Santiago Pascual

According to our database, Santiago Pascual authored at least 38 papers between 2016 and 2024.

Collaborative distances:

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

2024

Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for Full-band Speech Restoration with Improved Intelligibility.

Xiaoyu Liu, Xu Li, Joan Serrà, Santiago Pascual

CoRR, 2024

Sequential Contrastive Audio-Visual Learning.

Ioannis Tsiamas, Santiago Pascual, Chunghsin Yeh, Joan Serrà

CoRR, 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

Masked Generative Video-to-Audio Transformers with Enhanced Synchronicity.

Santiago Pascual, Chunghsin Yeh, Ioannis Tsiamas, Joan Serrà

Proceedings of the Computer Vision - ECCV 2024, 2024

V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models.

Heng Wang, Jianbo Ma, Santiago Pascual, Richard Cartwright, Weidong Cai

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

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

Universal Speech Enhancement with Score-based Diffusion.

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

CoRR, 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

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

2020

CATOTRON - A Neural Text-to-Speech System in Catalan.

Baybars Külebi, Alp Öktem, Alex Peiró Lilja, Santiago Pascual, Mireia Farrús

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Multi-Task Self-Supervised Learning for Robust Speech Recognition.

Mirco Ravanelli, Jianyuan Zhong, Santiago Pascual, Pawel Swietojanski, João Monteiro, Jan Trmal, Yoshua Bengio

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Sample drop detection for asynchronous devices distributed in space.

Tina Raissi, Santiago Pascual, Maurizio Omologo

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Time-domain speech enhancement using generative adversarial networks.

Santiago Pascual, Joan Serrà, Antonio Bonafonte

Speech Commun., 2019

Sample Drop Detection for Distant-speech Recognition with Asynchronous Devices Distributed in Space.

Tina Raissi, Santiago Pascual, Maurizio Omologo

CoRR, 2019

Problem-Agnostic Speech Embeddings for Multi-Speaker Text-to-Speech with SampleRNN.

David Álvarez, Santiago Pascual, Antonio Bonafonte

Proceedings of the 10th ISCA Speech Synthesis Workshop, 2019

Blow: a single-scale hyperconditioned flow for non-parallel raw-audio voice conversion.

Joan Serrà, Santiago Pascual, Carlos Segura

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Towards Generalized Speech Enhancement with Generative Adversarial Networks.

Santiago Pascual, Joan Serrà, Antonio Bonafonte

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

Learning Problem-Agnostic Speech Representations from Multiple Self-Supervised Tasks.

Santiago Pascual, Mirco Ravanelli, Joan Serrà, Antonio Bonafonte, Yoshua Bengio

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

Wav2Pix: Speech-conditioned Face Generation Using Generative Adversarial Networks.

Amanda Cardoso Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Giró-i-Nieto

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Spanish Statistical Parametric Speech Synthesis Using a Neural Vocoder.

Antonio Bonafonte, Santiago Pascual, Georgina Dorca

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Language and Noise Transfer in Speech Enhancement Generative Adversarial Network.

Santiago Pascual, Maruchan Park, Joan Serrà, Antonio Bonafonte, Kang-Hun Ahn

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Whispered-to-voiced Alaryngeal Speech Conversion with Generative Adversarial Networks.

Santiago Pascual, Antonio Bonafonte, Joan Serrà, José Andrés González López

Proceedings of the Fourth International Conference, 2018

Self-Attention Linguistic-Acoustic Decoder.

Santiago Pascual, Antonio Bonafonte, Joan Serrà

Proceedings of the Fourth International Conference, 2018

Multi-Speaker Neural Vocoder.

Oriol Barbany, Antonio Bonafonte, Santiago Pascual

Proceedings of the Fourth International Conference, 2018

Towards a Universal Neural Network Encoder for Time Series.

Joan Serrà, Santiago Pascual, Alexandros Karatzoglou

Proceedings of the Artificial Intelligence Research and Development, 2018

2017

SEGAN: Speech Enhancement Generative Adversarial Network.

Santiago Pascual, Antonio Bonafonte, Joan Serrà

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2016

Multi-output RNN-LSTM for multiple speaker speech synthesis with α-interpolation model.

Santiago Pascual, Antonio Bonafonte

Proceedings of the 9th ISCA Speech Synthesis Workshop, 2016

Prosodic Break Prediction with RNNs.

Santiago Pascual, Antonio Bonafonte

Proceedings of the Advances in Speech and Language Technologies for Iberian Languages, 2016

Multi-output RNN-LSTM for multiple speaker speech synthesis and adaptation.

Santiago Pascual, Antonio Bonafonte

Proceedings of the 24th European Signal Processing Conference, 2016

Acoustic feature prediction from semantic features for expressive speech using deep neural networks.

Igor Jauk, Antonio Bonafonte, Santiago Pascual

Proceedings of the 24th European Signal Processing Conference, 2016