the 31st European Signal Processing Conference, 2023

2022

FSD50K: An Open Dataset of Human-Labeled Sound Events.

Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Universal Speech Enhancement with Score-based Diffusion.

Joan Serrà, Santiago Pascual, Jordi Pons, R. Oguz Araz, Davide Scaini

CoRR, 2022

PodcastMix: A dataset for separating music and speech in podcasts.

Nicolás Schmidt, Jordi Pons, Marius Miron

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

On Loss Functions and Evaluation Metrics for Music Source Separation.

Enric Gusó, Jordi Pons, Santiago Pascual, Joan Serrà

Proceedings of the IEEE International Conference on Acoustics, 2022

Pixinwav: Residual Steganography for Hiding Pixels in Audio.

Margarita Geleta, Cristina Punti, Kevin McGuinness, Jordi Pons, Cristian Canton, Xavier Giró-i-Nieto

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

On tuning consistent annealed sampling for denoising score matching.

Joan Serrà, Santiago Pascual, Jordi Pons

CoRR, 2021

Adversarial Auto-Encoding for Packet Loss Concealment.

Santiago Pascual, Joan Serrà, Jordi Pons

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

Automatic Multitrack Mixing With A Differentiable Mixing Console Of Neural Audio Effects.

Christian J. Steinmetz, Jordi Pons, Santiago Pascual, Joan Serrà

Proceedings of the IEEE International Conference on Acoustics, 2021

SESQA: Semi-Supervised Learning for Speech Quality Assessment.

Joan Serrà, Jordi Pons, Santiago Pascual

Proceedings of the IEEE International Conference on Acoustics, 2021

Upsampling Artifacts in Neural Audio Synthesis.

Jordi Pons, Santiago Pascual, Giulio Cengarle, Joan Serrà

Proceedings of the IEEE International Conference on Acoustics, 2021

On Permutation Invariant Training For Speech Source Separation.

Xiaoyu Liu, Jordi Pons

Proceedings of the IEEE International Conference on Acoustics, 2021

Multichannel-based Learning for Audio Object Extraction.

Daniel Arteaga, Jordi Pons

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

FSD50K.

Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra

Dataset, October, 2020

An Empirical Study of Conv-Tasnet.

Berkan Kadioglu, Michael Horgan, Xiaoyu Liu, Jordi Pons, Dan Darcy, Vivek Kumar

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Tensorflow Audio Models in Essentia.

Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

FSDKaggle2018.

Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Manoj Plakal, Daniel P. W. Ellis, Xavier Serra

Dataset, January, 2019

Deep neural networks for music and audio tagging.

Jordi Pons

PhD thesis, 2019

musicnn: Pre-trained convolutional neural networks for music audio tagging.

Jordi Pons, Xavier Serra

CoRR, 2019

End-to-End Music Source Separation: Is it Possible in the Waveform Domain?

Francesc Lluís, Jordi Pons, Xavier Serra

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Training Neural Audio Classifiers with Few Data.

Jordi Pons, Joan Serrà, Xavier Serra

Proceedings of the IEEE International Conference on Acoustics, 2019

Randomly Weighted CNNs for (Music) Audio Classification.

Jordi Pons, Xavier Serra

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

End-to-end Learning for Music Audio Tagging at Scale.

Jordi Pons, Oriol Nieto, Matthew Prockup, Erik M. Schmidt, Andreas F. Ehmann, Xavier Serra

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

A Wavenet for Speech Denoising.

Dario Rethage, Jordi Pons, Xavier Serra

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

General-purpose tagging of Freesound audio with AudioSet labels: task description, dataset, and baseline.

Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Favory, Jordi Pons, Xavier Serra

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018

2017

Score-Informed Syllable Segmentation for A Cappella Singing Voice with Convolutional Neural Networks.

Jordi Pons, Rong Gong, Xavier Serra

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Audio to Score Matching by Combining Phonetic and Duration Information.

Rong Gong, Jordi Pons, Xavier Serra

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Freesound Datasets: A Platform for the Creation of Open Audio Datasets.

Eduardo Fonseca, Jordi Pons, Xavier Favory, Frederic Font, Dmitry Bogdanov, Andres Ferraro, Sergio Oramas, Alastair Porter, Xavier Serra

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Designing efficient architectures for modeling temporal features with convolutional neural networks.

Jordi Pons, Xavier Serra

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Timbre analysis of music audio signals with convolutional neural networks.

Jordi Pons, Olga Slizovskaia, Rong Gong, Emilia Gómez, Xavier Serra

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Experimenting with musically motivated convolutional neural networks.

Jordi Pons, Thomas Lidy, Xavier Serra

Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

2015

On automatic drum transcription using non-negative matrix deconvolution and itakura saito divergence.

Axel Roebel, Jordi Pons, Marco Liuni, Mathieu Lagrange

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2010

La Evaluación de Competencias en los Trabajos Fin de Estudios.

Elena Valderrama, Mercè Rullán-Ayza, Fermín Sánchez, Jordi Pons, Claudi Mans i Teixidó, Francesc Giné, Gonzalo Seco, Laureà Jiménez, Enric Peig, Julián Carrera, Asunción Moreno, Jordi García, Julio Pérez, Ramón Vilanova, Fernando Cores, Josep Maria Renau, Javier Tejero, Jesús Bisbal

Rev. Iberoam. de Tecnol. del Aprendiz., 2010