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Software
Python [Open Source at tyiannak@github]
| pyAudioAnalysis | A Python Audio Analysis Library for: feature extraction, classification, silence removal, clustering, segmentation, thumbnailing, etc |
| deep_audio_features | Training an using CNNs on audio classification tasks using pytorch |
| amvoc | A Python Tool for Analysis of Mouse Vocal Communication |
| multimodal_movie_analysis | A Python Tool for Analyzing movies using multimodal machine learning |
| paura | A Python tool for recording and analyzing audio in an online and realtime manner |
| auros | A ROS framework for audio analysis using Python |
| pyTextClassification | A Python library for training and using classifiers for textual documents |
| pyImageClassification | A Python library for basic image classification using hand-crafted features |
Matlab [Open Source at Mathworks File Exchange]
| Matlab Audio Analysis Library | The MATLAB code of the book "Introduction to Audio Analysis, A MATLAB Approach" |
| Silence removal in speech signals | A simple method for silence removal and segmentation of audio streams that contain speech |
| Image Processing GUI | A GUI demonstrating some basic image processing functionalities |
| Image Query Demo | A simple query by image example method, based on HSV values |
| Real Time Microphone and Camera audio-visual analysis | A demo for real-time audio and image processing |
| Color Detection Using HSV Color Space | A simple method for training and testing a color detection |
Matlab - Binaries (closed source)
Not available in the Mathworks website. Need to have the Matlab Component Runtime installer installed.
| Speech - Music Discrimination | Used for automatic segmentation and discrimination between speech and music of audio streams. Underlying method published in journal [2] (see Publications). |
| Multi-class Audio Segmentation | Used as a demo for multi-class audio segmentation of movies. Focus was paid to violent content of movies and respective audio sounds (e.g. gunshots). |