Difference between revisions of "Software"
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!CMU Sphinx | !CMU Sphinx | ||
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|{{yes|[https://github.com/cmusphinx Github]}} | |{{yes|[https://github.com/cmusphinx Github]}} | ||
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| + | |- | ||
| + | !HTK | ||
| + | |1993-2009 (3.4.1) | ||
| + | |{{no|No}} | ||
| + | |[http://catalog.elra.info/product_info.php?cPath=37_40&products_id=693 AURORA2 (purch.)] [http://catalog.elra.info/index.php?cPath=37_40 AURORA3 (purch.)], [http://www.keithv.com/software/htk/ AURORA4 (WSJ0)], [http://spandh.dcs.shef.ac.uk/projects/chime/PCC/data/pcchome.tar.gz CHIME-1], [ftp://ftp.dcs.shef.ac.uk/share/spandh/chime_challenge/grid/eval_tools_grid.tgz CHIME-2-I], [http://reverb2014.dereverberation.com/tools/REVERB_TOOLS_FOR_ASR_ver2.0.tgz REVERB] | ||
| + | |ETSI-AFE-AURORA2 [http://aurora.hsnr.de/download/Aurora2_afe_v1_1.pdf paper] (see AURORA2 purch.) | ||
| + | |{{no|limited [http://htk.eng.cam.ac.uk/docs/license.shtml]}} | ||
| + | |{{yes|Windows, Linux, OSX}} | ||
| + | |C | ||
| + | |{{yes|Yes}} | ||
| + | |MFCC, PLP | ||
| + | |VTLN, CMS | ||
| + | |GMM (Full Cov.), Tied-Mix, Streams | ||
| + | |HLDA, MLLR (w/ reg. trees), CMLR (w/ adaptive training), MAP | ||
| + | |aligment, N-best, lattice rescoring | ||
| + | |Baum-Welch | ||
| + | |{{no|No}} | ||
| + | |{{yes|Yes}} | ||
| + | |[http://htk.eng.cam.ac.uk/download.shtml Website ] [http://htk.eng.cam.ac.uk/docs/docs.shtml Book] (need registration) | ||
| + | |[http://htk.eng.cam.ac.uk/mailing/subscribe_mail.shtml mail-lists] (low activity) | ||
| + | |{{no|No}} | ||
| + | |[http://htk.eng.cam.ac.uk/extensions/index.shtml official], [http://htk.eng.cam.ac.uk/develop/atk.shtml ATK], [https://github.com/ramon-astudillo/custom_fe Uncertainty Decoding], | ||
|- | |- | ||
!Kaldi | !Kaldi | ||
Revision as of 11:28, 3 September 2014
This page provides software grouped by application.
Contents
Automatic speech recognition
| ASR engines | release / update | actively developed | training recipes | reproducible results | licence | platforms | language | VAD | acoustic features | feature normalization / compensation | acoustic models | model adaptation / compensation | decoding techniques | training techniques | hardware optimization | online ASR | links | forum / mailing list | online repository | extensions |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CMU Sphinx | 1986-* (Sphinx 4.1.0, pocketsphinx 0.8) | Yes | AURORA4 (WSJ0) | limited Copyright, allows modif. | Sphinx4 (Windows, Linux, OSX) pocketsphinx (Raspberry-pi, IPhone, Android) | Sphinx4 (Java), pocketsphinx (C) | Yes | MFCC, PLP | CMN, Mel-Spectrum subtraction | GMM, Streams | MLLR, MAP | aligment, N-best, lattice rescoring | Baum-Welch | No | Yes | Website | mail-lists forums | Github | ||
| HTK | 1993-2009 (3.4.1) | No | AURORA2 (purch.) AURORA3 (purch.), AURORA4 (WSJ0), CHIME-1, CHIME-2-I, REVERB | ETSI-AFE-AURORA2 paper (see AURORA2 purch.) | limited [1] | Windows, Linux, OSX | C | Yes | MFCC, PLP | VTLN, CMS | GMM (Full Cov.), Tied-Mix, Streams | HLDA, MLLR (w/ reg. trees), CMLR (w/ adaptive training), MAP | aligment, N-best, lattice rescoring | Baum-Welch | No | Yes | Website Book (need registration) | mail-lists (low activity) | No | official, ATK, Uncertainty Decoding, |
| Kaldi | 2009-* (continous updates) | Yes | AURORA4 (WSJ0), CHIME-2 | Weniger2014-REVERB Paper Code | Apache 2.0 | Windows (not mantained as of 2014), Linux, OSX | C++ | Yes | MFCC, PLP | VTLN, CMVN | GMM (Full Cov.), SGMM, DNN | HLDA, STC, MLLT, MLLR, CMLLR (w/ reg. trees), Exponential transform | Uses OpenFST, aligment, N-best, lattice rescoring | Baum-Welch, MMI (boosted), MC, feature-based, sequence training | BLAS, LAPACK, GPU (for DNNs) | Yes | Website paper | mail-lists forums | SVN | |
| Spraak | 2012 (1.1) | No | AURORA4 | Academic/commercial | Windows (limited), Linux | C, Python | Yes | MFCC, PLP | VTLN,CMN, MIDA, MDT Techniques | GMM, Tied-Mix, Exemplar based | CMLLR | aligment, N-best, lattice rescoring, paralel latices | Baum-Welch | No | unclear | Website paper | mail-lists forums | SVN (needs registration) |
Speaker identification and verification
Speech enhancement and separation
Other applications
Contribute software
To contribute new software, please
- create an account and login
- go to the wiki page above corresponding to your application; if it does not exist yet, you may create it
- click on the "Edit" link at the top of the page and add a new section for your software (software is ordered by year of the latest version)
- click on the "Save page" link at the bottom of the page to save your modifications
Please make sure to provide the following information:
- name of the software and year of the latest version
- authors, institution, contact information
- link to the software, ideally including a short demo, and to the external libraries needed
- short description (functionalities, inputs and outputs, programming language, operating system, license, etc) and link to a paper/report describing the software, if any
- whether running on well-known baselines (Aurora-2, Aurora-4, Switchboard, CHiME, etc) is included or requires wrapping by the user
In order to save storage space, please do not upload the software on this wiki, but link it as much as possible from a public repository (e.g., bitbucket, github, sourceforge) or from a stable URL on the website of your institution. If this is not possible, please contact the resources sharing working group.
