Software

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Latest revision as of 17:19, 4 February 2015

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.

@@ Line 1: / Line 1: @@
-=Statistical Speech Technology Group Software=
+===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 .
-Our policy: everything we write is free on the web.  This wiki page is intended to be definitive, because anybody in the group can edit it to add their own software.  [http://www.isle.uiuc.edu/software/index.html] provides a spider-indexable backup copy.
+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.
-All of our software is available via <a href="http://subversion.tigris.org/">subversion</a>, using login name "anon" with no password (hit "enter" when a password is requested).
+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).
+* 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
+ svn co svn://mickey.ifp.illinois.edu/speechfileformats
-* If you are using Windows,
+==Learning==
-download [http://tortoisesvn.tigris.org/ TortoiseSVN]
+;HTKtrain (Sarah Borys and Mark Hasegawa-Johnson, 2008)
-* If you are using linux, use the svn command interface, e.g.,
+:[{{SoftwarePath}}/HTKtrain source], [{{SoftwarePath}}/HTKtrain.tgz tgz]
+:Scripts for training HMMs using HTK
-svn co svn://mickey.ifp.uiuc.edu/speechfileformats
+; Pronounce (Arthur Kantor, 2007)
+: [[Phonetic Transcription Tool | Description]], [http://mickey.ifp.uiuc.edu/speech/webpronounce/webpronounce.cgi Demo], [{{SoftwarePath}}/pronounce source], [{{SoftwarePath}}/pronounce.tgz 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.
-<table border=2><tr>
+;HTK-based Explicit-duration HMM (Ken Chen, 2003)
-<tr><td>Learning</td></tr>
+:[http://www.isle.uiuc.edu/pubs/2003/chen03interspeech.pdf Description], [{{SoftwarePath}}/HDK4_release source], [{{SoftwarePath}}/HDK4_release.tgz tgz]
-<tr><td>Pronounce</td><td>Letters to phones using an HMM<br>
-<a href="http://mickey.ifp.uiuc.edu/speechWiki/index.php/Phonetic_Transcription_Tool">Description,</a>
-<a href="svn://mickey.ifp.uiuc.edu/pronounce">SVN archive,</a>
-<a href="http://mickey.ifp.uiuc.edu/speech/webpronounce/webpronounce.cgi">Demo
-</a>  (Arthur Kantor, 2007)</td></tr>
-<tr><td>HDK</td><td>HTK-based Explicit-duration HMM<br>
+==Signal Processing==
-<a href="http://www.isle.uiuc.edu/pubs/2003/chen03interspeech.pdf">
+;Singing-Voice Separation From Monaural Recordings Using Robust Principal Component Analysis (Po-Sen Huang, 2012)
-Description</a>;
+: [https://sites.google.com/site/singingvoiceseparationrpca/ Projects Description and Demo]  [http://www.ifp.illinois.edu/~huang146/RPCA_separation/RPCA_separation_codes.zip MATLAB code]
-<a href="svn://mickey.ifp.uiuc.edu/HDK4_release">SVN repository</a>;
-<a href="http://www.isle.uiuc.edu/software/HDK4.tar.gz">TGZ archive</a>
-(Ken Chen, 2003)
-</td></tr>
-<tr><td>Signal Processing</td></tr>
+;Nested STFTs (Dave Cohen, Camille Goudeseune, Mark Hasegawa-Johnson, 2009)
-<tr><td>PVTK</td><td>Extract HTK features as training vecs
+:Efficient Simultaneous Multi-Scale Computation of FFTs
-for libSVM, apply trained SVMs directly to feature files<br>
+: [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]
-<a href="svn://mickey.ifp.uiuc.edu/PVTK">SVN repository</a>;
-<a href="http://www.isle.uiuc.edu/software/PVTK2005May23.tgz">TGZ archive</a>
-(Sarah Borys 2008, Mark Hasegawa-Johnson 2005)
-</td></tr>
-<tr><td>VAD</td><td>Voice activity detector w/improved noise model<br>
-<a href="http://www.isle.uiuc.edu/pubs/2007/lee07dspincars.pdf">Description,</a>
-<a href="svn://mickey.ifp.uiuc.edu/lee_vad">SVN repository,</a>
-<a href="http://www.isle.uiuc.edu/software/lee_vad.m">lee_vad.m.</a>
-(Bowon Lee, 2007)</td></tr>
-<tr><td>Computation</td></tr>
-<tr><td>GMTK Parallel</td>
-<td>Split GMTK commands into batch jobs for a cluster<br>
-<a href="http://mickey.ifp.uiuc.edu/speechWiki/index.php/GMTK_parallel_tools">
-Description,</a>
-<a href="svn://mickey.ifp.uiuc.edu/gmtkScripts/">SVN repository</a>.
-(Arthur Kantor, 2008)</td></tr>
-<tr><td>HTK Parallel
+;Improved Mistral (Qingsong Liu, 2009)
-</td><td>
+:State of the Art Text-Independent Speaker Verification System,especially for NIST SRE
-Split an HTK command into batch jobs for a cluster (Bowon Lee, 2006)<br>
+:Based on [http://mistral.univ-avignon.fr/wiki/index.php/Main_Page Mistral Open Source package]
-<a href="http://www.ifp.uiuc.edu/~bowonlee/research/cluster/HTK_parallel.htm">
+:Improved and New Features:
-Description</a>;
+:* full factor analysis(eigenchannel and eigenvoice), instead of simple factor analysis(eigenchannel)
-<a href="svn://mickey.ifp.uiuc.edu/HTK_parallel/">SVN repository</a>;
+:* multi-threads for Windows as well as Linux
-<a href="http://www.ifp.uiuc.edu/~bowonlee/research/htk-pl/HCopy.pl">
+:* read HTK format feature/model
-HCopy.pl</a>,
+:* effective Algorithm for fast implementation of FA.
-<a href="http://www.ifp.uiuc.edu/~bowonlee/research/htk-pl/HVite.pl">
+:* code optimization(for FA)
-HVite.pl</a>,
+:* fixed some bugs
-<a href="http://www.ifp.uiuc.edu/~bowonlee/research/htk-pl/HERest.pl">
+:Source: /ws/ifp-32-2/hasegawa/pineking/programs/Improved_Mistral
-HERest.pl</a>,
-<a href="http://www.ifp.uiuc.edu/~bowonlee/research/htk-pl/HResults.pl">
-HResults.pl</a>.</td></tr>
-<tr><td>Data</td></tr>
+;PVTK (Sarah Borys and Mark Hasegawa-Johnson, 2005-8)
-<tr><td>dtmfseg</td><td>Segment audio files at DTMF tones<br>
+:[{{SoftwarePath}}/PVTK source], [{{SoftwarePath}}/PVTK.tgz tgz]
-<a href="svn://mickey.ifp.uiuc.edu/dtmfseg/">SVN repository</a>
+:Extract HTK features as training vectors for libSVM, apply trained SVMs directly to feature files
-(Bowon Lee, 2006)</td></tr>
-<tr><td>transcription tools</td><td>Convert transcription formats<br>
+;VAD (Bowon Lee, 2007)
-<a href="svn://mickey.ifp.uiuc.edu/transcription_tools/">SVN repository</a>
+:[http://www.isle.uiuc.edu/pubs/2007/lee07dspincars.pdf Description], [{{SoftwarePath}}/lee_vad source], [{{SoftwarePath}}/lee_vad.tgz tgz]
-<a href="http://www.isle.uiuc.edu/software/transcription_tools2005May.tgz">
+:Voice activity detector with improved noise model
-TGZ archive</a>
-(Mark Hasegawa-Johnson, 2005)</td></tr>
-<tr><td>speechfileformats</td><td>Read and write HTK files in matlab<br>
+==Computation==
-<a href="svn://mickey.ifp.uiuc.edu/speechfileformats/">SVN repository</a>
+;Matlab GMM (Arthur Kantor, 2010)
-<a href="http://www.isle.uiuc.edu/software/speechfileformats.tgz">
+: [{{SoftwarePath}}/gmm source], [{{SoftwarePath}}/gmm.tgz tgz]
-TGZ archive</a>
+: A somewhat optimized Matlab toolbox for calculating the likelihood of many observations against many gaussian mixtures, each with many diagonal-covariance componenents.
-(Mark Hasegawa-Johnson, 2004)</td></tr>
-<tr><td>CTMRedit</td><td>Manually and automatically
+;GMTK Parallel (Arthur Kantor, 2008)
-segment CT and MR image stacks<br>
+:[[GMTK parallel tools|Description]]
-<a href="http://www.isle.uiuc.edu/pubs/1990s/hasegawa-johnson99embs.pdf">
+:Run GMTK commands in parallel on a compute cluster.  Email [[User:Arthur|Arthur]] for code.
-Description</a>;
-<a href="svn://mickey.ifp.uiuc.edu/CTMRedit/">SVN repository</a>
-(Mark Hasegawa-Johnson and Jul Cha, 1999)
-</td></tr>
-</table>
+;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.
+==Data==
+;Timeliner (Camille Goudeseune, 2012)
+:[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.
-=Phonetic Transcription Tool=
+;Matlab pfile I/O toolbox (Arthur Kantor, 2010)
+: [{{SoftwarePath}}/pfile source], [{{SoftwarePath}}/pfile.tgz tgz]
+: 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].
-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.
+;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.
-[[Phonetic Transcription Tool]].  You can try out the [http://mickey.ifp.uiuc.edu/speech/webpronounce/webpronounce.cgi demo] here.
+;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
-=Perl scripts for parallel processing of HTK commands=
+;DTMFseg (Bowon Lee, 2006)
+:[{{SoftwarePath}}/dtmfseg source], [{{SoftwarePath}}/dtmfseg.tgz tgz]
+:Segment audio files at DTMF tones
-Perl scripts for parallel processing of four HTK commands (HCopy, HERest, HVite, and HResults) are available.
+;Transcription tools (Mark Hasegawa-Johnson, 2005)
+:[{{SoftwarePath}}/transcription_tools source], [{{SoftwarePath}}/transcription_tools.tgz tgz]
+:Convert transcription formats
-. [http://www.ifp.uiuc.edu/~bowonlee/htk-pl/HCopy.pl HCopy.pl]
+;Speechfileformats (Mark Hasegawa-Johnson, 2004)
+:[{{SoftwarePath}}/speechfileformats source], [{{SoftwarePath}}/speechfileformats.tgz tgz]
+:Read and write HTK files in matlab
-. [http://www.ifp.uiuc.edu/~bowonlee/htk-pl/HERest.pl HERest.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/HVite.pl HVite.pl]
+==LaTeX tools==
-. [http://www.ifp.uiuc.edu/~bowonlee/htk-pl/HResults.pl HResults.pl]
+[[LaTeX]] scripts to import figures from dia and pdf. (Arthur Kantor, 2010)
-Those scripts use the SGE (Sun Grid Engine) for job queuing.
+==Miscellaneous==
+Other scripts written in perl, python, bash, and ruby can be found in [svn://mickey.ifp.uiuc.edu/scripts SVN archive].
-Detailed information about the above Perl scripts can be found [http://www.ifp.uiuc.edu/~bowonlee/research/cluster/HTK_parallel.htm here].
+There is also [[Scripts Documentation| auto-generated documentation]] for them.
-Brief introduction about the SGE can be found [http://www.ifp.uiuc.edu/~bowonlee/research/cluster/linux_cluster.htm here]
-Written by Bowon Lee, 02/24/2006

Software

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Latest revision as of 17:19, 4 February 2015

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