Audio classification feature demo\ Detailed description can be found here
Get a copy of this repo
Install system packages
sudo apt-get install libportaudio2 portaudio19-devInstall python requirements
pip install -r requirements.txtDownload and extract saved models to source directory
wget https://s3.amazonaws.com/audioanalysis/models.tar.gz
tar -xzf models.tar.gzrun
python parse_file.py path_to_your_file.wavNote: file should have 16000 rate
run
python capture.pyIt will capture and process samples in a loop.\ To get info about parameters run
python capture.py --helprun
python daemon.pyBy default you can reach it on http://127.0.0.1:8000 \ It will:
Also you can configure your devicehive connection though this web interface.
To train classification model next resources have been used:
You can try to train model with more steps/samples to get more accuracy.