Joan Serrà

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 88

Top Venues

Publications

Santiago Pascual, Chunghsin Yeh, Ioannis Tsiamas, Joan Serrà
Masked Generative Video-to-Audio Transformers with Enhanced Synchronicity. CoRR (2024)
Jordi Pons, Xiaoyu Liu, Santiago Pascual, Joan Serrà
GASS: Generalizing Audio Source Separation with Large-Scale Data. ICASSP (2024)
Ioannis Tsiamas, Santiago Pascual, Chunghsin Yeh, Joan Serrà
Sequential Contrastive Audio-Visual Learning. 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)
Xiaoyu Liu, Xu Li, Joan Serrà
Quantitative Evidence on Overlooked Aspects of Enrollment Speaker Embeddings for Target Speaker Separation. ICASSP (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)
Xiaoyu Liu, Xu Li, Joan Serrà
Quantitative Evidence on Overlooked Aspects of Enrollment Speaker Embeddings for Target Speaker Separation. CoRR (2022)
Joan Serrà, Santiago Pascual, Jordi Pons, R. Oguz Araz, Davide Scaini
Universal Speech Enhancement with Score-based Diffusion. CoRR (2022)
Enric Gusó, Jordi Pons, Santiago Pascual, Joan Serrà
On Loss Functions and Evaluation Metrics for Music Source Separation. ICASSP (2022)
Furkan Yesiler, Marius Miron, Joan Serrà, Emilia Gómez
Assessing Algorithmic Biases for Musical Version Identification. WSDM (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)
Furkan Yesiler, Emilio Molina, Joan Serrà, Emilia Gómez
Investigating the efficacy of music version retrieval systems for setlist identification. CoRR (2021)
Marc Serra-Peralta, Joan Serrà, Álvaro Corral
Heaps' Law and Vocabulary Richness in the History of Classical Music Harmony. CoRR (2021)
Furkan Yesiler, Emilio Molina, Joan Serrà, Emilia Gómez
Investigating the Efficacy of Music Version Retrieval Systems for Setlist Identification. ICASSP (2021)
Joan Serrà, Santiago Pascual, Jordi Pons
On tuning consistent annealed sampling for denoising score matching. CoRR (2021)
Furkan Yesiler, Guillaume Doras, Rachel M. Bittner, Christopher J. Tralie, Joan Serrà
Audio-based Musical Version Identification: Elements and Challenges. 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)
Furkan Yesiler, Guillaume Doras, Rachel M. Bittner, Christopher J. Tralie, Joan Serrà
Audio-Based Musical Version Identification: Elements and challenges. IEEE Signal Process. Mag. 38 (6) (2021)
Santiago Pascual, Joan Serrà, Jordi Pons
Adversarial Auto-Encoding for Packet Loss Concealment. CoRR (2021)
Furkan Yesiler, Marius Miron, Joan Serrà, Emilia Gómez
Assessing Algorithmic Biases for Musical Version Identification. 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)
Marc Serra-Peralta, Joan Serrà, Álvaro Corral
Heaps' law and vocabulary richness in the history of classical music harmony. EPJ Data Sci. 10 (1) (2021)
Furkan Yesiler, Joan Serrà, Emilia Gómez
Less is more: Faster and better music version identification with embedding distillation. CoRR (2020)
Furkan Yesiler, Joan Serrà, Emilia Gómez
Less is more: Faster and better music version identification with embedding distillation. ISMIR (2020)
Guillaume Doras, Furkan Yesiler, Joan Serrà, Emilia Gómez, Geoffroy Peeters
Combining musical features for cover detection. ISMIR (2020)
Joan Serrà, David Álvarez, Vicenç Gómez, Olga Slizovskaia, José F. Núñez, Jordi Luque
Input Complexity and Out-of-distribution Detection with Likelihood-based Generative Models. ICLR (2020)
Furkan Yesiler, Joan Serrà, Emilia Gómez
Accurate and Scalable Version Identification Using Musically-Motivated Embeddings. 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)
Diego Perino, Xiaoyuan Yang, Joan Serrà, Andra Lutu, Ilias Leontiadis
Experience: advanced network operations in (Un)-connected remote communities. MobiCom (2020)
Christian J. Steinmetz, Jordi Pons, Santiago Pascual, Joan Serrà
Automatic multitrack mixing with a differentiable mixing console of neural audio effects. CoRR (2020)
Santiago Pascual, Joan Serrà, Antonio Bonafonte
Time-domain speech enhancement using generative adversarial networks. Speech Commun. 114 (2019)
Santiago Pascual, Joan Serrà, Antonio Bonafonte
Towards Generalized Speech Enhancement with Generative Adversarial Networks. INTERSPEECH (2019)
Joan Serrà, Santiago Pascual, Carlos Segura
Blow: a single-scale hyperconditioned flow for non-parallel raw-audio voice conversion. NeurIPS (2019)
Furkan Yesiler, Joan Serrà, Emilia Gómez
Accurate and Scalable Version Identification Using Musically-Motivated Embeddings. CoRR (2019)
Joan Serrà, David Álvarez, Vicenç Gómez, Olga Slizovskaia, José F. Núñez, Jordi Luque
Input complexity and out-of-distribution detection with likelihood-based generative models. CoRR (2019)
Santiago Pascual, Joan Serrà, Antonio Bonafonte
Towards Generalized Speech Enhancement with Generative Adversarial Networks. CoRR (2019)
Santiago Pascual, Mirco Ravanelli, Joan Serrà, Antonio Bonafonte, Yoshua Bengio
Learning Problem-agnostic Speech Representations from Multiple Self-supervised Tasks. CoRR (2019)
Santiago Pascual, Mirco Ravanelli, Joan Serrà, Antonio Bonafonte, Yoshua Bengio
Learning Problem-Agnostic Speech Representations from Multiple Self-Supervised Tasks. INTERSPEECH (2019)
Joan Serrà
From Correlation to Imagination: Deep Generative Models for Artificial Intelligence. CCIA (2019)
Jordi Pons, Joan Serrà, Xavier Serra
Training Neural Audio Classifiers with Few Data. ICASSP (2019)
Joan Serrà, Santiago Pascual, Carlos Segura
Blow: a single-scale hyperconditioned flow for non-parallel raw-audio voice conversion. CoRR (2019)
Santiago Pascual, Antonio Bonafonte, Joan Serrà, José A. González
Whispered-to-voiced Alaryngeal Speech Conversion with Generative Adversarial Networks. CoRR (2018)
Joan Serrà, Dídac Surís, Marius Miron, Alexandros Karatzoglou
Overcoming catastrophic forgetting with hard attention to the task. CoRR (2018)
Emilia Gómez, Carlos Castillo, Vicky Charisi, Verónica Dahl, Gustavo Deco, Blagoj Delipetrev, Nicole Dewandre, Miguel Ángel González Ballester, Fabien Gouyon, José Hernández-Orallo, Perfecto Herrera, Anders Jonsson, Ansgar Koene, Martha A. Larson, Ramón López de Mántaras, Bertin Martens, Marius Miron, Rubén Moreno-Bote, Nuria Oliver, Antonio Puertas Gallardo, Heike Schweitzer, Núria Sebastián, Xavier Serra, Joan Serrà, Songül Tolan, Karina Vold
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour. CoRR (2018)
Joan Serrà, Didac Suris, Marius Miron, Alexandros Karatzoglou
Overcoming Catastrophic Forgetting with Hard Attention to the Task. ICML (2018)
Santiago Pascual, Maruchan Park, Joan Serrà, Antonio Bonafonte, Kang-Hun Ahn
Language and Noise Transfer in Speech Enhancement Generative Adversarial Network. ICASSP (2018)
Santiago Pascual, Antonio Bonafonte, Joan Serrà, José Andrés González López
Whispered-to-voiced Alaryngeal Speech Conversion with Generative Adversarial Networks. IberSPEECH (2018)
Joan Serrà, Santiago Pascual, Alexandros Karatzoglou
Towards a Universal Neural Network Encoder for Time Series. CCIA (2018)
Santiago Pascual, Antonio Bonafonte, Joan Serrà
Self-Attention Linguistic-Acoustic Decoder. IberSPEECH (2018)
Souneil Park, Joan Serrà, Enrique Frías-Martínez, Nuria Oliver
MobInsight: A Framework Using Semantic Neighborhood Features for Localized Interpretations of Urban Mobility. ACM Trans. Interact. Intell. Syst. 8 (3) (2018)
Apostolos Pyrgelis, Nicolas Kourtellis, Ilias Leontiadis, Joan Serrà, Claudio Soriente
There goes Wally: Anonymously sharing your location gives you away. CoRR (2018)
Santiago Pascual, Antonio Bonafonte, Joan Serrà
Self-Attention Linguistic-Acoustic Decoder. CoRR (2018)
Jordi Pons, Joan Serrà, Xavier Serra
Training neural audio classifiers with few data. CoRR (2018)
Joan Serrà, Santiago Pascual, Alexandros Karatzoglou
Towards a universal neural network encoder for time series. CoRR (2018)
Apostolos Pyrgelis, Nicolas Kourtellis, Ilias Leontiadis, Joan Serrà, Claudio Soriente
There goes Wally: Anonymously sharing your location gives you away. IEEE BigData (2018)
Kleomenis Katevas, Ilias Leontiadis, Martin Pielot, Joan Serrà
Practical Processing of Mobile Sensor Data for Continual Deep Learning Predictions. EMDL@MobiSys (2017)
Santiago Pascual, Antonio Bonafonte, Joan Serrà
SEGAN: Speech Enhancement Generative Adversarial Network. INTERSPEECH (2017)
Kleomenis Katevas, Ilias Leontiadis, Martin Pielot, Joan Serrà
Practical Processing of Mobile Sensor Data for Continual Deep Learning Predictions. CoRR (2017)
Martin Pielot, Bruno Cardoso, Kleomenis Katevas, Joan Serrà, Aleksandar Matic, Nuria Oliver
Beyond Interruptibility: Predicting Opportune Moments to Engage Mobile Phone Users. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Santiago Pascual, Antonio Bonafonte, Joan Serrà
SEGAN: Speech Enhancement Generative Adversarial Network. CoRR (2017)
Joan Serrà, Alexandros Karatzoglou
Getting deep recommenders fit: Bloom embeddings for sparse binary input/output networks. CoRR (2017)
Joan Serrà, Ilias Leontiadis, Alexandros Karatzoglou, Konstantina Papagiannaki
Hot or Not? Forecasting Cellular Network Hot Spots Using Sector Performance Indicators. ICDE (2017)
Souneil Park, Joan Serrà, Enrique Frías-Martínez, Nuria Oliver
MobInsight: A Framework Using Semantic Neighborhood Features for Localized Interpretations of Urban Mobility. CoRR (2017)
Ilias Leontiadis, Joan Serrà, Alessandro Finamore, Giorgos Dimopoulos, Konstantina Papagiannaki
The Good, the Bad, and the KPIs: How to Combine Performance Metrics to Better Capture Underperforming Sectors in Mobile Networks. ICDE (2017)
Santiago Pascual, Maruchan Park, Joan Serrà, Antonio Bonafonte, Kang-Hun Ahn
Language and Noise Transfer in Speech Enhancement Generative Adversarial Network. CoRR (2017)
Joan Serrà, Alexandros Karatzoglou
Getting Deep Recommenders Fit: Bloom Embeddings for Sparse Binary Input/Output Networks. RecSys (2017)
Kleomenis Katevas, Ilias Leontiadis, Martin Pielot, Joan Serrà
Continual Prediction of Notification Attendance with Classical and Deep Network Approaches. CoRR (2017)
Joan Serrà, Ilias Leontiadis, Dimitris Spathis, Gianluca Stringhini, Jeremy Blackburn, Athena Vakali
Class-based Prediction Errors to Detect Hate Speech with Out-of-vocabulary Words. ALW@ACL (2017)
Joan Serrà, Ilias Leontiadis, Alexandros Karatzoglou, Konstantina Papagiannaki
Hot or not? Forecasting cellular network hot spots using sector performance indicators. CoRR (2017)
Joan Serrà, Alexandros Karatzoglou
Compact Embedding of Binary-coded Inputs and Outputs using Bloom Filters. ICLR (Workshop) (2017)
Sankalp Gulati, Joan Serrà, Kaustuv Kanti Ganguli, Sertan Sentürk, Xavier Serra
Time-Delayed Melody Surfaces for Rāga Recognition. ISMIR (2016)
Sankalp Gulati, Joan Serrà, Vignesh Ishwar, Sertan Sentürk, Xavier Serra
Phrase-based rĀga recognition using vector space modeling. ICASSP (2016)
Joan Serrà, Isabel Serra, Alvaro Corral, Josep Lluís Arcos
Ranking and significance of variable-length similarity-based time series motifs. Expert Syst. Appl. 55 (2016)
Joan Serrà, Josep Lluís Arcos
Particle swarm optimization for time series motif discovery. Knowl. Based Syst. 92 (2016)
Joan Serrà, Aleksandar Matic, Josep Lluís Arcos, Alexandros Karatzoglou
A Genetic Algorithm to Discover Flexible Motifs with Support. ICDM Workshops (2016)
Sankalp Gulati, Joan Serrà, Vignesh Ishwar, Xavier Serra
Discovering rāga motifs by characterizing communities in networks of melodic patterns. ICASSP (2016)
Joan Serrà, Josep Lluís Arcos
Particle swarm optimization for time series motif discovery. CoRR (2015)
Sankalp Gulati, Joan Serrà, Xavier Serra
An evaluation of methodologies for melodic similarity in audio recordings of Indian art music. ICASSP (2015)
Joan Serrà, Isabel Serra, Alvaro Corral, Josep Lluís Arcos
Ranking and significance of variable-length similarity-based time series motifs. CoRR (2015)
Joan Serrà, Aleksandar Matic, Josep Lluís Arcos, Alexandros Karatzoglou
A genetic algorithm to discover flexible motifs with support. CoRR (2015)
Sankalp Gulati, Joan Serrà, Xavier Serra
Improving Melodic Similarity in Indian Art Music Using Culture-Specific Melodic Characteristics. ISMIR (2015)
Frederic Font, Joan Serrà, Xavier Serra
Analysis of the Impact of a Tag Recommendation System in a Real-World Folksonomy. ACM Trans. Intell. Syst. Technol. 7 (1) (2015)
Joan Serrà, Meinard Müller, Peter Grosche, Josep Lluís Arcos
Unsupervised Music Structure Annotation by Time Series Structure Features and Segment Similarity. IEEE Trans. Multim. 16 (5) (2014)
Sankalp Gulati, Joan Serrà, Kaustuv Kanti Ganguli, Xavier Serra
Landmark Detection in Hindustani Music Melodies. ICMC (2014)
Joan Serrà, Josep Lluís Arcos
An empirical evaluation of similarity measures for time series classification. Knowl. Based Syst. 67 (2014)
Sankalp Gulati, Joan Serrà, Vignesh Ishwar, Xavier Serra
Mining Melodic Patterns in Large Audio Collections of Indian Art Music. SITIS (2014)
Frederic Font, Joan Serrà, Xavier Serra
Class-based tag recommendation and user-based evaluation in online audio clip sharing. Knowl. Based Syst. 67 (2014)
Frederic Font, Joan Serrà, Xavier Serra
Audio Clip Classification Using Social Tags and the Effect of Tag Expansion. Semantic Audio (2014)

Joan Serrà.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Joan Serrà