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Acoustics project for application of Deep Learning, integrating a sample's creation module and a deep learning module, able to create simulations and predictions for soundfields

deep-learning finite-element-methods keras tensorflow

soundfields_integrated_tool's Introduction

Soundfield Integrated Tool

Tool developed to integrate a module for soundfield's creation and another for neural networks development, aiming to ease the task of generating models to predict soundfields from few measurements.

 

This tool was developed by Alexandre Otávio Guedes Drummond as Graduation Project, required to adquire the title of Bachelor on Acoustical Engineering at UFSM. June, 2022.


 

This repository unites the repos based on two other projects, from different authors, both acknowledged on its' project repo's. The modules are related according to the schema:

Integration Schema of modules

As each project was coupled as submodule, it must be cloned using the following steps:

 

git clone https://github.com/aogdrummond/soundfields_integrated_tool.git
cd soundfields_integrated_tool
git submodule init
git submodule update

 

From this point on, just follow each module instalation step independently.

soundfields_integrated_tool's People

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