Source code complementing our paper for acoustic event classification using convolutional neural networks.
Acoustic Event Detection with TensorFlow Lite
Workshop on Detection and Classification of Acoustic Scenes and Events
Detecting birdsong using machine learning
A collection of manually annotated audio files for acoustic event detection (AED).
A compact pipeline for detecting emergency vehicles from audio using deep learning. Includes data download and preprocessing, MFCC/LFCC/Chroma feature extraction, model training (autoencoders for dimensionality reduction and FFNN/CNN/LSTM classifiers) and performance evaluation.
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