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 .
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You can access each project by browsing an SVN snapshot online or downloading at tgz file by using one of the links below.   
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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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You can also check it out of our [http://subversion.tigris.org subversion] server using login name "anon" with no password (hit "enter" when a password is requested).
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* On Windows, download [http://tortoisesvn.tigris.org/ TortoiseSVN]
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* On Linux, use the svn command.  For example if the project is available below under {{SoftwarePath}}/speechfileformats, you can also do <code>svn co svn://mickey.ifp.uiuc.edu/speechfileformats</code>
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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).
 +
* 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
==Learning==
==Learning==
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==Signal Processing==
==Signal Processing==
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;Singing-Voice Separation From Monaural Recordings Using Robust Principal Component Analysis (Po-Sen Huang 2012)
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;Singing-Voice Separation From Monaural Recordings Using Robust Principal Component Analysis (Po-Sen Huang, 2012)
: [https://sites.google.com/site/singingvoiceseparationrpca/ Projects Description and Demo]  [http://www.ifp.illinois.edu/~huang146/RPCA_separation/RPCA_separation_codes.zip MATLAB code]
: [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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;Nested STFTs (Dave Cohen, Camille Goudeseune, Mark Hasegawa-Johnson 2009)
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;Nested STFTs (Dave Cohen, Camille Goudeseune, Mark Hasegawa-Johnson, 2009)
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: [http://fodava.gatech.edu/files/reports/GT-FODAVA-09-01.pdf Description], [http://www.isle.uiuc.edu/software/stft.c stft.c]
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:Efficient Simultaneous Multi-Scale Computation of FFTs  
:Efficient Simultaneous Multi-Scale Computation of FFTs  
 +
: [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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;Improved Mistral (Qingsong Liu 2009)
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 +
;Improved Mistral (Qingsong Liu, 2009)
:State of the Art Text-Independent Speaker Verification System,especially for NIST SRE
:State of the Art Text-Independent Speaker Verification System,especially for NIST SRE
:Based on [http://mistral.univ-avignon.fr/wiki/index.php/Main_Page Mistral Open Source package]
:Based on [http://mistral.univ-avignon.fr/wiki/index.php/Main_Page Mistral Open Source package]
Line 42: Line 43:
:Source: /ws/ifp-32-2/hasegawa/pineking/programs/Improved_Mistral
:Source: /ws/ifp-32-2/hasegawa/pineking/programs/Improved_Mistral
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;PVTK (Sarah Borys and Mark Hasegawa-Johnson 2005-8)
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;PVTK (Sarah Borys and Mark Hasegawa-Johnson, 2005-8)
:[{{SoftwarePath}}/PVTK source], [{{SoftwarePath}}/PVTK.tgz tgz]
:[{{SoftwarePath}}/PVTK source], [{{SoftwarePath}}/PVTK.tgz tgz]
:Extract HTK features as training vectors for libSVM, apply trained SVMs directly to feature files
:Extract HTK features as training vectors for libSVM, apply trained SVMs directly to feature files
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==Data==
==Data==
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;timeliner (Camille Goudeseune, 2012)
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;Timeliner (Camille Goudeseune, 2012)
:[http://zx81.isl.uiuc.edu/tmp/acmmm.pdf Description], [{{SoftwarePath}}/timeliner-2012-07-24.tgz Linux source tgz]
:[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.
:Browser for long audio files, with generated spectrograms and other derived features.
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;dtmfseg (Bowon Lee, 2006)
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;Matlab pfile I/O toolbox (Arthur Kantor, 2010)
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:[{{SoftwarePath}}/dtmfseg source], [{{SoftwarePath}}/dtmfseg.tgz tgz]
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: [{{SoftwarePath}}/pfile source], [{{SoftwarePath}}/pfile.tgz tgz]
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:Segment audio files at DTMF tones
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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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;transcription tools (Mark Hasegawa-Johnson, 2005)
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;Python library for reading/writing GMTK parameter files (Arthur Kantor, 2010)
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:[{{SoftwarePath}}/transcription_tools source], [{{SoftwarePath}}/transcription_tools.tgz tgz]
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: [{{SoftwarePath}}/gmtkParam source], [{{SoftwarePath}}/gmtkParam.tgz tgz]
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:Convert transcription formats
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: The library can read/write complete TrainableParameters files, as well as decision trees and most other objects allowed in GMTK parameter files.
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: 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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;speechfileformats (Mark Hasegawa-Johnson, 2004)
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;Improved MVA (Arthur Kantor, 2008)
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:[{{SoftwarePath}}/speechfileformats source], [{{SoftwarePath}}/speechfileformats.tgz tgz]
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:Read and write HTK files in matlab
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;CTMRedit (Jul Cha and MH 1999)
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:[http://www.isle.uiuc.edu/pubs/1990s/hasegawa-johnson99embs.pdf Description], [{{SoftwarePath}}/CTMRedit source], [{{SoftwarePath}}/CTMRedit.tgz tgz]
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:Manually and automatically segment CT and MR image stacks
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;improved MVA (Arthur Kantor 2008)
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:[http://mickey.ifp.uiuc.edu/speech/akantor/fisher/programs/bin.Linux/MVA Linux binary]
:[http://mickey.ifp.uiuc.edu/speech/akantor/fisher/programs/bin.Linux/MVA Linux binary]
:Perform mean and variance normalization and ARMA filtering
:Perform mean and variance normalization and ARMA filtering
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:svn location is svn://mickey.ifp.uiuc.edu/corporaNormalizationScripts/fisher/MVA.cc  
:svn location is svn://mickey.ifp.uiuc.edu/corporaNormalizationScripts/fisher/MVA.cc  
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;Matlab pfile I/O toolbox (Arthur Kantor 2010)
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;DTMFseg (Bowon Lee, 2006)
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: [{{SoftwarePath}}/pfile source], [{{SoftwarePath}}/pfile.tgz tgz]
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:[{{SoftwarePath}}/dtmfseg source], [{{SoftwarePath}}/dtmfseg.tgz tgz]
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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].
+
:Segment audio files at DTMF tones
-
: 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].
+
-
;Python library for reading/writing GMTK parameter files (Arthur Kantor 2010)
+
;Transcription tools (Mark Hasegawa-Johnson, 2005)
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: [{{SoftwarePath}}/gmtkParam source], [{{SoftwarePath}}/gmtkParam.tgz tgz]
+
:[{{SoftwarePath}}/transcription_tools source], [{{SoftwarePath}}/transcription_tools.tgz tgz]
-
: The library can read/write complete TrainableParameters files, as well as decision trees and most other objects allowed in GMTK parameter files.
+
:Convert transcription formats
-
: 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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 +
;Speechfileformats (Mark Hasegawa-Johnson, 2004)
 +
:[{{SoftwarePath}}/speechfileformats source], [{{SoftwarePath}}/speechfileformats.tgz tgz]
 +
:Read and write HTK files in matlab
 +
 
 +
;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
==LaTeX tools==
==LaTeX tools==
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We also wrote some [[LaTeX]] scripts and templates. For now they deal with importing figures into latex and a properly formatted UIUC PhD thesis template in latex. (Arthur Kantor 2010)
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[[LaTeX]] scripts to import figures from dia and pdf. (Arthur Kantor, 2010)
==Miscellaneous==
==Miscellaneous==

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