search

Universite-Gustave-Eiffel / NoiseCapture

Android App dedicated to the measurement of environmental noise.
http://noise-planet.org/fr/noisecapture.html
GNU General Public License v3.0
88 stars 45 forks source link

NoiseCapture App - Sound Recognition #373

Open EngYass opened 1 year ago

EngYass commented 1 year ago

Do you have in "NoiseCapture App" classification or recognition for Noise sources?

Picaut commented 1 year ago

Not yet in the App but it may be done from the data in the remote server. Including such process in the App seems possible in the future.

pierromond commented 1 year ago

This is an attempt : Ali, Y. H., Rashid, R. A., & Hamid, S. Z. A. (2022). A machine learning for environmental noise classification in smart cities. Indonesian Journal of Electrical Engineering and Computer Science, 25(3), 1777-1786.

Maybe it can help you !

EngYass commented 1 year ago

Thank you @Picaut Actually, I did my Master's project based on the "NoiseCapture App" Thanks for Noise-Planet. However, do you have some ideas for a Ph.D. project to develop or do something if you have suggestion please?

Thank You @pierromond Actually this is one of my two Articles which I have published.

mediagp commented 1 year ago

Dear all:

Last year, we modified noisecapture App to Noise labelling improvement as a first phase to implement detection and classification of sound sources. https://github.com/fterroso/noise_capture_labelling_improvement Here are more details about the improvements (spanish version): http://sea-acustica.es/fileadmin/Elche22/ID-96.pdf

This year, we plan to start with MLearning model training and implementation in the app. Contributions and collaborations are welcome.

Best regards. JM