Software
From SpeechWiki
(Difference between revisions)
| Line 33: | Line 33: | ||
;Nested STFTs (Dave Cohen, Camille Goudeseune, Mark Hasegawa-Johnson 2009) | ;Nested STFTs (Dave Cohen, Camille Goudeseune, Mark Hasegawa-Johnson 2009) | ||
| - | |||
: [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://www.isle.uiuc.edu/software/stft.c stft.c] | ||
| + | :Efficient Simultaneous Multi-Scale Computation of FFTs | ||
;Improved Mistral (Qingsong Liu 2009) | ;Improved Mistral (Qingsong Liu 2009) | ||
| Line 51: | Line 51: | ||
==Computation== | ==Computation== | ||
;GMTK Parallel (Arthur Kantor, 2008) | ;GMTK Parallel (Arthur Kantor, 2008) | ||
| - | + | :[[GMTK parallel tools|Description]] | |
| - | :[[GMTK parallel tools|Description]] | + | :The scripts are written and working but not packaged yet. Email [[User:Arthur|Arthur]] for code. |
| - | :[ | + | :Run GMTK commands in parallel on a compute cluster |
;HTK Parallel (Bowon Lee, 2006) | ;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 a [http://www.ifp.uiuc.edu/~bowonlee/research/cluster/linux_cluster.htm SGE] cluster. | |
| - | + | ||
| - | + | ||
| - | + | ||
| - | + | ||
| - | + | ||
==Data== | ==Data== | ||
;dtmfseg (Bowon Lee, 2006) | ;dtmfseg (Bowon Lee, 2006) | ||
| + | :[{{SoftwarePath}}/dtmfseg source], [{{SoftwarePath}}/dtmfseg.tgz tgz] | ||
:Segment audio files at DTMF tones | :Segment audio files at DTMF tones | ||
| - | |||
;transcription tools (Mark Hasegawa-Johnson, 2005) | ;transcription tools (Mark Hasegawa-Johnson, 2005) | ||
| + | :[{{SoftwarePath}}/transcription_tools source], [{{SoftwarePath}}/transcription_tools.tgz tgz] | ||
:Convert transcription formats | :Convert transcription formats | ||
| - | |||
| - | |||
;speechfileformats (Mark Hasegawa-Johnson, 2004) | ;speechfileformats (Mark Hasegawa-Johnson, 2004) | ||
| + | :[{{SoftwarePath}}/speechfileformats source], [{{SoftwarePath}}/speechfileformats.tgz tgz] | ||
:Read and write HTK files in matlab | :Read and write HTK files in matlab | ||
| - | |||
| - | |||
;CTMRedit (Jul Cha and MH 1999) | ;CTMRedit (Jul Cha and MH 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 | :Manually and automatically segment CT and MR image stacks | ||
| - | |||
| - | |||
;improved MVA (Arthur Kantor 2008) | ;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 | :Perform mean and variance normalization and ARMA filtering | ||
:It's essentially [http://ssli.ee.washington.edu/people/chiaping/mva.html this] version but with | :It's essentially [http://ssli.ee.washington.edu/people/chiaping/mva.html this] version but with | ||
| Line 91: | Line 84: | ||
:* more accurate mean and variance estimation (doubles instead of floats in strategic places) | :* more accurate mean and variance estimation (doubles instead of floats in strategic places) | ||
:* faster computation in the case of MV (ARMA order 0) | :* faster computation in the case of MV (ARMA order 0) | ||
| - | : | + | :svn location is svn://mickey.ifp.uiuc.edu/corporaNormalizationScripts/fisher/MVA.cc |
| - | + | ||
==Miscellaneous== | ==Miscellaneous== | ||
Revision as of 18:31, 27 March 2010
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 downloading at tgz 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, download TortoiseSVN
- On Linux, use the svn command. For example if the project is available below under http://mickey.ifp.illinois.edu/speech/software/speechfileformats, you can also do
svn co svn://mickey.ifp.uiuc.edu/speechfileformats
Learning
- 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
- HTKtrain (Sarah Borys and Mark Hasegawa-Johnson, 2008)
- source, tgz
- Scripts for training HMMs using HTK
Signal Processing
- PVTK (Sarah Borys and MH 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
- Nested STFTs (Dave Cohen, Camille Goudeseune, Mark Hasegawa-Johnson 2009)
- Description, stft.c
- Efficient Simultaneous Multi-Scale Computation of FFTs
- 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:
- add full factor analysis(eigenchannel and eigenvoice), instead of simple factor analysis(eigenchannel)
- add multi-threads for Windows as well as Linux
- support read HTK format feature/model
- add an effective Algorithm for fast implementation of FA.
- code optimization(for FA)
- fixed some bugs
- Source: /ws/ifp-32-2/hasegawa/pineking/programs/Improved_Mistral
Computation
- GMTK Parallel (Arthur Kantor, 2008)
- Description
- The scripts are written and working but not packaged yet. Email Arthur for code.
- Run GMTK commands in parallel on a compute cluster
- HTK Parallel (Bowon Lee, 2006)
- description, source, tgz
- These Perl scripts Split an HTK command for parallel excution on a SGE cluster.
Data
- CTMRedit (Jul Cha and MH 1999)
- Description, source, tgz
- Manually and automatically segment CT and MR image stacks
- 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
Miscellaneous
Other scripts written in perl, python, bash, and ruby can be found in SVN archive.
There is also auto-generated documentation for them.
