Magdalena Fuentes

64 papers A* 1A 3C 2Misc 8Journal 31Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
"Choices? That's the dream": challenges and opportunities in non-speech information closed-captioning.
Frontiers Comput. Sci.
Lloyd May, Michael Clemens, Khang Dang, Keita Ohshiro, Sripathi Sridhar, Pauline Wee, Magdalena Fuentes, Sooyeon Lee, Mark Cartwright
2025 Misc conf
A Critical Assessment of Visual Sound Source Localization Models Including Negative Audio.
ICASSP
Xavier Juanola, Gloria Haro, Magdalena Fuentes
2025 — conf
Balancing Information Preservation and Disentanglement in Self-Supervised Music Representation Learning.
WASPAA
Julia Wilkins, Sivan Ding, Magdalena Fuentes, Juan Pablo Bello
2025 J jnl
Balancing Information Preservation and Disentanglement in Self-Supervised Music Representation Learning.
CoRR
Julia Wilkins, Sivan Ding, Magdalena Fuentes, Juan Pablo Bello
2025 J jnl
Do Music Source Separation Models Preserve Spatial Information in Binaural Audio?
CoRR
Richa Namballa, Agnieszka Roginska, Magdalena Fuentes
2025 — conf
Do Music Source Separation Models Preserve Spatial Information in Binaural Audio?.
ISMIR
Richa Namballa, Agnieszka Roginska, Magdalena Fuentes
2025 A conf
Domain Adaptation Method and Modality Gap Impact in Audio-Text Models for Prototypical Sound Classification.
INTERSPEECH
Emiliano Acevedo, Martín Rocamora, Magdalena Fuentes
2025 J jnl
Domain Adaptation Method and Modality Gap Impact in Audio-Text Models for Prototypical Sound Classification.
CoRR
Emiliano Acevedo, Martín Rocamora, Magdalena Fuentes
2025 J jnl
Investigating Modality Contribution in Audio LLMs for Music.
CoRR
Giovana Morais, Magdalena Fuentes
2025 J jnl
Latent Multi-view Learning for Robust Environmental Sound Representations.
CoRR
Sivan Ding, Julia Wilkins, Magdalena Fuentes, Juan Pablo Bello
2025 J jnl
Learning from Silence and Noise for Visual Sound Source Localization.
CoRR
Xavier Juanola, Giovana Morais, Magdalena Fuentes, Gloria Haro
2025 J jnl
Live Vocal Extraction from K-pop Performances.
CoRR
Yujin Kim, Richa Namballa, Magdalena Fuentes
2025 J jnl
Musical Source Separation of Brazilian Percussion.
CoRR
Richa Namballa, Giovana Morais, Magdalena Fuentes
2025 — conf
Post-Training Quantization for Audio Diffusion Transformers.
WASPAA
Tanmay Khandelwal, Magdalena Fuentes
2025 J jnl
Post-Training Quantization for Audio Diffusion Transformers.
CoRR
Tanmay Khandelwal, Magdalena Fuentes
2025 — ed.
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
ISMIR
Juhan Nam, Dasaem Jeong, Keunwoo Choi, Li Su, Magdalena Fuentes, Tomoyasu Nakano, Xiao Hu, Hao-Wen (Herman) Dong
2025 Misc conf
SONIQUE: Video Background Music Generation Using Unpaired Audio-Visual Data.
ICASSP
Liqian Zhang, Magdalena Fuentes
2025 J jnl
Skip That Beat: Augmenting Meter Tracking Models for Underrepresented Time Signatures.
CoRR
Giovana Morais, Brian McFee, Magdalena Fuentes
2025 Misc conf
Twenty-Five Years of MIR Research: Achievements, Practices, Evaluations, and Future Challenges.
ICASSP
Geoffroy Peeters, Zafar Rafii, Magdalena Fuentes, Zhiyao Duan, Emmanouil Benetos, Juhan Nam, Yuki Mitsufuji
2025 J jnl
Twenty-Five Years of MIR Research: Achievements, Practices, Evaluations, and Future Challenges.
CoRR
Geoffroy Peeters, Zafar Rafii, Magdalena Fuentes, Zhiyao Duan, Emmanouil Benetos, Juhan Nam, Yuki Mitsufuji
2024 J jnl
A Critical Assessment of Visual Sound Source Localization Models Including Negative Audio.
CoRR
Xavier Juanola, Gloria Haro, Magdalena Fuentes
2024 — conf
Investigating Time-Line-Based Music Traditions With Field Recordings: A Case Study of Candomblé Bell Patterns.
ISMIR
Lucas Simões Maia, Richa Namballa, Martín Rocamora, Magdalena Fuentes, Carlos Guedes
2024 J jnl
SONIQUE: Video Background Music Generation Using Unpaired Audio-Visual Data.
CoRR
Liqian Zhang, Magdalena Fuentes
2024 J jnl
Selective Annotation of Few Data for Beat Tracking of Latin American Music Using Rhythmic Features.
Trans. Int. Soc. Music. Inf. Retr.
Lucas Simões Maia, Martín Rocamora, Luiz W. P. Biscainho, Magdalena Fuentes
2024 J jnl
Self-Supervised Multi-View Learning for Disentangled Music Audio Representations.
CoRR
Julia Wilkins, Sivan Ding, Magdalena Fuentes, Juan Pablo Bello
2024 J jnl
Soundata: Reproducible use of audio datasets.
J. Open Source Softw.
Magdalena Fuentes, Genís Plaja-Roglans, Guillem Cortès-Sebastià, Tanmay Khandelwal, Marius Miron, Xavier Serra, Juan Pablo Bello, Justin Salamon
2024 A* conf
Unspoken Sound: Identifying Trends in Non-Speech Audio Captioning on YouTube.
CHI
Lloyd May, Keita Ohshiro, Khang Dang, Sripathi Sridhar, Jhanvi Pai, Magdalena Fuentes, Sooyeon Lee, Mark Cartwright
2023 J jnl
A Multimodal Prototypical Approach for Unsupervised Sound Classification.
CoRR
Saksham Singh Kushwaha, Magdalena Fuentes
2023 A conf
A multimodal prototypical approach for unsupervised sound classification.
INTERSPEECH
Saksham Singh Kushwaha, Magdalena Fuentes
2023 J jnl
Adapting Meter Tracking Models to Latin American Music.
CoRR
Lucas Simões Maia, Martín Rocamora, Luiz W. P. Biscainho, Magdalena Fuentes
2023 — conf
Bridging High-Quality Audio and Video Via Language for Sound Effects Retrieval from Visual Queries.
WASPAA
Julia Wilkins, Justin Salamon, Magdalena Fuentes, Juan Pablo Bello, Oriol Nieto
2023 J jnl
Bridging High-Quality Audio and Video via Language for Sound Effects Retrieval from Visual Queries.
CoRR
Julia Wilkins, Justin Salamon, Magdalena Fuentes, Juan Pablo Bello, Oriol Nieto
2023 Misc conf
Does a Quieter City Mean Fewer Complaints? The Sounds of New York City During Covid-19 Lockdown.
ICASSP
Mark Cartwright, Magdalena Fuentes, Charlie Mydlarz, Fabio Miranda, Juan Pablo Bello
2023 Misc conf
Flowgrad: Using Motion for Visual Sound Source Localization.
ICASSP
Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes
2023 — conf
Sound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions.
WASPAA
Saksham Singh Kushwaha, Irán R. Román, Magdalena Fuentes, Juan Pablo Bello
2023 J jnl
Sound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions.
CoRR
Saksham Singh Kushwaha, Irán R. Román, Magdalena Fuentes, Juan Pablo Bello
2023 Misc conf
Tempo vs. Pitch: Understanding Self-Supervised Tempo Estimation.
ICASSP
Giovana Morais, Matthew E. P. Davies, Marcelo Queiroz, Magdalena Fuentes
2023 J jnl
Tempo vs. Pitch: understanding self-supervised tempo estimation.
CoRR
Giovana Morais, Matthew E. P. Davies, Marcelo Queiroz, Magdalena Fuentes
2023 J jnl
Two vs. Four-Channel Sound Event Localization and Detection.
CoRR
Julia Wilkins, Magdalena Fuentes, Luca Bondi, Shabnam Ghaffarzadegan, Ali Abavisani, Juan Pablo Bello
2022 — conf
A Study on Robustness to Perturbations for Representations of Environmental Sound.
EUSIPCO
Sangeeta Srivastava, Ho-Hsiang Wu, João Rulff, Magdalena Fuentes, Mark Cartwright, Cláudio T. Silva, Anish Arora, Juan Pablo Bello
2022 J jnl
A Study on Robustness to Perturbations for Representations of Environmental Sound.
CoRR
Sangeeta Srivastava, Ho-Hsiang Wu, João Rulff, Magdalena Fuentes, Mark Cartwright, Cláudio T. Silva, Anish Arora, Juan Pablo Bello
2022 — conf
Adapting meter tracking models to Latin American music.
ISMIR
Lucas Simões Maia, Martín Rocamora, Luiz W. P. Biscainho, Magdalena Fuentes
2022 J jnl
FlowGrad: Using Motion for Visual Sound Source Localization.
CoRR
Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes
2022 A conf
How to Listen? Rethinking Visual Sound Localization.
INTERSPEECH
Ho-Hsiang Wu, Magdalena Fuentes, Prem Seetharaman, Juan Pablo Bello
2022 J jnl
How to Listen? Rethinking Visual Sound Localization.
CoRR
Ho-Hsiang Wu, Magdalena Fuentes, Prem Seetharaman, Juan Pablo Bello
2022 J jnl
REIP: A Reconfigurable Environmental Intelligence Platform and Software Framework for Fast Sensor Network Prototyping.
Sensors
Yurii Piadyk, Bea Steers, Charlie Mydlarz, Mahin Salman, Magdalena Fuentes, Junaid Ahmed Khan, Hong Jiang, Kaan Ozbay, Juan Pablo Bello, Cláudio T. Silva
2022 Misc conf
Urban Sound & Sight: Dataset And Benchmark For Audio-Visual Urban Scene Understanding.
ICASSP
Magdalena Fuentes, Bea Steers, Pablo Zinemanas, Martín Rocamora, Luca Bondi, Julia Wilkins, Qianyi Shi, Yao Hou, Samarjit Das, Xavier Serra, Juan Pablo Bello
2021 J jnl
Exploring modality-agnostic representations for music classification.
CoRR
Ho-Hsiang Wu, Magdalena Fuentes, Juan Pablo Bello
2021 — conf
MONYC: Music of New York City Dataset.
DCASE
Magdalena Fuentes, Danielle Zhao, Vincent Lostanlen, Mark Cartwright, Charlie Mydlarz, Juan Pablo Bello
2021 — ed.
Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), Online, November 15-19, 2021
DCASE
Frederic Font, Annamaria Mesaros, Daniel P. W. Ellis, Eduardo Fonseca, Magdalena Fuentes, Benjamin Elizalde
2021 J jnl
Soundata: A Python library for reproducible use of audio datasets.
CoRR
Magdalena Fuentes, Justin Salamon, Pablo Zinemanas, Martín Rocamora, Genís Paja, Irán R. Román, Rachel M. Bittner, Marius Miron, Xavier Serra, Juan Pablo Bello
2020 — conf
Moving in Time: Computational Analysis of Microtiming in Maracatu de Baque Solto.
ISMIR
Matthew E. P. Davies, Magdalena Fuentes, João Fonseca, Luís Aly, Marco Jerónimo, Filippo Bonini Baraldi
2020 — conf
SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context.
DCASE
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
2020 J jnl
SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context.
CoRR
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
2019 Misc conf
A Music Structure Informed Downbeat Tracking System Using Skip-chain Conditional Random Fields and Deep Learning.
ICASSP
Magdalena Fuentes, Brian McFee, Hélène C. Crayencour, Slim Essid, Juan Pablo Bello
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 — conf
SAMBASET: A Dataset of Historical Samba de Enredo Recordings for Computational Music Analysis.
ISMIR
Lucas Simões Maia, Magdalena Fuentes, Luiz W. P. Biscainho, Martín Rocamora, Slim Essid
2019 — conf
Tracking Beats and Microtiming in Afro-Latin American Music Using Conditional Random Fields and Deep Learning.
ISMIR
Magdalena Fuentes, Lucas Simões Maia, Martín Rocamora, Luiz W. P. Biscainho, Hélène C. Crayencour, Slim Essid, Juan Pablo Bello
2019 — conf
mirdata: Software for Reproducible Usage of Datasets.
ISMIR
Rachel M. Bittner, Magdalena Fuentes, David Rubinstein, Andreas Jansson, Keunwoo Choi, Thor Kell
2018 J jnl
An ENF-Based Audio Authenticity Method Robust to MP3 Compression.
Circuits Syst. Signal Process.
Pablo Zinemanas, Magdalena Fuentes, Pablo Cancela, José Antonio Apolinário
2018 — conf
Analysis of Common Design Choices in Deep Learning Systems for Downbeat Tracking.
ISMIR
Magdalena Fuentes, Brian McFee, Hélène C. Crayencour, Slim Essid, Juan Pablo Bello
2016 — conf
Detection of ENF discontinuities using PLL for audio authenticity.
LASCAS
Magdalena Fuentes, Pablo Zinemanas, Pablo Cancela, José Antonio Apolinário
2016 C conf
Detection of Follicles in Ultrasound Videos of Bovine Ovaries.
CIARP
Alvaro Gómez, Guillermo Carbajal, Magdalena Fuentes, Carolina Viñoles
2015 C conf
A Multimodal Approach for Percussion Music Transcription from Audio and Video.
CIARP
Bernardo Marenco, Magdalena Fuentes, Florencia Lanzaro, Martín Rocamora, Alvaro Gómez