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Browsing by Subject "Language modeling"

Now showing items 1-7 of 7

A Set of Benchmarks for Handwritten Text Recognition on Historical Documents

Sánchez Peiró, Joan Andreu; Romero, Verónica; Toselli, Alejandro Héctor; Villegas, Mauricio; Vidal, Enrique (Elsevier, 2019-10)

[EN] Handwritten Text Recognition is a important requirement in order to make visible the contents of the myriads of historical documents residing in public and private archives and libraries world wide.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 ...
Aportaciones al modelado conexionista de lenguaje y su aplicación al reconocimiento de secuencias y traducción automática

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) ...
Efficient Embedded Decoding of Neural Network Language Models in a Machine Translation System

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 ...
Handwriting recognition in historical documents using very large vocabularies

Frinken, Volkmar; Fischer, Andreas; Martínez-Hinarejos, Carlos-D. (ACM, 2013-08)

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 ...
Language modeling for streaming automatic speech recognition

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 ...
Live Streaming Speech Recognition Using Deep Bidirectional LSTM Acoustic Models and Interpolated Language Models

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 ...
Using the MGGI Methodology for Category-based Language Modeling in Handwritten Marriage Licenses Books

Romero Gómez, Verónica; Fornes, Alicia; Vidal Ruiz, Enrique; Sánchez Peiró, Joan Andreu (IEEE, 2016-10-23)

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 ...