Audio Diffuser

An audio-thumbnail generator.

Currently, the application is able to classify these 10 sounds:

• Air Conditioner
• Car Horn
• Children Playing
• Dog bark
• Drilling
• Engine Idling
• Gun Shot
• Jackhammer
• Siren
• Street Music

Server

Requirements

A machine that is capable of running TensorFlow and PyTorch.

Installation

Navigate to /server.

Install all dependencies within requirements.txt. This step depends on the system architecture you are currently using.

If using Anaconda / Minicoda, create a new environment specifically for this project:

$ conda env create -f environment.yml

Activate the audio-diffusion environment.

$ conda activate audio-diffusion

Download the pre-trained models.

$ python3 download.py

Lastly, set the environment variables required by copying .env.sample into .env.

Run

$ python3 app.py

The server will be accessible at http://localhost:5001.

Web app

Requirements

• npm or yarn
• Node

Installation

Navigate to /webapp.

$ yarn install

Configure .env.local to set whether the application should use a server mock.

Run

$ yarn dev

The web application will be accessible at http://localhost:3000.