Software
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| - | == | + | ===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 [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 | ||
| + | ==Learning== | ||
| + | ;HTKtrain (Sarah Borys and Mark Hasegawa-Johnson, 2008) | ||
| + | :[{{SoftwarePath}}/HTKtrain source], [{{SoftwarePath}}/HTKtrain.tgz tgz] | ||
| + | :Scripts for training HMMs using HTK | ||
| + | ; 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. | ||
| - | + | ;HTK-based Explicit-duration HMM (Ken Chen, 2003) | |
| + | :[http://www.isle.uiuc.edu/pubs/2003/chen03interspeech.pdf Description], [{{SoftwarePath}}/HDK4_release source], [{{SoftwarePath}}/HDK4_release.tgz tgz] | ||
| - | + | ==Signal Processing== | |
| + | ;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] | ||
| - | + | ;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://zx81.isl.uiuc.edu/camilleg/gt-fodava-09-01-stft.c stft.c] | ||
| - | |||
| - | + | ;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: | ||
| + | :* 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) | |
| + | :[{{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) | |
| - | + | :[[GMTK parallel tools|Description]] | |
| - | + | :Run GMTK commands in parallel on a compute cluster. Email [[User:Arthur|Arthur]] for code. | |
| - | + | ||
| - | + | ;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. |
| - | [ | + | |
| - | [http:// | + | ==Data== |
| - | + | ;Timeliner (Camille Goudeseune, 2012) | |
| - | [http:// | + | :[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. | |
| - | [ | + | |
| - | + | ;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]. |
| - | [http:// | + | : 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]. | |
| - | [http:// | + | |
| - | + | ;Python library for reading/writing GMTK parameter files (Arthur Kantor, 2010) | |
| - | [http:// | + | : [{{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. | |
| - | [http:// | + | : 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. |
| - | + | ||
| - | [http:// | + | ;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) | |
| - | [http:// | + | :* more accurate mean and variance estimation (doubles instead of floats in strategic places) |
| - | [http:// | + | :* faster computation in the case of MV (ARMA order 0) |
| - | + | :svn location is svn://mickey.ifp.uiuc.edu/corporaNormalizationScripts/fisher/MVA.cc | |
| - | + | ||
| - | [http:// | + | ;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] | |
| - | [http:// | + | :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. | ||
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).
- On Windows, use TortoiseSVN.
- On Linux, use
svn. For example, for a project listed at http://mickey.ifp.illinois.edu/speech/software/speechfileformats use the command
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
- 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.
