stevenlol/soundeventclassification

Classify daily life events using audio data.

Sound Event Classification

Classify daily life events using audio data.

Segmented Sound Event Classification

Steps to follow

• Find the guide and explaination on this medium article.
• Find the dataset here
• Use STFT_feature_extractor.ipynb for extract STFT features and save the features. (This will create a new directory 'stft_257_1')
• Use sound_event_classifier.ipynb for training the machine learning model and testing. The features should be generated first by the above step.
• You may use a different train, validation and test splitting scheme by changing the code.

Continuous Sound Event Classification

Classify a sequence of sound events on a recorded audio clip. Find the guide and explaination on this medium article.