Early software by MLLP researchers (2010-2015): AK, GIDOC, jaf_Tools, Bilingual Text Classification.
Website of the MLLP research group, VRAIN Institut Valencià d'Investigació en Intel·ligència Artificial, Universitat Politècnica de València: https://www.mllp.upv.es/
Another Kit for the building and use of Bernoulli (and diagonal Gaussian) Hidden Markov Models (HMMs). The precursor for TLK, the MLLP's current hybrid DNN-HMM ASR toolkit.
Features:
Learn more and download: http://aktoolkit.sourceforge.net/
BibTeX for citations:
@misc{AK,
author={Giménez Pastor, Adrià and del Agua Teba, Miguel Ángel and Andrés Ferrer, Jesús and Juan Ciscar, Alfons},
title={AK: Another Kit for the building and use of Hidden Markov Models},
year={2012},
howpublished={\url{http://sourceforge.net/projects/aktoolkit/}}
}
A computer-assisted transcription prototype for handwritten text in old documents. Developed within the project iTransDoc.
Features:
Learn more and download: http://gidoc.sourceforge.net/
BibTeX for citations:
@InProceedings{Serrano10-gidoc,
author = {N. Serrano and L. Tarazón and O. Ramos~Terrades and A. Juan}
title = {{The GIDOC prototype}},
booktitle = {Proc. of the 10th Intl. Workshop on Pattern Recognition in Information Systems (PRIS 2010)},
pages = {82–89},
year = {2010},
address = {Funchal (Portugal)}
}
Software for training phrase-based Hidden semi-Markov Models for SMT. Learn more and download: http://sourceforge.net/projects/jafmt/
Similarity Word-Sequence Kernels for Sentence Clustering toolkit. Learn more and download: http://sourceforge.net/projects/jafkernels/
A C++ library for Statistical Language Processing tasks. Learn more and download: http://sourceforge.net/projects/jafutils/
BibTeX for citations:
@InProceedings{Andres09-jafmt,
author = {Jesús Andrés-Ferrer and Alfons Juan},
title = {{A phrase-based hidden semi-Markov approach to machine translation}},
booktitle = {Proc. of the 13th Conf. of the European Association for Machine Translation (EAMT 2009)},
pages = {168–175},
year = {2009},
address = {Barcelona (Spain)}
}
@InProceedings{Andres10-jafkernels,
author = {Jesús Andrés-Ferrer and Germán Sanchis-Trilles and Francisco Casacuberta},
title = {{Similarity Word-Sequence Kernels for Sentence Clustering}},
booktitle = {Proc. of the 8th Intl. Workshop on Statistical Pattern Recognition (S+SSPR 2010)},
pages = {610–619},
year = {2010},
address = {Cesme (Turkey)}
}
@misc{Andres09-jafutils,
author={Jesús Andrés-Ferrer},
title={{jaf_Utils: A C++ library for Statistical Language Processing tasks}},
year={2009},
howpublished={\url{http://sourceforge.net/projects/jafutils/}}
}
A software package implementing statistical mixture models for bilingual text classification trained with the EM algorithm.
Learn more and download: https://mloss.org/software/view/247/
BibTeX for citations:
@PhdThesis{Civera08,
author = {J. Civera},
title = {{Novel statistical approaches to text classification, machine translation and computer-assisted translation}},
school = {Universitat Politècnica de València},
year = {2008},
note = {Advisors: A. Juan and F. Casacuberta}
}