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.

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

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
README.md		README.md
STFT_feature_extractor.ipynb		STFT_feature_extractor.ipynb
continuous_sound_classification - from mic.ipynb		continuous_sound_classification - from mic.ipynb
continuous_sound_classification.ipynb		continuous_sound_classification.ipynb
sound_event_classifier.ipynb		sound_event_classifier.ipynb