[EN] Handwritten Text Recognition is a important requirement in order to make visible the contents of the myriads of historical documents residing in public and private archives and libraries world wide. Automatic Handwritten ...
Zamora Martínez, Francisco Julián(Universitat Politècnica de València, 2012-12-07)
El procesamiento del lenguaje natural es un área de aplicación de la inteligencia artificial, en
particular, del reconocimiento de formas que estudia, entre otras cosas, incorporar información
sintáctica (modelo de lenguaje) ...
Zamora Martínez, Francisco Julián; Castro-Bleda, Maria Jose(World Scientific, 2018)
[EN] Neural Network Language Models (NNLMs) are a successful approach to Natural Language Processing tasks, such as Machine Translation. We introduce in this work a Statistical Machine Translation (SMT) system which fully ...
Language models are used in automatic transcription system
to resolve ambiguities. This is done by limiting the vocabulary
of words that can be recognized as well as estimating
the n-gram probability of the words in the ...
Mas Mollà, Gerard(Universitat Politècnica de València, 2022-09-05)
[EN] Automatic speech recognition (ASR) is a branch of pattern recognition that has currently seen its popularity increased due to technological and structural advances in this field. This work presents the process of ...
Jorge-Cano, Javier; Giménez Pastor, Adrián; Silvestre Cerdà, Joan Albert; Civera Saiz, Jorge; Sanchis Navarro, José Alberto; Juan, Alfons(Institute of Electrical and Electronics Engineers, 2022)
[EN] Although Long-Short Term Memory (LSTM) networks and deep Transformers are now extensively used in offline ASR, it is unclear how best offline systems can be adapted to work with them under the streaming setup. After ...
Handwritten marriage licenses books have been
used for centuries by ecclesiastical and secular institutions
to register marriages. The information contained in these
historical documents is useful for demography studies ...