Open source HMM toolbox, with Discrete-HMM, Gaussian-HMM, GMM-HMM (matlab) Project Website: None Github Link: https://github.com/qiuqiangkong/matlab-hmm Description THIS IS AN OPEN SOURCE HMM TOOLBOX. IT IS FREE FOR INDIVIDUALS & RESEARCH. IF YOU ARE USING IT FOR COMMERCIAL USE, PLEASE CONTACT … Continue reading

# Tag Archives: HMM

hmmlearn: Hidden Markov Models in Python, with scikit-learn like API Project Website: http://hmmlearn.readthedocs.org Github Link: https://github.com/hmmlearn/hmmlearn Description hmmlearn is a set of algorithms for unsupervised learning and inference of Hidden Markov Models. For supervised learning learning of HMMs and similar … Continue reading

hmmus: Posterior decoding with a hidden Markov model Project Website: https://pypi.python.org/pypi/hmmus Github Link: None Description Hmmus has some C implementations of HMM algorithms with Python bindings, and it is meant to be useful under the following conditions: The sequence of … Continue reading

RHMM: HMM – Hidden Markov Models Project Website: https://cran.r-project.org/web/packages/HMM/ Github Link: None Description This toolbox supports inference and learning for HMMs with discrete outputs (dhmm’s), Gaussian outputs HMM: HMM – Hidden Markov Models Easy to use library to setup, apply … Continue reading

Hidden Markov Model (HMM) Toolbox for Matlab Project Website: http://www.cs.ubc.ca/~murphyk/Software/HMM/hmm.html Github Link: https://github.com/probml/pmtk3 Description This toolbox supports inference and learning for HMMs with discrete outputs (dhmm’s), Gaussian outputs (ghmm’s), or mixtures of Gaussians output (mhmm’s). The Gaussians can be full, … Continue reading

Jahmm: An implementation of Hidden Markov Models in Java Project Website: https://code.google.com/archive/p/jahmm/ Github Link: https://github.com/KommuSoft/jahmm Description Jahmm (pronounced “jam”), is a Java implementation of Hidden Markov Model (HMM) related algorithms. It’s been designed to be easy to use (e.g. simple … Continue reading

UMDHMM: Hidden Markov Model Toolkit Project Website: http://www.kanungo.com/software/software.html#umdhmm Github Link: None Description Hidden Markov Model (HMM) Software: Implementation of Forward-Backward, Viterbi, and Baum-Welch algorithms. The software has been compiled and tested on UNIX platforms (sun solaris, dec osf and linux) … Continue reading

GHMM: The General Hidden Markov Model library Project Website: http://www.ghmm.org/ Github Link: None Description The General Hidden Markov Model library (GHMM) is a freely available C library implementing efficient data structures and algorithms for basic and extended HMMs with discrete … Continue reading

HTK: The Hidden Markov Model Toolkit Project Website: http://htk.eng.cam.ac.uk/ Github Link: None Description The Hidden Markov Model Toolkit (HTK) is a portable toolkit for building and manipulating hidden Markov models. HTK is primarily used for speech recognition research although it … Continue reading

GIZA++: Training of statistical translation models Project Website: http://www.fjoch.com/GIZA++.html Github Link: https://github.com/moses-smt/giza-pp Description GIZA++ is an extension of the program GIZA (part of the SMT toolkit EGYPT) which was developed by the Statistical Machine Translation team during the summer workshop … Continue reading