Personal profile
Education/Academic qualification
Dipl.ins., tietoliikennetekniikka
Award Date: 31 Dec 2018
Bachelor's degree, Engineering and Technology, Universidad Nacional Autónoma de México
Award Date: 20 Jun 2016
Keywords
- machine learning
- music information retrieval
- Audio Signal Processing
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
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Domain-aware deep learning for room acoustics: Parameter estimation, localization, and source separation
Falcón Pérez, R., 2026, Aalto University. 147 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
Scene-wide Acoustic Parameter Estimation
Falcon Perez, R., Gao, R., Mueckl, G., Gari, S. V. A. & Ananthabhotla, I., Oct 2025, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics. IEEE, 5 p. ( IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Location as Supervision for Weakly Supervised Multi-Channel Source Separation of Machine Sounds
Falcon-Perez, R., Wichern, G., Germain, F. G. & Le Roux, J., 2023, Proceedings of the 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2023. IEEE, (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics; vol. 2023-October).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile3 Citations (Scopus)96 Downloads (Pure) -
CURRICULUM LEARNING WITH AUDIO DOMAIN DATA AUGMENTATION FOR SOUND EVENT LOCALIZATION AND DETECTION
Falcon Perez, R., 15 Jul 2022.Research output: Contribution to conference › Paper › Scientific
Open Access -
Neural network for multi-exponential sound energy decay analysis
Götz, G., Falcon Perez, R., Schlecht, S. & Pulkki, V., 12 Aug 2022, In: Journal of the Acoustical Society of America. 152, 2, p. 942-953 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile29 Citations (Scopus)280 Downloads (Pure)
Projects
- 1 Finished
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Hybrid modeling of acoustics for virtual reality audio engines
Pulkki, V. (Principal investigator), Marschall, M. (Project Member), Falcon Perez, R. (Project Member), Fernandez, J. (Project Member), Pajunen, L. (Project Member), Götz, G. (Project Member), Bountourakis, V. (Project Member), Wirler, S. (Project Member), Paasonen, J. (Project Member), Hyvärinen, P. (Project Member) & McCormack, L. (Project Member)
01/09/2018 → 31/08/2022
Project: Academy of Finland: Other research funding
Activities
- 1 Conference presentation
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Machine-learning-based estimation of reverberation time using room geometry for room effect rendering
Falcon Perez, R. (Speaker), Götz, G. (Contributor) & Pulkki, V. (Contributor)
9 Sept 2019 → 14 Sept 2019Activity: Talk or presentation types › Conference presentation