Automatic Sound event recognition of traffic and community noise
Giraldo, Jose. (2017). "Automatic Sound event recognition of traffic and community noise." Universidad de San Buenaventura. 1(1).
CV
Education
- MSc in Acoustic Engineering, Univerisdad de Cádiz, 2022
- Data science for all 10-week AI Training Program, Correlation one, 2019
- B.S. in Sound Engineering, Universidad de San Buenaventura , 2017
Work experience
- 05/23 - Now: Research engineer
- Deep learning engineer for speech systems, train, optimize and research about TTS and STT AI models.
- 08/17 - Now: Research and Development
- AAC centro de acústica aplicada
- low-cost system design and signal processing, environmental noise monitoring systems, real-time sound event detection and classification
- 05/21 - 08/21 Summer of code student @ Orcasound
- Sounds similar for me: using open embeddings to improve sampling on Orcaal tool.
- 03/20 - 11/20 Data discovery specialist @ Rainforest connection
- Volunteer to organize unlabeled sound datasets for posterior labeling, manage a team that reviewed environmental sounds
Awards
- 12/2022 tensorflow community spotlight
- 06/2021 Google Summer of code
- 06/2018 Deep learning for MIR summer workshops scholarship, CCRMA at Stanford University
- 02/2018 Diversity scholarship for Pycon 2018
- 10/2017 National Travel grant for groups “Workshops of audio and acoustics”
Skills
- Digital signal processing
- Acoustics
- Machine learning
- Self learner
- Collaborative
Publications
Calibration of low-cost sound level meters using machine learning techniques(Abstract accepted)
Giraldo, Jose. (2018). "Calibration of low-cost sound level meters using machine learning techniques." The Journal of the Acoustical Society of America. 1(1).
Big Data Analysis and Machine Learning Techniques to Answer New Demands on Long Term Monitoring Noise Analysis
Big Data Analysis and Machine Learning Techniques to Answer New Demands on Long Term Monitoring Noise Analysis Bañuelos-Arteagoitia, Oier; Giraldo-Valencia, José Omar; Bañuelos-Irusta, Alberto; Gómez-Arteagoitia, Aritz
Talks
Retos en la adquisición y procesamiento de datos para modelos acústicos. Sistemas de monitoreo low-cost de ruido y lumínica.
Talk at Ruta-N, Medellín, Colombia
Acondicionamiento acústico para home studios
Talk at Casa de la cultura, Sincé, Colombia
Introducción al análisis de audio usando Machine Learning
Talk at Universidad de San buenaventura, Medellín, Colombia
Deep Learning Music
Talk at Pycon 2019, Bogotá, Colombia
Democratizing audio machine learning with the huggingface ecosystem
Tutorial at DCASE, Tampere, Finland
Service and leadership
- Member at Open Data Council, Discuss and collaborate with the open data strategy in Medellin.