Repo for the ACMMM20 submission: "Personalized breath based biometric authentication with wearable multimodality".

Last update: Nov 15, 2021

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Deep Learning personalized-breath

Overview

personalized-breath

Repo for the ACMMM20 submission: "Personalized breath based biometric authentication with wearable multimodality".

Guideline

To extract features:

cd personalized-breath/
python src/processing/extract_acce_gyro.py
python src/processing/extract_audio.py

To train model:

python src/main.py --breath_type=normal --model_type=multi --model_name=tcn --no_outer=0
results stored in results/

To get results:

with open('results/outputs/'+breath_type+'/list_test_acc_'+model_name, 'rb') as filehandle: list_test_acc = pickle.load(filehandle)

Owner

Manh-Ha Bui

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