| 2025 | ICASSP | Svara-Forms in Carnatic Music: Contextual Influences on the Performance of Svara. | Thomas Nuttall, Xavier Serra, Lara Pearson |
| 2025 | ICASSP | Singing Voice Accompaniment Data Augmentation with Generative Models. | Miguel Perez, Holger Kirchhoff, Peter Grosche, Xavier Serra |
| 2025 | ICASSP | Disentangling Overlapping Sources: Improving Vocal and Violin Source Separation in Carnatic Music. | Adithi Shankar, Serafin Schweinitz, Gens Plaja-Roglans, Xavier Serra, Martn Rocamora |
| 2025 | IJCNN | Efficient and Fast Generative-Based Singing Voice Separation using a Latent Diffusion Model. | Gens Plaja-Roglans, Yun-Ning Hung, Xavier Serra, Igor Pereira |
| 2025 | MMM | Improving Singing Voice Transcription Generalization with AI Generated Accompaniments. | Miguel Perez, Holger Kirchhoff, Peter Grosche, Xavier Serra |
| 2024 | ICASSP | Leveraging Pre-Trained Autoencoders for Interpretable Prototype Learning of Music Audio. | Pablo Alonso-Jimnez, Leonardo Pepino, Roser Batlle-Roca, Pablo Zinemanas, Dmitry Bogdanov, Xavier Serra, Martn Rocamora |
| 2024 | MMM | WikiMuTe: A Web-Sourced Dataset of Semantic Descriptions for Music Audio. | Benno Weck, Holger Kirchhoff, Peter Grosche, Xavier Serra |
| 2023 | ICASSP | Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity. | Pablo Alonso-Jimnez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov |
| 2023 | ICASSP | Flowgrad: Using Motion for Visual Sound Source Localization. | Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes |
| 2023 | ICASSP | TAPE: An End-to-End Timbre-Aware Pitch Estimator. | Nazif Can Tamer, Yigitcan zer, Meinard Mller, Xavier Serra |
| 2023 | ICASSP | Data Leakage in Cross-Modal Retrieval Training: A Case Study. | Benno Weck, Xavier Serra |
| 2022 | CSEDU | An Overview of Automatic Piano Performance Assessment within the Music Education Context. | Hyon Kim, Pedro Ramoneda, Marius Miron, Xavier Serra |
| 2022 | ICASSP | Urban Sound & Sight: Dataset And Benchmark For Audio-Visual Urban Scene Understanding. | Magdalena Fuentes, Bea Steers, Pablo Zinemanas, Martn Rocamora, Luca Bondi, Julia Wilkins, Qianyi Shi, Yao Hou, Samarjit Das, Xavier Serra, Juan Pablo Bello |
| 2022 | ICASSP | Score Difficulty Analysis for Piano Performance Education based on Fingering. | Pedro Ramoneda, Nazif Can Tamer, Vsevolod Eremenko, Xavier Serra, Marius Miron |
| 2021 | CHIIR | Break the Loop: Gender Imbalance in Music Recommenders. | Andres Ferraro, Xavier Serra, Christine Bauer |
| 2021 | ICASSP | Loopnet: Musical Loop Synthesis Conditioned on Intuitive Musical Parameters. | Pritish Chandna, Antnio Ramires, Xavier Serra, Emilia Gmez |
| 2021 | ICASSP | Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. | Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra |
| 2021 | ICASSP | Melon Playlist Dataset: A Public Dataset for Audio-Based Playlist Generation and Music Tagging. | Andres Ferraro, Yuntae Kim, Soohyeon Lee, Biho Kim, Namjun Jo, Semi Lim, Suyon Lim, Jungtaek Jang, Sehwan Kim, Xavier Serra, Dmitry Bogdanov |
| 2021 | ICASSP | Unsupervised Contrastive Learning of Sound Event Representations. | Eduardo Fonseca, Diego Ortego, Kevin McGuinness, Noel E. O'Connor, Xavier Serra |
| 2021 | ICASSP | Multimodal Metric Learning for Tag-Based Music Retrieval. | Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra |
| 2021 | Interact | What Is Fair? Exploring the Artists' Perspective on the Fairness of Music Streaming Platforms. | Andres Ferraro, Xavier Serra, Christine Bauer |
| 2020 | CSEDU | Performance Assessment Technologies for the Support of Musical Instrument Learning. | Vsevolod Eremenko, Alia Morsi, Jyoti Narang, Xavier Serra |
| 2020 | ICASSP | Tensorflow Audio Models in Essentia. | Pablo Alonso-Jimnez, Dmitry Bogdanov, Jordi Pons, Xavier Serra |
| 2020 | ICASSP | Neural Percussive Synthesis Parameterised by High-Level Timbral Features. | Antnio Ramires, Pritish Chandna, Xavier Favory, Emilia Gmez, Xavier Serra |
| 2020 | ICASSP | Data-Driven Harmonic Filters for Audio Representation Learning. | Minz Won, Sanghyuk Chun, Oriol Nieto, Xavier Serra |
| 2020 | RecSys | Exploring Longitudinal Effects of Session-based Recommendations. | Andres Ferraro, Dietmar Jannach, Xavier Serra |
| 2020 | RecSys | Maximizing the Engagement: Exploring New Signals of Implicit Feedback in Music Recommendations. | Andres Ferraro, Sergio Oramas, Massimo Quadrana, Xavier Serra |
| 2019 | ICASSP | Learning Sound Event Classifiers from Web Audio with Noisy Labels. | Eduardo Fonseca, Manoj Plakal, Daniel P. W. Ellis, Frederic Font, Xavier Favory, Xavier Serra |
| 2019 | ICASSP | Randomly Weighted CNNs for (Music) Audio Classification. | Jordi Pons, Xavier Serra |
| 2019 | ICASSP | Training Neural Audio Classifiers with Few Data. | Jordi Pons, Joan Serr, Xavier Serra |
| 2019 | Interspeech | End-to-End Music Source Separation: Is it Possible in the Waveform Domain? | Francesc Llus, Jordi Pons, Xavier Serra |
| 2018 | ICASSP | A Wavenet for Speech Denoising. | Dario Rethage, Jordi Pons, Xavier Serra |
| 2018 | Interspeech | Singing Voice Phoneme Segmentation by Hierarchically Inferring Syllable and Phoneme Onset Positions. | Rong Gong, Xavier Serra |
| 2018 | RecSys | Automatic playlist continuation using a hybrid recommender system combining features from text and audio. | Andres Ferraro, Dmitry Bogdanov, Jisang Yoon, KwangSeob Kim, Xavier Serra |
| 2018 | WWW | Transfer Learning of Artist Group Factors to Musical Genre Classification. | Jaehun Kim, Minz Won, Xavier Serra, Cynthia C. S. Liem |
| 2017 | ICASSP | Designing efficient architectures for modeling temporal features with convolutional neural networks. | Jordi Pons, Xavier Serra |
| 2017 | RecSys | A Deep Multimodal Approach for Cold-start Music Recommendation. | Sergio Oramas, Oriol Nieto, Mohamed Sordo, Xavier Serra |
| 2016 | CBMI | Experimenting with musically motivated convolutional neural networks. | Jordi Pons, Thomas Lidy, Xavier Serra |
| 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 | ICASSP | A generalized Bayesian model for tracking long metrical cycles in acoustic music signals. | Ajay Srinivasamurthy, Andre Holzapfel, Ali Taylan Cemgil, Xavier Serra |
| 2016 | ISM | Improving Audio Retrieval through Loudness Profile Categorization. | Sanjeel Parekh, Frederic Font, Xavier Serra |
| 2016 | LREC | ELMD: An Automatically Generated Entity Linking Gold Standard Dataset in the Music Domain. | Sergio Oramas, Luis Espinosa Anke, Mohamed Sordo, Horacio Saggion, Xavier Serra |
| 2016 | WSC | Simulating and optimizing resource allocation in a micro-blogging applicacion. | Xavier Serra, Jsica de Armas, Joan Manuel Marqus |
| 2015 | ICASSP | An evaluation of methodologies for melodic similarity in audio recordings of Indian art music. | Sankalp Gulati, Joan Serr, Xavier Serra |
| 2015 | WWW | A Semantic Hybrid Approach for Sound Recommendation. | Vito Claudio Ostuni, Tommaso Di Noia, Eugenio Di Sciascio, Sergio Oramas, Xavier Serra |
| 2014 | ICASSP | A supervised approach to hierarchical metrical cycle tracking from audio music recordings. | Ajay Srinivasamurthy, Xavier Serra |
| 2014 | ICASSP | A study of instrument-wise onset detection in Beijing Opera percussion ensembles. | Mi Tian, Ajay Srinivasamurthy, Mark B. Sandler, Xavier Serra |
| 2012 | WWW | Data gathering for a culture specific approach in MIR. | Xavier Serra |
| 2007 | MMSP | State of the Art and Future Directions in Musical Sound Synthesis. | Xavier Serra |