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===
 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).
+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.
-* On Windows, download [http://tortoisesvn.tigris.org/ TortoiseSVN]
+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 Linux, use the svn command, e.g., svn co svn://mickey.ifp.uiuc.edu/speechfileformats
+* 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
 ==Learning==
+;HTKtrain (Sarah Borys and Mark Hasegawa-Johnson, 2008)
+:[{{SoftwarePath}}/HTKtrain source], [{{SoftwarePath}}/HTKtrain.tgz tgz]
+:Scripts for training HMMs using HTK
-; Pronounce: An orthographic string to phonetic string mapping tool. (Arthur Kantor, 2007)
+; 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.
-: [http://mickey.ifp.uiuc.edu/speechWiki/index.php/Phonetic_Transcription_Tool Description], [http://mickey.ifp.uiuc.edu/speech/webpronounce/webpronounce.cgi Demo],
-:[svn://mickey.ifp.uiuc.edu/pronounce SVN archive]
 ;HTK-based Explicit-duration HMM (Ken Chen, 2003)
-:[http://www.isle.uiuc.edu/pubs/2003/chen03interspeech.pdf Description], [http://www.isle.uiuc.edu/software/HDK4.tar.gz TGZ archive]
+:[http://www.isle.uiuc.edu/pubs/2003/chen03interspeech.pdf Description], [{{SoftwarePath}}/HDK4_release source], [{{SoftwarePath}}/HDK4_release.tgz tgz]
-:[svn://mickey.ifp.uiuc.edu/HDK4_release SVN repository]
-;HTKtrain
-:Scripts for training HMMs using HTK (Sarah Borys and Mark Hasegawa-Johnson, 2008)
-:[svn://mickey.ifp.uiuc.edu/HTKtrain SVN repository]
 ==Signal Processing==
-;PVTK (Sarah Borys and MH 2005-8)
+;Singing-Voice Separation From Monaural Recordings Using Robust Principal Component Analysis (Po-Sen Huang, 2012)
-:Extract HTK features as training vectors for libSVM, apply trained SVMs directly to feature files
+: [https://sites.google.com/site/singingvoiceseparationrpca/ Projects Description and Demo]  [http://www.ifp.illinois.edu/~huang146/RPCA_separation/RPCA_separation_codes.zip MATLAB code]
-:[http://www.isle.uiuc.edu/software/PVTK2005May23.tgz TGZ archive]
-:[svn://mickey.ifp.uiuc.edu/PVTK SVN repository]
-;VAD (Bowon Lee, 2007)
-:Voice activity detector with improved noise model
-:[http://www.isle.uiuc.edu/pubs/2007/lee07dspincars.pdf Description], [http://www.isle.uiuc.edu/software/lee_vad.m lee_vad.m]
-:[svn://mickey.ifp.uiuc.edu/lee_vad SVN repository]
-;Nested STFTs (Dave Cohen, Camille Goudeseune, Mark Hasegawa-Johnson 2009)
+;Nested STFTs (Dave Cohen, Camille Goudeseune, Mark Hasegawa-Johnson, 2009)
 :Efficient Simultaneous Multi-Scale Computation of FFTs
-: [http://fodava.gatech.edu/files/reports/GT-FODAVA-09-01.pdf Description], [http://www.isle.uiuc.edu/software/stft.c stft.c]
+: [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]
-:Improved Mistral (Qingsong Liu 2009)
+;Improved Mistral (Qingsong Liu, 2009)
 :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]
 :Improved and New Features:
-:* add full factor analysis(eigenchannel and eigenvoice), instead of simple factor analysis(eigenchannel)
+:* full factor analysis(eigenchannel and eigenvoice), instead of simple factor analysis(eigenchannel)
-:* add multi-threads for Windows as well as Linux
+:* multi-threads for Windows as well as Linux
-:* support read HTK format feature/model
+:* read HTK format feature/model
-:* add an effective Algorithm for fast implementation of FA.
+:* 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)
+:[{{SoftwarePath}}/PVTK source], [{{SoftwarePath}}/PVTK.tgz tgz]
+:Extract HTK features as training vectors for libSVM, apply trained SVMs directly to feature files
+;VAD (Bowon Lee, 2007)
+:[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
 ==Computation==
+;Matlab GMM (Arthur Kantor, 2010)
+: [{{SoftwarePath}}/gmm source], [{{SoftwarePath}}/gmm.tgz 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)
-:Split GMTK commands into batch jobs for a cluster
+:[[GMTK parallel tools|Description]]
-:[http://mickey.ifp.uiuc.edu/speechWiki/index.php/GMTK_parallel_tools Description],
+:Run GMTK commands in parallel on a compute cluster.  Email [[User:Arthur|Arthur]] for code.
-:[svn://mickey.ifp.uiuc.edu/gmtkScripts/ SVN repository]
 ;HTK Parallel (Bowon Lee, 2006)
-:These Perl scripts ([http://www.ifp.uiuc.edu/~bowonlee/research/cluster/HTK_parallel.htm description]) Split an HTK command for parallel excution on a [http://www.ifp.uiuc.edu/~bowonlee/research/cluster/linux_cluster.htm SGE] cluster.
+:[http://www.ifp.uiuc.edu/~bowonlee/research/cluster/HTK_parallel.htm description], [{{SoftwarePath}}/HTK_parallel source], [{{SoftwarePath}}/HTK_parallel.tgz tgz]
-:[http://www.ifp.uiuc.edu/~bowonlee/research/cluster/HTK_parallel.htm Description],
+: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.
-:[http://www.ifp.uiuc.edu/~bowonlee/research/htk-pl/HCopy.pl HCopy.pl],
-[http://www.ifp.uiuc.edu/~bowonlee/research/htk-pl/HVite.pl HVite.pl],
-[http://www.ifp.uiuc.edu/~bowonlee/research/htk-pl/HERest.pl HERest.pl],
-[http://www.ifp.uiuc.edu/~bowonlee/research/htk-pl/HResults.pl HResults.pl]
-:[svn://mickey.ifp.uiuc.edu/HTK_parallel/ SVN repository]
 ==Data==
-;dtmfseg (Bowon Lee, 2006)
+;Timeliner (Camille Goudeseune, 2012)
-:Segment audio files at DTMF tones
+:[http://zx81.isl.uiuc.edu/tmp/acmmm.pdf Description], [{{SoftwarePath}}/timeliner-2012-07-24.tgz Linux source tgz]
-:[svn://mickey.ifp.uiuc.edu/dtmfseg/ SVN repository]
+:Browser for long audio files, with generated spectrograms and other derived features.
-;transcription tools (Mark Hasegawa-Johnson, 2005)
+;Matlab pfile I/O toolbox (Arthur Kantor, 2010)
-:Convert transcription formats
+: [{{SoftwarePath}}/pfile source], [{{SoftwarePath}}/pfile.tgz tgz]
-:[http://www.isle.uiuc.edu/software/transcription_tools2005May.tgz TGZ archive]
+: 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].
-:[svn://mickey.ifp.uiuc.edu/transcription_tools/ SVN repository]
+: 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].
-;speechfileformats (Mark Hasegawa-Johnson, 2004)
+;Python library for reading/writing GMTK parameter files (Arthur Kantor, 2010)
-:Read and write HTK files in matlab
+: [{{SoftwarePath}}/gmtkParam source], [{{SoftwarePath}}/gmtkParam.tgz tgz]
-:[http://www.isle.uiuc.edu/software/speechfileformats.tgz TGZ archive]
+: The library can read/write complete TrainableParameters files, as well as decision trees and most other objects allowed in GMTK parameter files.
-:[svn://mickey.ifp.uiuc.edu/speechfileformats/ SVN repository]
+: 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.
-;CTMRedit (Jul Cha and MH 1999)
+;Improved MVA (Arthur Kantor, 2008)
-:Manually and automatically segment CT and MR image stacks
+:[http://mickey.ifp.uiuc.edu/speech/akantor/fisher/programs/bin.Linux/MVA Linux binary]
-:[http://www.isle.uiuc.edu/pubs/1990s/hasegawa-johnson99embs.pdf Description]
-:[svn://mickey.ifp.uiuc.edu/CTMRedit SVN repository]
-;improved MVA (Arthur Kantor 2008)
 :Perform mean and variance normalization and ARMA filtering
 :It's essentially [http://ssli.ee.washington.edu/people/chiaping/mva.html this] version but with
@@ Line 94: / Line 87: @@
 :* more accurate mean and variance estimation (doubles instead of floats in strategic places)
 :* faster computation in the case of MV (ARMA order 0)
-:[http://mickey.ifp.uiuc.edu/speech/akantor/fisher/programs/bin.Linux/MVA binary] [svn://mickey.ifp.uiuc.edu/corporaNormalizationScripts/fisher/MVA.cc SVN repository]
+:svn location is svn://mickey.ifp.uiuc.edu/corporaNormalizationScripts/fisher/MVA.cc
+;DTMFseg (Bowon Lee, 2006)
+:[{{SoftwarePath}}/dtmfseg source], [{{SoftwarePath}}/dtmfseg.tgz tgz]
+:Segment audio files at DTMF tones
+;Transcription tools (Mark Hasegawa-Johnson, 2005)
+:[{{SoftwarePath}}/transcription_tools source], [{{SoftwarePath}}/transcription_tools.tgz tgz]
+:Convert transcription formats
+;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]] 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://mickey.ifp.uiuc.edu/scripts SVN archive].
-There is also [[Scripts_Documentation| auto-generated documentation]] for them.
+There is also [[Scripts Documentation| auto-generated documentation]] for them.

Software

From SpeechWiki

Latest revision as of 17:19, 4 February 2015

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Statistical Speech Technology Group Software

Learning

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Miscellaneous

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