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This repository focuses on the deployment of voice data to enhance biometrics comprehensively, through the integration of wearable piezoelectric sensors and an AI/ML model.

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ABnano/Voicotromics

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Voicotromics

Voicotromics provides the idea for the deployment of voice data for strengthening biometrics in fusion with the piezoelectric wearable printed sensor with a programmable acoustic neural network (PANN).

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##Programmable acoustic neural network (PANN): It is a sequential model that consists of four layers one input layer, two hidden layers, and one output layer containing 128, 64, 32, and 1 neuron, respectively.

PANN_git

##Principal component analysis (PCA): It is an unsupervised algorithm that can work well for separating the different features. here, PCA has been utilized for recognizing the speakers based on their voiceprint features.

PCA_git

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This repository focuses on the deployment of voice data to enhance biometrics comprehensively, through the integration of wearable piezoelectric sensors and an AI/ML model.

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