Literature Review: Audio - forensic-architecture/mtriage GitHub Wiki Techniques Simple DSP Approaches Audio Alignment Onset detection Deep Learning for Sound Classification Introductory Sound classification using deep learning - walkthrough of a python project using deep learning techniques for classification of environmental sounds. Uses librosa and keras. Technical Neural Network Classification of Gunshots - Technical paper comparing different methods of classification in relation to gunshots in particular. Datasets Urbansound8k - large dataset of annotated environmental sounds. Acoustic Fingerprinting Introductory Audio fingerprinting with Python and Numpy A Fingerprint for Audio Audio fingerprinting - what is it and why is it useful? Technical A Review of Audio Fingerprinting Paper published by Shazam detailing their own algorithm Open Source Libraries dejavu - audio fingerprinting and recognition algorithm implemented in Python. Other Approaches Impulse Response SoundLoc - acoustic method for indoor localisation Acoustic Impulse Response Measurement - digitally capturing the acoustic signature of a space using impulse response. Acoustic Indices Visual Fingerprints of the Acoustic Environment - The Use of Acoustic Indices to Characterise Natural Habitats Related Projects mimic - a web platform with online coding environment to play with AI audio and signal processing.