Jordi Pons

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 64

Top Topics

Source Separation

Convolutional Neural Networks

Speech Enhancement

Top Venues

Publications

Zach Evans, Julian D. Parker, CJ Carr, Zack Zukowski, Josiah Taylor, Jordi Pons
Stable Audio Open. CoRR (2024)
Zach Evans, Julian D. Parker, CJ Carr, Zack Zukowski, Josiah Taylor, Jordi Pons
Long-form music generation with latent diffusion. CoRR (2024)
Jordi Pons, Xiaoyu Liu, Santiago Pascual, Joan Serrà
GASS: Generalizing Audio Source Separation with Large-Scale Data. ICASSP (2024)
Zach Evans, CJ Carr, Josiah Taylor, Scott H. Hawley, Jordi Pons
Fast Timing-Conditioned Latent Audio Diffusion. CoRR (2024)
Hao-Wen Dong, Xiaoyu Liu, Jordi Pons, Gautam Bhattacharya, Santiago Pascual, Joan Serrà, Taylor Berg-Kirkpatrick, Julian J. McAuley
CLIPSonic: Text-to-Audio Synthesis with Unlabeled Videos and Pretrained Language-Vision Models. WASPAA (2023)
Jaume Ros Alonso, Margarita Geleta, Jordi Pons, Xavier Giró-i-Nieto
Towards Robust Image-in-Audio Deep Steganography. CoRR (2023)
Joan Serrà, Davide Scaini, Santiago Pascual, Daniel Arteaga, Jordi Pons, Jeroen Breebaart, Giulio Cengarle
Mono-to-stereo through parametric stereo generation. CoRR (2023)
Jordi Pons, Joan Serrà, Santiago Pascual, Giulio Cengarle, Daniel Arteaga, Davide Scaini
Upsampling Layers for Music Source Separation. EUSIPCO (2023)
Santiago Pascual, Gautam Bhattacharya, Chunghsin Yeh, Jordi Pons, Joan Serrà
Full-Band General Audio Synthesis with Score-Based Diffusion. ICASSP (2023)
Joan Serrà, Davide Scaini, Santiago Pascual, Daniel Arteaga, Jordi Pons, Jeroen Breebaart, Giulio Cengarle
Mono-to-Stereo Through Parametric Stereo Generation. ISMIR (2023)
Hao-Wen Dong, Xiaoyu Liu, Jordi Pons, Gautam Bhattacharya, Santiago Pascual, Joan Serrà, Taylor Berg-Kirkpatrick, Julian J. McAuley
CLIPSonic: Text-to-Audio Synthesis with Unlabeled Videos and Pretrained Language-Vision Models. CoRR (2023)
Emilian Postolache, Jordi Pons, Santiago Pascual, Joan Serrà
Adversarial Permutation Invariant Training for Universal Sound Separation. ICASSP (2023)
Jordi Pons, Xiaoyu Liu, Santiago Pascual, Joan Serrà
GASS: Generalizing Audio Source Separation with Large-scale Data. CoRR (2023)
Nicolás Schmidt, Jordi Pons, Marius Miron
PodcastMix: A dataset for separating music and speech in podcasts. INTERSPEECH (2022)
Joan Serrà, Santiago Pascual, Jordi Pons, R. Oguz Araz, Davide Scaini
Universal Speech Enhancement with Score-based Diffusion. CoRR (2022)
Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra
FSD50K: An Open Dataset of Human-Labeled Sound Events. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Enric Gusó, Jordi Pons, Santiago Pascual, Joan Serrà
On Loss Functions and Evaluation Metrics for Music Source Separation. ICASSP (2022)
Margarita Geleta, Cristina Punti, Kevin McGuinness, Jordi Pons, Cristian Canton, Xavier Giró-i-Nieto
Pixinwav: Residual Steganography for Hiding Pixels in Audio. ICASSP (2022)
Nicolás Schmidt, Jordi Pons, Marius Miron
PodcastMix: A dataset for separating music and speech in podcasts. CoRR (2022)
Santiago Pascual, Gautam Bhattacharya, Chunghsin Yeh, Jordi Pons, Joan Serrà
Full-band General Audio Synthesis with Score-based Diffusion. CoRR (2022)
Enric Gusó, Jordi Pons, Santiago Pascual, Joan Serrà
On loss functions and evaluation metrics for music source separation. CoRR (2022)
Emilian Postolache, Jordi Pons, Santiago Pascual, Joan Serrà
Adversarial Permutation Invariant Training for Universal Sound Separation. CoRR (2022)
Xiaoyu Liu, Jordi Pons
On Permutation Invariant Training For Speech Source Separation. ICASSP (2021)
Joan Serrà, Santiago Pascual, Jordi Pons
On tuning consistent annealed sampling for denoising score matching. CoRR (2021)
Daniel Arteaga, Jordi Pons
Multichannel-based learning for audio object extraction. CoRR (2021)
Xiaoyu Liu, Jordi Pons
On permutation invariant training for speech source separation. CoRR (2021)
Christian J. Steinmetz, Jordi Pons, Santiago Pascual, Joan Serrà
Automatic Multitrack Mixing With A Differentiable Mixing Console Of Neural Audio Effects. ICASSP (2021)
Santiago Pascual, Joan Serrà, Jordi Pons
Adversarial Auto-Encoding for Packet Loss Concealment. WASPAA (2021)
Jordi Pons, Joan Serrà, Santiago Pascual, Giulio Cengarle, Daniel Arteaga, Davide Scaini
Upsampling layers for music source separation. CoRR (2021)
Santiago Pascual, Joan Serrà, Jordi Pons
Adversarial Auto-Encoding for Packet Loss Concealment. CoRR (2021)
Daniel Arteaga, Jordi Pons
Multichannel-based Learning for Audio Object Extraction. ICASSP (2021)
Margarita Geleta, Cristina Punti, Kevin McGuinness, Jordi Pons, Cristian Canton, Xavier Giró-i-Nieto
PixInWav: Residual Steganography for Hiding Pixels in Audio. CoRR (2021)
Jordi Pons, Santiago Pascual, Giulio Cengarle, Joan Serrà
Upsampling Artifacts in Neural Audio Synthesis. ICASSP (2021)
Joan Serrà, Jordi Pons, Santiago Pascual
SESQA: Semi-Supervised Learning for Speech Quality Assessment. ICASSP (2021)
Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra
TensorFlow Audio Models in Essentia. CoRR (2020)
Berkan Kadioglu, Michael Horgan, Xiaoyu Liu, Jordi Pons, Dan Darcy, Vivek Kumar
An Empirical Study of Conv-Tasnet. ICASSP (2020)
Berkan Kadioglu, Michael Horgan, Xiaoyu Liu, Jordi Pons, Dan Darcy, Vivek Kumar
An empirical study of Conv-TasNet. CoRR (2020)
Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra
FSD50K: an Open Dataset of Human-Labeled Sound Events. CoRR (2020)
Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons, Xavier Serra
Tensorflow Audio Models in Essentia. ICASSP (2020)
Joan Serrà, Jordi Pons, Santiago Pascual
SESQA: semi-supervised learning for speech quality assessment. CoRR (2020)
Jordi Pons, Santiago Pascual, Giulio Cengarle, Joan Serrà
Upsampling artifacts in neural audio synthesis. CoRR (2020)
Christian J. Steinmetz, Jordi Pons, Santiago Pascual, Joan Serrà
Automatic multitrack mixing with a differentiable mixing console of neural audio effects. CoRR (2020)
Francesc Lluís, Jordi Pons, Xavier Serra
End-to-End Music Source Separation: Is it Possible in the Waveform Domain? INTERSPEECH (2019)
Jordi Pons, Xavier Serra
musicnn: Pre-trained convolutional neural networks for music audio tagging. CoRR (2019)
Jordi Pons, Joan Serrà, Xavier Serra
Training Neural Audio Classifiers with Few Data. ICASSP (2019)
Jordi Pons, Xavier Serra
Randomly Weighted CNNs for (Music) Audio Classification. ICASSP (2019)
Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Favory, Jordi Pons, Xavier Serra
General-purpose tagging of Freesound audio with AudioSet labels: task description, dataset, and baseline. DCASE (2018)
Jordi Pons, Oriol Nieto, Matthew Prockup, Erik M. Schmidt, Andreas F. Ehmann, Xavier Serra
End-to-end Learning for Music Audio Tagging at Scale. ISMIR (2018)
Dario Rethage, Jordi Pons, Xavier Serra
A Wavenet for Speech Denoising. ICASSP (2018)
Francesc Lluís, Jordi Pons, Xavier Serra
End-to-end music source separation: is it possible in the waveform domain? CoRR (2018)
Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Favory, Jordi Pons, Xavier Serra
General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline. CoRR (2018)
Jordi Pons, Joan Serrà, Xavier Serra
Training neural audio classifiers with few data. CoRR (2018)
Jordi Pons, Xavier Serra
Randomly weighted CNNs for (music) audio classification. CoRR (2018)
Jordi Pons, Olga Slizovskaia, Rong Gong, Emilia Gómez, Xavier Serra
Timbre Analysis of Music Audio Signals with Convolutional Neural Networks. CoRR (2017)
Jordi Pons, Xavier Serra
Designing efficient architectures for modeling temporal features with convolutional neural networks. ICASSP (2017)
Jordi Pons, Olga Slizovskaia, Rong Gong, Emilia Gómez, Xavier Serra
Timbre analysis of music audio signals with convolutional neural networks. EUSIPCO (2017)
Rong Gong, Jordi Pons, Xavier Serra
Audio to score matching by combining phonetic and duration information. CoRR (2017)
Jordi Pons, Oriol Nieto, Matthew Prockup, Erik M. Schmidt, Andreas F. Ehmann, Xavier Serra
End-to-end learning for music audio tagging at scale. CoRR (2017)
Jordi Pons, Rong Gong, Xavier Serra
Score-informed syllable segmentation for a cappella singing voice with convolutional neural networks. CoRR (2017)
Jordi Pons, Rong Gong, Xavier Serra
Score-Informed Syllable Segmentation for A Cappella Singing Voice with Convolutional Neural Networks. ISMIR (2017)
Eduardo Fonseca, Jordi Pons, Xavier Favory, Frederic Font, Dmitry Bogdanov, Andres Ferraro, Sergio Oramas, Alastair Porter, Xavier Serra
Freesound Datasets: A Platform for the Creation of Open Audio Datasets. ISMIR (2017)
Rong Gong, Jordi Pons, Xavier Serra
Audio to Score Matching by Combining Phonetic and Duration Information. ISMIR (2017)
Dario Rethage, Jordi Pons, Xavier Serra
A Wavenet for Speech Denoising. CoRR (2017)
Jordi Pons, Thomas Lidy, Xavier Serra
Experimenting with musically motivated convolutional neural networks. CBMI (2016)
Axel Roebel, Jordi Pons, Marco Liuni, Mathieu Lagrange
On automatic drum transcription using non-negative matrix deconvolution and itakura saito divergence. ICASSP (2015)
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
La Evaluación de Competencias en los Trabajos Fin de Estudios. Rev. Iberoam. de Tecnol. del Aprendiz. 5 (3) (2010)