Sound Classification Problem

• Classifying the cry of a baby into 4 classes namely: Hunger , Tiredness, Discomfort , Belly pain

• This is a Machine Learning Approach towards Sound Classification

• You can apply this to your own custom Dataset for any kind of Sound Classification

Things You'll Need :

• Dataset
• MetaData file for Dataset

Dataset Used

• I used a public Dataset and then collected some of my own data as well and combined it for the project.
• Link to Dataset : https://github.com/gveres/donateacry-corpus

Steps

1. Feature Extraction
2. Creating Dataframe
3. Applying Test/Train Splits
4. Fitting Model on Training Data
5. Results (Model Score and Confusion Matrix)

Follow my medium article for tutorial

• https://medium.com/@khalilhamza798/baby-cry-classification-using-machine-learning-af857cd7d41a