| 2026 | CHI | Emergent, not Immanent: A Baradian Reading of Explainable AI. | Fabio Morreale, Joan Serr, Yuki Mitsufuji |
| 2025 | ICASSP | Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for Full-band Speech Restoration With Improved Intelligibility. | Xiaoyu Liu, Xu Li, Joan Serr, Santiago Pascual |
| 2025 | ICASSP | Sequential Contrastive Audio-Visual Learning. | Ioannis Tsiamas, Santiago Pascual, Chunghsin Yeh, Joan Serr |
| 2025 | ICML | Supervised Contrastive Learning from Weakly-Labeled Audio Segments for Musical Version Matching. | Joan Serr, Recep Oguz Araz, Dmitry Bogdanov, Yuki Mitsufuji |
| 2025 | Interspeech | A Comprehensive Real-World Assessment of Audio Watermarking Algorithms: Will They Survive Neural Codecs? | Yigitcan zer, Woosung Choi, Joan Serr, Mayank Kumar Singh, Wei-Hsiang Liao, Yuki Mitsufuji |
| 2024 | ECCV | Masked Generative Video-to-Audio Transformers with Enhanced Synchronicity. | Santiago Pascual, Chunghsin Yeh, Ioannis Tsiamas, Joan Serr |
| 2024 | ICASSP | GASS: Generalizing Audio Source Separation with Large-Scale Data. | Jordi Pons, Xiaoyu Liu, Santiago Pascual, Joan Serr |
| 2023 | ICASSP | Quantitative Evidence on Overlooked Aspects of Enrollment Speaker Embeddings for Target Speaker Separation. | Xiaoyu Liu, Xu Li, Joan Serr |
| 2023 | ICASSP | Full-Band General Audio Synthesis with Score-Based Diffusion. | Santiago Pascual, Gautam Bhattacharya, Chunghsin Yeh, Jordi Pons, Joan Serr |
| 2023 | ICASSP | Adversarial Permutation Invariant Training for Universal Sound Separation. | Emilian Postolache, Jordi Pons, Santiago Pascual, Joan Serr |
| 2022 | ICASSP | On Loss Functions and Evaluation Metrics for Music Source Separation. | Enric Gus, Jordi Pons, Santiago Pascual, Joan Serr |
| 2022 | WSDM | Assessing Algorithmic Biases for Musical Version Identification. | Furkan Yesiler, Marius Miron, Joan Serr, Emilia Gmez |
| 2021 | ICASSP | Upsampling Artifacts in Neural Audio Synthesis. | Jordi Pons, Santiago Pascual, Giulio Cengarle, Joan Serr |
| 2021 | ICASSP | SESQA: Semi-Supervised Learning for Speech Quality Assessment. | Joan Serr, Jordi Pons, Santiago Pascual |
| 2021 | ICASSP | Automatic Multitrack Mixing With A Differentiable Mixing Console Of Neural Audio Effects. | Christian J. Steinmetz, Jordi Pons, Santiago Pascual, Joan Serr |
| 2021 | ICASSP | Investigating the Efficacy of Music Version Retrieval Systems for Setlist Identification. | Furkan Yesiler, Emilio Molina, Joan Serr, Emilia Gmez |
| 2020 | ICASSP | Accurate and Scalable Version Identification Using Musically-Motivated Embeddings. | Furkan Yesiler, Joan Serr, Emilia Gmez |
| 2020 | ICLR | Input Complexity and Out-of-distribution Detection with Likelihood-based Generative Models. | Joan Serr, David lvarez, Vicen Gmez, Olga Slizovskaia, Jos F. Nez, Jordi Luque |
| 2020 | MOBICOM | Experience: advanced network operations in (Un)-connected remote communities. | Diego Perino, Xiaoyuan Yang, Joan Serr, Andra Lutu, Ilias Leontiadis |
| 2019 | ICASSP | Training Neural Audio Classifiers with Few Data. | Jordi Pons, Joan Serr, Xavier Serra |
| 2019 | Interspeech | Learning Problem-Agnostic Speech Representations from Multiple Self-Supervised Tasks. | Santiago Pascual, Mirco Ravanelli, Joan Serr, Antonio Bonafonte, Yoshua Bengio |
| 2019 | Interspeech | Towards Generalized Speech Enhancement with Generative Adversarial Networks. | Santiago Pascual, Joan Serr, Antonio Bonafonte |
| 2018 | ICASSP | Language and Noise Transfer in Speech Enhancement Generative Adversarial Network. | Santiago Pascual, Maruchan Park, Joan Serr, Antonio Bonafonte, Kang-Hun Ahn |
| 2018 | ICML | Overcoming Catastrophic Forgetting with Hard Attention to the Task. | Joan Serr, Didac Suris, Marius Miron, Alexandros Karatzoglou |
| 2017 | ICASSP | Effect of acoustic conditions on algorithms to detect Parkinson's disease from speech. | Juan Camilo Vsquez-Correa, Joan Serr, Juan Rafael Orozco-Arroyave, Jess Francisco Vargas-Bonilla, Elmar Nth |
| 2017 | ICDE | The Good, the Bad, and the KPIs: How to Combine Performance Metrics to Better Capture Underperforming Sectors in Mobile Networks. | Ilias Leontiadis, Joan Serr, Alessandro Finamore, Giorgos Dimopoulos, Konstantina Papagiannaki |
| 2017 | ICDE | Hot or Not? Forecasting Cellular Network Hot Spots Using Sector Performance Indicators. | Joan Serr, Ilias Leontiadis, Alexandros Karatzoglou, Konstantina Papagiannaki |
| 2017 | ICLR | Compact Embedding of Binary-coded Inputs and Outputs using Bloom Filters. | Joan Serr, Alexandros Karatzoglou |
| 2017 | Interspeech | SEGAN: Speech Enhancement Generative Adversarial Network. | Santiago Pascual, Antonio Bonafonte, Joan Serr |
| 2017 | Mobisys | Practical Processing of Mobile Sensor Data for Continual Deep Learning Predictions. | Kleomenis Katevas, Ilias Leontiadis, Martin Pielot, Joan Serr |
| 2017 | RecSys | Getting Deep Recommenders Fit: Bloom Embeddings for Sparse Binary Input/Output Networks. | Joan Serr, Alexandros Karatzoglou |
| 2016 | ICASSP | Discovering rāga motifs by characterizing communities in networks of melodic patterns. | Sankalp Gulati, Joan Serr, Vignesh Ishwar, Xavier Serra |
| 2016 | ICASSP | Phrase-based rĀga recognition using vector space modeling. | Sankalp Gulati, Joan Serr, Vignesh Ishwar, Sertan Sentrk, Xavier Serra |
| 2016 | ICDM | A Genetic Algorithm to Discover Flexible Motifs with Support. | Joan Serr, Aleksandar Matic, Josep Llus Arcos, Alexandros Karatzoglou |
| 2015 | ICASSP | An evaluation of methodologies for melodic similarity in audio recordings of Indian art music. | Sankalp Gulati, Joan Serr, Xavier Serra |
| 2012 | AAAI | Unsupervised Detection of Music Boundaries by Time Series Structure Features. | Joan Serr, Meinard Mller, Peter Grosche, Josep Llus Arcos |
| 2012 | ICCBR | A Competitive Measure to Assess the Similarity between Two Time Series. | Joan Serr, Josep Llus Arcos |
| 2012 | WWW | Power-law distribution in encoded MFCC frames of speech, music, and environmental sound signals. | Martn Haro, Joan Serr, Alvaro Corral, Perfecto Herrera |
| 2012 | WWW | Melody, bass line, and harmony representations for music version identification. | Justin Salamon, Joan Serr, Emilia Gmez |
| 2011 | ICASSP | Nonlinear audio recurrence analysis with application to genre classification. | Joan Serr, Carlos A. de los Santos, Ralph G. Andrzejak |
| 2009 | CBMI | Music Mood Annotator Design and Integration. | Cyril Laurier, Owen Meyers, Joan Serr, Martin Blech, Perfecto Herrera |
| 2009 | ISM | From Low-Level to High-Level: Comparative Study of Music Similarity Measures. | Dmitry Bogdanov, Joan Serr, Nicolas Wack, Perfecto Herrera |
| 2008 | ICASSP | Audio cover song identification based on tonal sequence alignment. | Joan Serr, Emilia Gmez |