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MATLABorPython

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Preprocess

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shape(96,64)

Predict

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4

Demoworkflow

Data

Preparation

AI

Modeling

Simulation

andTest

Deployment

UseYourMobileDevicestoAcquireandAnalyzeData

mobiledevobjecttoacquiredata

microphoneproperty

GPS

SenddatatoMATLABorMATLABOnlineforanalysis

AvailablebothinAndroidandiOS

Data

Preparation

66

Data

Preparation

PAGE

10

Data

Preparation

AudioDataPreprocessingandLabeling

Data

Preparation

NewSignal

Transform

Pre-Trained

Model

Predicted

Label

SignalProcessing+AIModeling

Data

Preparation

AI

Modeling

Signals

MelSpectrogram

Train

ConvolutionalNetwork(CNN)

TrainedModel

Labels

DataPreprocessingforDeepLearning

DataPreparation

AI

Modeling

ImportingAIModel

DataPreparation

AI

Modeling

ImportingDataandTrainingAIModel

DataPreparation

AI

Modeling

TestingTrainedAIModelinMATLAB

SimulationandTest

TestingTrainedAIModelinPython

SimulationandTest

TestingTrainedAIModelinPythonwithMATLAB

SimulationandTest

DeployingasPythonPackagefromMATLAB

Deployment

TestingPythonPackage

Deployment

DeployingPythonPackageasWebApp

Deployment

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JamesPark

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jpark@

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