Sound Source Localization - Demonstration

Project Definition

Build MLP and CNN network for Sound Source Localization.

Project Details

Input: binaural audio files

Output: labels

Classify 3 azimuth angles using binaural audio files as inputs. The azimuth angles are: 0, 30, and 60 degrees

Use MFCC as input features

Metrics: classification accuracy

The link to the dataset:

bit.ly/ssl_demo

The Process:

Mount google drive to acquire datset
Locate data and copy it to google colab
Import libraries
Load data
Build Neural Network
Train model
Test model
Evaluate model

Sources :

https://github.com/seth814/Audio-Classification

https://github.com/arief25ramadhan/Sound-Source-Localization

Credit goes to :

ARIEF RAMADHAN (https://github.com/arief25ramadhan)