Ricardo Falcon Perez
Doctoral Researcher
Doctoral Researcher
T412 Department of Information and Communications Engineering
Full researcher profile
https://research.aalto.fi/...
Areas of expertise
machine learning, music information retrieval, Audio Signal Processing
Research groups
- Communication Acoustics: Spatial Sound and Psychoacoustics, Doctoral Researcher
Publications
Location as Supervision for Weakly Supervised Multi-Channel Source Separation of Machine Sounds
Ricardo Falcon-Perez, Gordon Wichern, Francois G. Germain, Jonathan Le Roux
2023
Proceedings of the 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2023
CURRICULUM LEARNING WITH AUDIO DOMAIN DATA AUGMENTATION FOR SOUND EVENT LOCALIZATION AND DETECTION
Ricardo Falcon Perez
2022
Spatial Mixup: Directional Loudness Modification as Data Augmentation for Sound Event Localization and Detection
Ricardo Falcon Perez, Kazuki Shimada, Yuichiro Koyama, Shusuke Takahashi, Yuki Mitsufuji
2022
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing
Neural network for multi-exponential sound energy decay analysis
Georg Götz, Ricardo Falcon Perez, Sebastian Schlecht, Ville Pulkki
2022
Journal of the Acoustical Society of America
Spherical Maps of Acoustic Properties as Feature Vectors in Machine-Learning-Based Estimation of Acoustic Parameters
Ricardo Falcon Perez, Georg Götz, Ville Pulkki
2021
Journal of the Audio Engineering Society
Machine-learning-based estimation of reverberation time using room geometry for room effect rendering
Ricardo Falcon Perez, Georg Götz, Ville Pulkki
2019
Proceedings of the 23rd International Congress on Acoustics : integrating 4th EAA Euroregio 2019 : 9-13 September 2019 in Aachen, Germany