Software

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=Statistical Speech Technology Group Software=
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===Statistical Speech Technology Group Software===
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Our policy: everything we write is free on the web. This wiki is intended to be definitive, because anybody in the group can edit it to add their own software. A spider-indexable backup is at http://www.isle.uiuc.edu/software .
Our policy: everything we write is free on the web. This wiki is intended to be definitive, because anybody in the group can edit it to add their own software. A spider-indexable backup is at http://www.isle.uiuc.edu/software .
-
Our software is available via [http://subversion.tigris.org subversion], using login name "anon" with no password (hit "enter" when a password is requested).
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You can access each project by browsing an SVN snapshot online, or by downloading a tgz file (gzipped .tar file) by using one of the links below.
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* On Windows, download [http://tortoisesvn.tigris.org/ TortoiseSVN]
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You can also check it out of our [http://subversion.apache.org subversion] server using login name "anon" with no password (hit "enter" when a password is requested).
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* On Linux, use the svn command, e.g., svn co svn://mickey.ifp.uiuc.edu/speechfileformats
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* On Windows, use [http://tortoisesvn.net/ TortoiseSVN].
 +
* On Linux, use <code>svn</code>. For example, for a project listed at {{SoftwarePath}}/speechfileformats use the command
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svn co svn://mickey.ifp.illinois.edu/speechfileformats
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<table border=2><tr>
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==Learning==
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<tr><td>Learning</td></tr>
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;HTKtrain (Sarah Borys and Mark Hasegawa-Johnson, 2008)
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<tr><td>Pronounce</td><td>Letters to phones using an HMM<br>
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:[{{SoftwarePath}}/HTKtrain source], [{{SoftwarePath}}/HTKtrain.tgz tgz]
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[http://mickey.ifp.uiuc.edu/speechWiki/index.php/Phonetic_Transcription_Tool Description],[http://mickey.ifp.uiuc.edu/speech/webpronounce/webpronounce.cgi Demo],
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:Scripts for training HMMs using HTK
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[svn://mickey.ifp.uiuc.edu/pronounce SVN archive] (Arthur Kantor, 2007)</td></tr>
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<tr><td>HDK</td><td>HTK-based Explicit-duration HMM<br>
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; Pronounce (Arthur Kantor, 2007)
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[http://www.isle.uiuc.edu/pubs/2003/chen03interspeech.pdf Description],
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: [[Phonetic Transcription Tool | Description]], [http://mickey.ifp.uiuc.edu/speech/webpronounce/webpronounce.cgi Demo], [{{SoftwarePath}}/pronounce source], [{{SoftwarePath}}/pronounce.tgz tgz]
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[http://www.isle.uiuc.edu/software/HDK4.tar.gz TGZ archive], [svn://mickey.ifp.uiuc.edu/HDK4_release SVN repository] (Ken Chen, 2003)
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: An orthographic string to phonetic string mapping tool.  
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</td></tr>
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:This tool computes American English phonetic transcriptions from plaintext. Its HMM either generates a most likely phonetic transcription, or forces alignment if a phonetic transcription is provided.  So, it gives a reasonable pronunciation for both out-of-dictionary words and partially pronounced words.
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<tr><td>HTKtrain</td><td>Scripts for training HMMs using HTK<br>
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;HTK-based Explicit-duration HMM (Ken Chen, 2003)
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[svn://mickey.ifp.uiuc.edu/HTKtrain SVN repository] (Sarah Borys and Mark Hasegawa-Johnson, 2008)
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:[http://www.isle.uiuc.edu/pubs/2003/chen03interspeech.pdf Description], [{{SoftwarePath}}/HDK4_release source], [{{SoftwarePath}}/HDK4_release.tgz tgz]
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</td></tr>
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<tr><td>Signal Processing</td></tr>
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==Signal Processing==
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<tr><td>PVTK</td><td>Extract HTK features as training vectors for libSVM, apply trained SVMs directly to feature files<br>
+
;Singing-Voice Separation From Monaural Recordings Using Robust Principal Component Analysis (Po-Sen Huang, 2012)
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[http://www.isle.uiuc.edu/software/PVTK2005May23.tgz TGZ archive], [svn://mickey.ifp.uiuc.edu/PVTK SVN repository] (Sarah Borys and MH 2005-8)
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: [https://sites.google.com/site/singingvoiceseparationrpca/ Projects Description and Demo] [http://www.ifp.illinois.edu/~huang146/RPCA_separation/RPCA_separation_codes.zip MATLAB code]
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</td></tr>
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<tr><td>VAD</td><td>Voice activity detector with improved noise model<br>
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[http://www.isle.uiuc.edu/pubs/2007/lee07dspincars.pdf Description],
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[http://www.isle.uiuc.edu/software/lee_vad.m lee_vad.m], [svn://mickey.ifp.uiuc.edu/lee_vad SVN repository] (Bowon Lee, 2007)</td></tr>
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<tr><td>Computation</td></tr>
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;Nested STFTs (Dave Cohen, Camille Goudeseune, Mark Hasegawa-Johnson, 2009)
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<tr><td>GMTK Parallel</td>
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:Efficient Simultaneous Multi-Scale Computation of FFTs
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<td>Split GMTK commands into batch jobs for a cluster<br>
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: [http://fodava.gatech.edu/files/reports/GT-FODAVA-09-01.pdf Description], [http://zx81.isl.uiuc.edu/camilleg/gt-fodava-09-01-stft.c stft.c]  
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[http://mickey.ifp.uiuc.edu/speechWiki/index.php/GMTK_parallel_tools Description],  
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[svn://mickey.ifp.uiuc.edu/gmtkScripts/ SVN repository] (Arthur Kantor, 2008)</td></tr>
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<tr><td>HTK Parallel
 
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</td><td>
 
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Split an HTK command into batch jobs for a cluster (Bowon Lee, 2006)<br>
 
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[http://www.ifp.uiuc.edu/~bowonlee/research/cluster/HTK_parallel.htm Description],
 
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[http://www.ifp.uiuc.edu/~bowonlee/research/htk-pl/HCopy.pl HCopy.pl],
 
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[http://www.ifp.uiuc.edu/~bowonlee/research/htk-pl/HVite.pl HVite.pl],
 
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[http://www.ifp.uiuc.edu/~bowonlee/research/htk-pl/HERest.pl HERest.pl],
 
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[http://www.ifp.uiuc.edu/~bowonlee/research/htk-pl/HResults.pl HResults.pl], [svn://mickey.ifp.uiuc.edu/HTK_parallel/ SVN repository] </td></tr>
 
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<tr><td>Data</td></tr>
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;Improved Mistral (Qingsong Liu, 2009)
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<tr><td>dtmfseg</td><td>Segment audio files at DTMF tones<br>
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:State of the Art Text-Independent Speaker Verification System,especially for NIST SRE
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[svn://mickey.ifp.uiuc.edu/dtmfseg/ SVN repository] (Bowon Lee, 2006)</td></tr>
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:Based on [http://mistral.univ-avignon.fr/wiki/index.php/Main_Page Mistral Open Source package]
 +
:Improved and New Features:
 +
:* full factor analysis(eigenchannel and eigenvoice), instead of simple factor analysis(eigenchannel)
 +
:* multi-threads for Windows as well as Linux
 +
:* read HTK format feature/model
 +
:* effective Algorithm for fast implementation of FA.
 +
:* code optimization(for FA)
 +
:* fixed some bugs
 +
:Source: /ws/ifp-32-2/hasegawa/pineking/programs/Improved_Mistral
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<tr><td>transcription tools</td><td>Convert transcription formats<br>
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;PVTK (Sarah Borys and Mark Hasegawa-Johnson, 2005-8)
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[http://www.isle.uiuc.edu/software/transcription_tools2005May.tgz TGZ archive], [svn://mickey.ifp.uiuc.edu/transcription_tools/ SVN repository] (Mark Hasegawa-Johnson, 2005)</td></tr>
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:[{{SoftwarePath}}/PVTK source], [{{SoftwarePath}}/PVTK.tgz tgz]
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:Extract HTK features as training vectors for libSVM, apply trained SVMs directly to feature files
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<tr><td>speechfileformats</td><td>Read and write HTK files in matlab<br>
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;VAD (Bowon Lee, 2007)
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[http://www.isle.uiuc.edu/software/speechfileformats.tgz TGZ archive], [svn://mickey.ifp.uiuc.edu/speechfileformats/ SVN repository] (Mark Hasegawa-Johnson, 2004)</td></tr>
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:[http://www.isle.uiuc.edu/pubs/2007/lee07dspincars.pdf Description], [{{SoftwarePath}}/lee_vad source], [{{SoftwarePath}}/lee_vad.tgz tgz]
 +
:Voice activity detector with improved noise model
-
<tr><td>CTMRedit</td><td>Manually and automatically segment CT and MR image stacks<br>
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==Computation==
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[http://www.isle.uiuc.edu/pubs/1990s/hasegawa-johnson99embs.pdf Description],  
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;Matlab GMM (Arthur Kantor, 2010)
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[svn://mickey.ifp.uiuc.edu/CTMRedit SVN repository] (Jul Cha and MH 1999)
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: [{{SoftwarePath}}/gmm source], [{{SoftwarePath}}/gmm.tgz tgz]
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</td></tr>
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: A somewhat optimized Matlab toolbox for calculating the likelihood of many observations against many gaussian mixtures, each with many diagonal-covariance componenents.
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<tr><td>improved MVA</td><td>Perform mean and variance normalization and ARMA filtering<br>
+
;GMTK Parallel (Arthur Kantor, 2008)
-
It's essentially [http://ssli.ee.washington.edu/people/chiaping/mva.html this] version,
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:[[GMTK parallel tools|Description]]
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improved:
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:Run GMTK commands in parallel on a compute cluster. Email [[User:Arthur|Arthur]] for code.
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* better error reporting (e.g. failing to open file tells you so instead of core dumping)
+
-
* more accurate mean and variance estimation (doubles instead of floats in strategic places)
+
-
* faster computation in the case of MV (ARMA order 0)
+
-
source: svn://mickey.ifp.uiuc.edu/corporaNormalizationScripts/fisher/MVA.cc
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;HTK Parallel (Bowon Lee, 2006)
 +
:[http://www.ifp.uiuc.edu/~bowonlee/research/cluster/HTK_parallel.htm description], [{{SoftwarePath}}/HTK_parallel source], [{{SoftwarePath}}/HTK_parallel.tgz tgz]
 +
:These Perl scripts split an HTK command for parallel excution on an [http://www.ifp.uiuc.edu/~bowonlee/research/cluster/linux_cluster.htm SGE] cluster.
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binary: http://mickey.ifp.uiuc.edu/speech/akantor/fisher/programs/bin.Linux/MVA
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==Data==
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</td></tr>
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;Timeliner (Camille Goudeseune, 2012)
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:[http://zx81.isl.uiuc.edu/tmp/acmmm.pdf Description], [{{SoftwarePath}}/timeliner-2012-07-24.tgz Linux source tgz]
 +
:Browser for long audio files, with generated spectrograms and other derived features.
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<tr><td>Scripts</td><td>miscellaneous perl, python, bash, and ruby [svn://mickey.ifp.uiuc.edu/scripts SVN archive],
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;Matlab pfile I/O toolbox (Arthur Kantor, 2010)
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[[Scripts_Documentation| Documentation]]</td></tr>
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: [{{SoftwarePath}}/pfile source], [{{SoftwarePath}}/pfile.tgz tgz]
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</table>
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: A Matlab toolbox for reading and writing ICSI pfile data format used by [http://ssli.ee.washington.edu/~bilmes/gmtk/ GMTK] and [http://www.icsi.berkeley.edu/Speech/qn.html QuickNet].
 +
: The toolbox is designed to work with large pfiles (hundreds of GB).
 +
: It is based on the [http://www.ee.columbia.edu/~dpwe/muscontent/matlab/pfread.m pfread.m] and [http://www.ee.columbia.edu/~dpwe/muscontent/matlab/pfinfo.m pfinfo.m] scripts by [http://www.ee.columbia.edu/~dpwe Dan Ellis].
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=Phonetic Transcription Tool=
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;Python library for reading/writing GMTK parameter files (Arthur Kantor, 2010)
 +
: [{{SoftwarePath}}/gmtkParam source], [{{SoftwarePath}}/gmtkParam.tgz tgz]
 +
: The library can read/write complete TrainableParameters files, as well as decision trees and most other objects allowed in GMTK parameter files.
 +
: This library is based on the code from [http://code.google.com/p/extended-hidden-vector-state-parser/ EHVS parser] project, and so is available under the [http://www.gnu.org/licenses/gpl-3.0.html GPL3] license.
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This tool gives the American English phonetic transcription of any string. It uses an HMM model to either generate a most likely phonetic transcription, or if a phonetic transcription is provided, it can perform forced alignment. So, it gives a reasonable pronounciation for out-of-dictionary words, or partially pronounced words.
+
;Improved MVA (Arthur Kantor, 2008)
 +
:[http://mickey.ifp.uiuc.edu/speech/akantor/fisher/programs/bin.Linux/MVA Linux binary]
 +
:Perform mean and variance normalization and ARMA filtering
 +
:It's essentially [http://ssli.ee.washington.edu/people/chiaping/mva.html this] version but with
 +
:* better error reporting (e.g. failing to open file tells you so instead of core dumping)
 +
:* more accurate mean and variance estimation (doubles instead of floats in strategic places)
 +
:* faster computation in the case of MV (ARMA order 0)
 +
:svn location is svn://mickey.ifp.uiuc.edu/corporaNormalizationScripts/fisher/MVA.cc
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[[Phonetic Transcription Tool]].  You can try out the [http://mickey.ifp.uiuc.edu/speech/webpronounce/webpronounce.cgi demo] here.
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;DTMFseg (Bowon Lee, 2006)
 +
:[{{SoftwarePath}}/dtmfseg source], [{{SoftwarePath}}/dtmfseg.tgz tgz]
 +
:Segment audio files at DTMF tones
-
=Scripts for parallel processing of HTK commands=
+
;Transcription tools (Mark Hasegawa-Johnson, 2005)
 +
:[{{SoftwarePath}}/transcription_tools source], [{{SoftwarePath}}/transcription_tools.tgz tgz]
 +
:Convert transcription formats
-
These Perl scripts ([http://www.ifp.uiuc.edu/~bowonlee/research/cluster/HTK_parallel.htm description])
+
;Speechfileformats (Mark Hasegawa-Johnson, 2004)
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queue jobs with [http://www.ifp.uiuc.edu/~bowonlee/research/cluster/linux_cluster.htm SGE], Sun Grid Engine.
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:[{{SoftwarePath}}/speechfileformats source], [{{SoftwarePath}}/speechfileformats.tgz tgz]
 +
:Read and write HTK files in matlab
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[http://www.ifp.uiuc.edu/~bowonlee/htk-pl/HCopy.pl HCopy.pl]
+
;CTMRedit (Jul Cha and Mark Hasegawa-Johnson, 1999)
 +
:[http://www.isle.uiuc.edu/pubs/1990s/hasegawa-johnson99embs.pdf Description], [{{SoftwarePath}}/CTMRedit source], [{{SoftwarePath}}/CTMRedit.tgz tgz]
 +
:Manually and automatically segment CT and MR image stacks
-
[http://www.ifp.uiuc.edu/~bowonlee/htk-pl/HERest.pl HERest.pl]
+
==LaTeX tools==
-
[http://www.ifp.uiuc.edu/~bowonlee/htk-pl/HVite.pl HVite.pl]
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[[LaTeX]] scripts to import figures from dia and pdf. (Arthur Kantor, 2010)
-
[http://www.ifp.uiuc.edu/~bowonlee/htk-pl/HResults.pl HResults.pl]
+
==Miscellaneous==
 +
Other scripts written in perl, python, bash, and ruby can be found in [svn://mickey.ifp.uiuc.edu/scripts SVN archive].
-
Bowon Lee, 02/24/2006
+
There is also [[Scripts Documentation| auto-generated documentation]] for them.

Latest revision as of 17:19, 4 February 2015

Contents

Statistical Speech Technology Group Software

Our policy: everything we write is free on the web. This wiki is intended to be definitive, because anybody in the group can edit it to add their own software. A spider-indexable backup is at http://www.isle.uiuc.edu/software .

You can access each project by browsing an SVN snapshot online, or by downloading a tgz file (gzipped .tar file) by using one of the links below.

You can also check it out of our subversion server using login name "anon" with no password (hit "enter" when a password is requested).

svn co svn://mickey.ifp.illinois.edu/speechfileformats

Learning

HTKtrain (Sarah Borys and Mark Hasegawa-Johnson, 2008)
source, tgz
Scripts for training HMMs using HTK
Pronounce (Arthur Kantor, 2007)
Description, Demo, source, tgz
An orthographic string to phonetic string mapping tool.
This tool computes American English phonetic transcriptions from plaintext. Its HMM either generates a most likely phonetic transcription, or forces alignment if a phonetic transcription is provided. So, it gives a reasonable pronunciation for both out-of-dictionary words and partially pronounced words.
HTK-based Explicit-duration HMM (Ken Chen, 2003)
Description, source, tgz

Signal Processing

Singing-Voice Separation From Monaural Recordings Using Robust Principal Component Analysis (Po-Sen Huang, 2012)
Projects Description and Demo MATLAB code
Nested STFTs (Dave Cohen, Camille Goudeseune, Mark Hasegawa-Johnson, 2009)
Efficient Simultaneous Multi-Scale Computation of FFTs
Description, stft.c


Improved Mistral (Qingsong Liu, 2009)
State of the Art Text-Independent Speaker Verification System,especially for NIST SRE
Based on Mistral Open Source package
Improved and New Features:
  • full factor analysis(eigenchannel and eigenvoice), instead of simple factor analysis(eigenchannel)
  • multi-threads for Windows as well as Linux
  • read HTK format feature/model
  • effective Algorithm for fast implementation of FA.
  • code optimization(for FA)
  • fixed some bugs
Source: /ws/ifp-32-2/hasegawa/pineking/programs/Improved_Mistral
PVTK (Sarah Borys and Mark Hasegawa-Johnson, 2005-8)
source, tgz
Extract HTK features as training vectors for libSVM, apply trained SVMs directly to feature files
VAD (Bowon Lee, 2007)
Description, source, tgz
Voice activity detector with improved noise model

Computation

Matlab GMM (Arthur Kantor, 2010)
source, tgz
A somewhat optimized Matlab toolbox for calculating the likelihood of many observations against many gaussian mixtures, each with many diagonal-covariance componenents.
GMTK Parallel (Arthur Kantor, 2008)
Description
Run GMTK commands in parallel on a compute cluster. Email Arthur for code.
HTK Parallel (Bowon Lee, 2006)
description, source, tgz
These Perl scripts split an HTK command for parallel excution on an SGE cluster.

Data

Timeliner (Camille Goudeseune, 2012)
Description, Linux source tgz
Browser for long audio files, with generated spectrograms and other derived features.
Matlab pfile I/O toolbox (Arthur Kantor, 2010)
source, tgz
A Matlab toolbox for reading and writing ICSI pfile data format used by GMTK and QuickNet.
The toolbox is designed to work with large pfiles (hundreds of GB).
It is based on the pfread.m and pfinfo.m scripts by Dan Ellis.
Python library for reading/writing GMTK parameter files (Arthur Kantor, 2010)
source, tgz
The library can read/write complete TrainableParameters files, as well as decision trees and most other objects allowed in GMTK parameter files.
This library is based on the code from EHVS parser project, and so is available under the GPL3 license.
Improved MVA (Arthur Kantor, 2008)
Linux binary
Perform mean and variance normalization and ARMA filtering
It's essentially this version but with
  • better error reporting (e.g. failing to open file tells you so instead of core dumping)
  • more accurate mean and variance estimation (doubles instead of floats in strategic places)
  • faster computation in the case of MV (ARMA order 0)
svn location is svn://mickey.ifp.uiuc.edu/corporaNormalizationScripts/fisher/MVA.cc
DTMFseg (Bowon Lee, 2006)
source, tgz
Segment audio files at DTMF tones
Transcription tools (Mark Hasegawa-Johnson, 2005)
source, tgz
Convert transcription formats
Speechfileformats (Mark Hasegawa-Johnson, 2004)
source, tgz
Read and write HTK files in matlab
CTMRedit (Jul Cha and Mark Hasegawa-Johnson, 1999)
Description, source, tgz
Manually and automatically segment CT and MR image stacks

LaTeX tools

LaTeX scripts to import figures from dia and pdf. (Arthur Kantor, 2010)

Miscellaneous

Other scripts written in perl, python, bash, and ruby can be found in SVN archive.

There is also auto-generated documentation for them.

Personal tools