A Multimodal Approach for Percussion Music Transcription from Audio and Video. - Bernardo Marenco; Magdalena Fuentes; Florencia Lanzaro; Martín Rocamora; Alvaro Gómez (CIARP, 2015)

Detection of Follicles in Ultrasound Videos of Bovine Ovaries. - Alvaro Gómez; Guillermo Carbajal; Magdalena Fuentes; Carolina Viñoles (CIARP, 2016)

Detection of ENF discontinuities using PLL for audio authenticity. - Magdalena Fuentes; Pablo Zinemanas; Pablo Cancela; José Antonio Apolinário (LASCAS, 2016)

Analysis of Common Design Choices in Deep Learning Systems for Downbeat Tracking. - Magdalena Fuentes; Brian McFee; Hélène C. Crayencour; Slim Essid; Juan Pablo Bello (ISMIR, 2018)

An ENF-Based Audio Authenticity Method Robust to MP3 Compression. - Pablo Zinemanas; Magdalena Fuentes; Pablo Cancela; José Antonio Apolinário (Circuits Syst. Signal Process., 2018)

A Music Structure Informed Downbeat Tracking System Using Skip-chain Conditional Random Fields and Deep Learning. - Magdalena Fuentes; Brian McFee; Hélène C. Crayencour; Slim Essid; Juan Pablo Bello (ICASSP, 2019)

mirdata: Software for Reproducible Usage of Datasets. - Rachel M. Bittner; Magdalena Fuentes; David Rubinstein; Andreas Jansson 001; Keunwoo Choi; Thor Kell (ISMIR, 2019)

Tracking Beats and Microtiming in Afro-Latin American Music Using Conditional Random Fields and Deep Learning. - Magdalena Fuentes; Lucas Simões Maia; Martín Rocamora; Luiz W. P. Biscainho; Hélène Camille Crayencour; Slim Essid; Juan Pablo Bello (ISMIR, 2019)

SAMBASET: A Dataset of Historical Samba de Enredo Recordings for Computational Music Analysis. - Lucas Simões Maia; Magdalena Fuentes; Luiz W. P. Biscainho; Martín Rocamora; Slim Essid (ISMIR, 2019)

Multi-scale computational rhythm analysis : a framework for sections, downbeats, beats, and microtiming. (Analyse numérique multi-échelle du rythme musical : un cadre unifié pour les sections, premiers temps, temps et microtiming). - Magdalena Fuentes (2019)

SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context. - Mark Cartwright; Jason Cramer; Ana Elisa Méndez Méndez; Yu Wang 105; Ho-Hsiang Wu; Vincent Lostanlen; Magdalena Fuentes; Graham Dove; Charlie Mydlarz; Justin Salamon; Oded Nov; Juan Pablo Bello (DCASE, 2020)

Moving in Time: Computational Analysis of Microtiming in Maracatu de Baque Solto. - Matthew E. P. Davies; Magdalena Fuentes; João Fonseca; Luís Aly; Marco Jerónimo; Filippo Bonini Baraldi (ISMIR, 2020)

MONYC: Music of New York City Dataset. - Magdalena Fuentes; Danielle Zhao; Vincent Lostanlen; Mark Cartwright; Charlie Mydlarz; Juan Pablo Bello (DCASE, 2021)

Exploring modality-agnostic representations for music classification. - Ho-Hsiang Wu; Magdalena Fuentes; Juan Pablo Bello (CoRR, 2021)

Soundata: A Python library for reproducible use of audio datasets. - Magdalena Fuentes; Justin Salamon; Pablo Zinemanas; Martín Rocamora; Genís Paja; Irán R. Román; Rachel M. Bittner; Marius Miron; Xavier Serra; Juan Pablo Bello (CoRR, 2021)

A Study on Robustness to Perturbations for Representations of Environmental Sound. - Sangeeta Srivastava; Ho-Hsiang Wu; João Rulff; Magdalena Fuentes; Mark Cartwright; Cláudio T. Silva; Anish Arora; Juan Pablo Bello (EUSIPCO, 2022)

Urban Sound & Sight: Dataset And Benchmark For Audio-Visual Urban Scene Understanding. - Magdalena Fuentes; Bea Steers; Pablo Zinemanas; Martín Rocamora; Luca Bondi; Julia Wilkins; Qianyi Shi; Yao Hou; Samarjit Das; Xavier Serra; Juan Pablo Bello (ICASSP, 2022)

How to Listen? Rethinking Visual Sound Localization. - Ho-Hsiang Wu; Magdalena Fuentes; Prem Seetharaman; Juan Pablo Bello (INTERSPEECH, 2022)

Adapting meter tracking models to Latin American music. - Lucas Simões Maia; Martín Rocamora; Luiz W. P. Biscainho; Magdalena Fuentes (ISMIR, 2022)

REIP: A Reconfigurable Environmental Intelligence Platform and Software Framework for Fast Sensor Network Prototyping. - Yurii Piadyk; Bea Steers; Charlie Mydlarz; Mahin Salman; Magdalena Fuentes; Junaid Ahmed Khan; Hong Jiang; Kaan Ozbay; Juan Pablo Bello; Cláudio T. Silva (Sensors, 2022)

Does a Quieter City Mean Fewer Complaints? The Sounds of New York City During Covid-19 Lockdown. - Mark Cartwright; Magdalena Fuentes; Charlie Mydlarz; Fabio Miranda 001; Juan Pablo Bello (ICASSP, 2023)

Tempo vs. Pitch: Understanding Self-Supervised Tempo Estimation. - Giovana Morais; Matthew E. P. Davies; Marcelo Queiroz; Magdalena Fuentes (ICASSP, 2023)

Flowgrad: Using Motion for Visual Sound Source Localization. - Rajsuryan Singh; Pablo Zinemanas; Xavier Serra; Juan Pablo Bello; Magdalena Fuentes (ICASSP, 2023)

A multimodal prototypical approach for unsupervised sound classification. - Saksham Singh Kushwaha; Magdalena Fuentes (INTERSPEECH, 2023)

Sound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions. - Saksham Singh Kushwaha; Irán R. Román; Magdalena Fuentes; Juan Pablo Bello (WASPAA, 2023)

Bridging High-Quality Audio and Video Via Language for Sound Effects Retrieval from Visual Queries. - Julia Wilkins; Justin Salamon; Magdalena Fuentes; Juan Pablo Bello; Oriol Nieto (WASPAA, 2023)

Two vs. Four-Channel Sound Event Localization and Detection. - Julia Wilkins; Magdalena Fuentes; Luca Bondi; Shabnam Ghaffarzadegan; Ali Abavisani; Juan Pablo Bello (CoRR, 2023)

Unspoken Sound: Identifying Trends in Non-Speech Audio Captioning on YouTube. - Lloyd May; Keita Ohshiro; Khang Dang; Sripathi Sridhar; Jhanvi Pai; Magdalena Fuentes; Sooyeon Lee; Mark Cartwright (CHI, 2024)

Investigating Time-Line-Based Music Traditions With Field Recordings: A Case Study of Candomblé Bell Patterns. - Lucas Simões Maia; Richa Namballa; Martín Rocamora; Magdalena Fuentes; Carlos Guedes (ISMIR, 2024)

Self-Supervised Multi-View Learning for Disentangled Music Audio Representations. - Julia Wilkins; Sivan Ding; Magdalena Fuentes; Juan Pablo Bello (CoRR, 2024)

Soundata: Reproducible use of audio datasets. - Magdalena Fuentes; Genís Plaja-Roglans; Guillem Cortès-Sebastià; Tanmay Khandelwal; Marius Miron; Xavier Serra; Juan Pablo Bello; Justin Salamon (J. Open Source Softw., 2024)

Selective Annotation of Few Data for Beat Tracking of Latin American Music Using Rhythmic Features. - Lucas Simões Maia; Martín Rocamora; Luiz W. P. Biscainho; Magdalena Fuentes (Trans. Int. Soc. Music. Inf. Retr., 2024)

Soundata: Reproducible use of audio datasets. - Magdalena Fuentes; Genís Plaja-Roglans; Guillem Cortès-Sebastià; Tanmay Khandelwal; Marius Miron; Xavier Serra; Juan Pablo Bello; Justin Salamon (Zenodo, 2024)

Soundata: Reproducible use of audio datasets. - Magdalena Fuentes; Genís Plaja-Roglans; Guillem Cortès-Sebastià; Tanmay Khandelwal; Marius Miron; Xavier Serra; Juan Pablo Bello; Justin Salamon (Zenodo, 2024)

Soundata: Reproducible use of audio datasets. - Magdalena Fuentes; Genís Plaja-Roglans; Guillem Cortès-Sebastià; Tanmay Khandelwal; Marius Miron; Xavier Serra; Juan Pablo Bello; Justin Salamon (Zenodo, 2024)

A Critical Assessment of Visual Sound Source Localization Models Including Negative Audio. - Xavier Juanola; Gloria Haro; Magdalena Fuentes (ICASSP, 2025)

Twenty-Five Years of MIR Research: Achievements, Practices, Evaluations, and Future Challenges. - Geoffroy Peeters; Zafar Rafii; Magdalena Fuentes; Zhiyao Duan; Emmanouil Benetos; Juhan Nam; Yuki Mitsufuji (ICASSP, 2025)

SONIQUE: Video Background Music Generation Using Unpaired Audio-Visual Data. - Liqian Zhang; Magdalena Fuentes (ICASSP, 2025)

Skip That Beat: Augmenting Meter Tracking Models for Underrepresented Time Signatures. - Giovana Morais; Brian McFee; Magdalena Fuentes (CoRR, 2025)

Musical Source Separation of Brazilian Percussion. - Richa Namballa; Giovana Morais; Magdalena Fuentes (CoRR, 2025)

Domain Adaptation Method and Modality Gap Impact in Audio-Text Models for Prototypical Sound Classification. - Emiliano Acevedo; Martín Rocamora; Magdalena Fuentes (CoRR, 2025)

Do Music Source Separation Models Preserve Spatial Information in Binaural Audio? - Richa Namballa; Agnieszka Roginska; Magdalena Fuentes (CoRR, 2025)

Balancing Information Preservation and Disentanglement in Self-Supervised Music Representation Learning. - Julia Wilkins; Sivan Ding; Magdalena Fuentes; Juan Pablo Bello (CoRR, 2025)