Magdalena Fuentes

According to our database, Magdalena Fuentes authored at least 27 papers between 2015 and 2023.

Collaborative distances:

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

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

A Multimodal Prototypical Approach for Unsupervised Sound Classification.

Saksham Singh Kushwaha, Magdalena Fuentes

CoRR, 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

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Sound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions.

Saksham Singh Kushwaha, Irán R. Román, Magdalena Fuentes, Juan Pablo Bello

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Flowgrad: Using Motion for Visual Sound Source Localization.

Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes

Proceedings of the IEEE International Conference on Acoustics, 2023

Tempo vs. Pitch: Understanding Self-Supervised Tempo Estimation.

Giovana Morais, Matthew E. P. Davies, Marcelo Queiroz, Magdalena Fuentes

Proceedings of the IEEE International Conference on Acoustics, 2023

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, Juan Pablo Bello

Proceedings of the IEEE International Conference on Acoustics, 2023

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

Adapting meter tracking models to Latin American music.

Lucas S. Maia, Martín Rocamora, Luiz W. P. Biscainho, Magdalena Fuentes

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

How to Listen? Rethinking Visual Sound Localization.

Ho-Hsiang Wu, Magdalena Fuentes, Prem Seetharaman, Juan Pablo Bello

Proceedings of the Interspeech 2022, 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

Proceedings of the IEEE International Conference on Acoustics, 2022

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

Proceedings of the 30th European Signal Processing Conference, 2022

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

Exploring modality-agnostic representations for music classification.

Ho-Hsiang Wu, Magdalena Fuentes, Juan Pablo Bello

CoRR, 2021

MONYC: Music of New York City Dataset.

Magdalena Fuentes, Danielle Zhao, Vincent Lostanlen, Mark Cartwright, Charlie Mydlarz, Juan Pablo Bello

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

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

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context.

Mark Cartwright, Jason Cramer, Ana Elisa Méndez Méndez, Yu Wang, Ho-Hsiang Wu, Vincent Lostanlen, Magdalena Fuentes, Graham Dove, Charlie Mydlarz, Justin Salamon, Oded Nov, Juan Pablo Bello

Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

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

PhD thesis, 2019

SAMBASET: A Dataset of Historical Samba de Enredo Recordings for Computational Music Analysis.

Lucas Maia, Magdalena Fuentes, Luiz W. P. Biscainho, Martín Rocamora, Slim Essid

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Tracking Beats and Microtiming in Afro-Latin American Music Using Conditional Random Fields and Deep Learning.

Magdalena Fuentes, Lucas Maia, Martín Rocamora, Luiz W. P. Biscainho, Hélène Camille Crayencour, Slim Essid, Juan Pablo Bello

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

mirdata: Software for Reproducible Usage of Datasets.

Rachel M. Bittner, Magdalena Fuentes, David Rubinstein, Andreas Jansson, Keunwoo Choi, Thor Kell

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

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

Proceedings of the IEEE International Conference on Acoustics, 2019

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

Analysis of Common Design Choices in Deep Learning Systems for Downbeat Tracking.

Magdalena Fuentes, Brian McFee, Hélène C. Crayencour, Slim Essid, Juan Pablo Bello

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

2016

Detection of ENF discontinuities using PLL for audio authenticity.

Magdalena Fuentes, Pablo Zinemanas, Pablo Cancela, José Antonio Apolinário

Proceedings of the IEEE 7th Latin American Symposium on Circuits & Systems, 2016

Detection of Follicles in Ultrasound Videos of Bovine Ovaries.

Alvaro Gómez, Guillermo Carbajal, Magdalena Fuentes, Carolina Viñoles

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016

2015

A Multimodal Approach for Percussion Music Transcription from Audio and Video.

Bernardo Marenco, Magdalena Fuentes, Florencia Lanzaro, Martín Rocamora, Alvaro Gómez

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015