Learning from Silence and Noise for Visual Sound Source Localization Models
Xavier Juanola, Giovana Morais, Gloria Haro, Magdalena Fuentes. (2025). "Learning from Silence and Noise for Visual Sound Source Localization Models." BMVC 2025
Curriculum Vitae
Education
- B.S. in Theoretical Physics, Universitat de Barcelona, 2018
- M.S. in Intelligent Interactive Systems, Universitat Pompeu Fabra, 2019
- M.S. in High Energy, Astrophysics and Cosmology, Universitat Autònoma de Barcelona, 2021
- Ph.D in Sound Source Localization using Deep Learning, Universitat Pompeu Fabra, 2026 (expected)
Work experience
March 2019 - July 2019: Master Thesis on NLP
- Universitat Pompeu Fabra
- Duties included: Twitter Crawler, SVM classifier, NLP
- Supervisor: Professor Ana Freire
July 2019 - January 2021: Artificial Intelligence Engineer / NLP Engineer
- Driving01, Doing Digitalization Happen
- Duties included: Chatbot development
January 2021 - August 2021: Data Scientists / Business Intelligence
- Driving01, Doing Digitalization Happen
- Duties included: Predictive models, Data Unit Project
August 2021 - November 2022: Senior Data Scientist & Data Expert
- Schneider Electric
- Duties included: Predictive model, Data anonymization, Consultancy
November 2022 - Actual: Ph.D Candidate
- Universitat Pompeu Fabra
- Duties included: Research, Teaching
- Supervisor: Professor Gloria Haro
Skills
- Mathematics & Physics
- Research Skills
- Team Work
- Machine Learning
- Deep Learning
Publications
Visual Sound Source Localization: Assessing Performance with Both Positive and Negative Audio
Xavier Juanola, Giovana Morais, Gloria Haro, Magdalena Fuentes. (2025). "Visual Sound Source Localization: Assessing Performance with Both Positive and Negative Audio; Sight and Sound (CVPR Workshop)2025
A Critical Assessment of Visual Sound Source Localization Models Including Negative Audio
Xavier Juanola, Gloria Haro, Magdalena Fuentes. (2024). "A Critical Assessment of Visual Sound Source Localization Models Including Negative Audio." ICASSP 2025
A Brief Analysis of SLAVC method for Sound Source Localization
Xavier Juanola, Gloria Haro. (2023). "A Brief Analysis of SLAVC method for Sound Source Localization." Image Processing On Line
Talks
ICASSP Paper Presentation at NYU
Talk at New York University, Tandon School of Engineering, New York City, USA
Paper Presentation at MLBriefs 3rd Edition presentation’s day
Talk at Université Paris Saclay, Centre Borelli, Orsay, France
Invited Speaker at MLBriefs 3rd Edition Workshop
Talk at Université Paris Saclay, Centre Borelli, Orsay, France