Python wrappers for the NVIDIA cuDNN libraries
created at Nov. 3, 2014, 7:55 p.m.
C++ implementation of LSTM (Long Short Term Memory), in Kaldi's nnet1 framework. Used for automatic speech recognition, possibly language modeling etc, the training can be switched between CPU and GPU(CUDA). This repo is now merged into official Kaldi codebase(Karel's setup), so this repo is no longer maintained, please check out the Kaldi project instead.
created at Sept. 16, 2014, 6:15 a.m.
Library for implementing RNNs with Theano
created at Aug. 19, 2014, 1:08 p.m.
Neural network phone duration model on top of the Kaldi speech recognition framework
created at Aug. 19, 2014, 9:01 a.m.
Grammar rules and dictionaries for the phonetic transcription of Russian sentences
created at July 28, 2014, 9:26 a.m.
Conversion of recurrent neural network language models to weighted finite state transducers
created at July 16, 2014, 9:46 a.m.
Easy benchmarking of all publicly accessible implementations of convnets
created at July 12, 2014, 3:18 a.m.
Collection of three method of moments based algorithms for learning stochastic languages.
created at Jan. 30, 2014, 7:21 p.m.
SailAlign is an open-source software toolkit for robust long speech-text alignment implementing an adaptive, iterative speech recognition and text alignment scheme that allows for the processing of very long (and possibly noisy) audio and is robust to transcription errors. It is mainly written as a perl library but its functionality also depends on freely available software, namely HTK, srilm and sclite.
created at Aug. 22, 2013, 10:14 a.m.
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
created at Jan. 18, 2013, 5:44 a.m.