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GMM-GMR is a light package of functions in C/C++ to compute Gaussian Mixture Model (GMM) and Gaussian Mixture Regression (GMR). It allows to encode any dataset in a GMM, and GMR can then be used to retrieve partial data by specifying the desired inputs.
The aim of this project is to implement a realistic application of artificial neural networks. Our work will be based on wisconsin breast cancer database (http://mlearn.ics.uci.edu/databases/breast-cancer-wisconsin/) and use the C++-based Torch machine learning library to implement BackPropagation, EM with GMMs (initialized with the K-means algorithm) and an SVM algorithm.
A speaker recognition/identification system written in Python, based on the LIUM Speaker Diarization framework. VoiceID can process video or audio files to identify in which slices of time there is a person speaking (diarization); then it examines all those segments to identify who is speaking. To do so you must have a voice models database. To create the database you have to do a "train phase", in interactive mode, by assigning a label to the unknown speakers. You can also build yourself the sp
IntroductionOpenCVX is a project to provide tweaked functions or extensional functions for OpenCV which is a well known open source Computer Vision C library. This library is still growing. Currently, for example, cvGaussPdf (Gaussian Probability density function), cvGmmPdf (Mixture of Gaussian Probability function), cvCropImageROI (Crop an affine transformed region of interest from an image), cvPutImageROI (Put an sub-image on an affine transformed region of interest of an image), several skin-
Goggles Music Manager is a music collection manager and player that automatically categorizes your music files based on genre, artist, album, and song. It supports gapless playback and features easy tag editing. FeaturesFast and light weight. Quick startup, no splash screen needed! Supports Ogg Vorbis , FLAC, MP3 , MP4 , ASF and Musepack music files. Support for AlbumArt embedded in tag or as separate file on disk. Tag editing and file renaming capability (batch). One or more tracks may be edite