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Implementation of Competitive Learning Networks for WEKA
Foreword In a previous article, we shown that by using WEKA a researcher can easily implement her own algorithms without other technical concernings like binding an algorithm with a GUI or even loading...
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Implementation of Elman Recurrent Neural Network in WEKA
Foreword In this article, we will discuss the implementation of the Elman Network or Simple Recurrent Network (SRN) [1],[2] in WEKA. The implementation of Elman NN in WEKA is actually an extension to...
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Letter to Phoneme Conversion in CMU Sphinx-4: Literature review
1. Foreword Currently Sphinx-4 uses a predefined dictionary for mapping words to sequence of phonemes. I propose modifications in the Sphinx-4 code that will enable it to use trained models (through...
View ArticlePhonetisaurus: A WFST-driven Phoneticizer – Framework Review
Foreword This article tries to analyze the phonetisaurus g2p [1], [2] code by describing it’s main parts and algorithms behind these. Phonetisaurus is a modular system and includes support for several...
View ArticlePorting phonetisaurus many-to-many alignment python script to C++
Notice: This article is outdated. The application described here is now part of the SphinxTrain application. Please refer to recent articles in CMUSphinx category for the latest info. (originally...
View ArticleUsing OpenGrm NGram Library for the encoding of joint multigram language...
(originally posted at http://cmusphinx.sourceforge.net/2012/06/using-opengrm-ngram-library-for-the-encoding-of-joint-multigram-language-models-as-wfst/) Foreword This article will review the OpenGrm...
View ArticleAutomating the creation of joint multigram language models as WFST
Notice: This article is outdated. The application described here is now part of the SphinxTrain application. Please refer to recent articles in CMUSphinx category for the latest info. (originally...
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Compatibility issues using binary fst models generated by OpenGrm NGram...
(originally posted at http://cmusphinx.sourceforge.net/2012/06/compatibility-issues-using-binary-fst-models-generated-by-opengrm-ngram-library-with-phonetisaurus-decoder/) Foreword Previous articles...
View ArticleAutomating the creation of joint multigram language models as WFST: Part 2
(originally posted at http://cmusphinx.sourceforge.net/2012/06/automating-the-creation-of-joint-multigram-language-models-as-wfst-part-2/) Foreword This a article presents an updated version of the...
View ArticleUsing the grapheme-to-phoneme feature in CMU Sphinx-4
Foreword This article summarizes and updates the previous articles [1] related to the new grapheme-to-phoneme (g2p) feature in CMU Sphinx-4 speech recognizer [2]. In order to support automatic g2p...
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