Research

Speech Technologies

Continuous speech recognition and automatic understanding, acoustic modeling and voice search.

Language Processing

Language Modeling, Social Media Analytics, Automatic Summarization, Information Retrieval, Question Answering.

Machine Learning

Grammar inference, transducers, automata, classical machine learning algorithms and Deep Learning.

Computer Vision

Filtering and segmentation algorithms, Continuous handwriting recognition and Radiographic image processing.

Latest Publications

TWilBert: Pre-trained Deep Bidirectional Transformers for Spanish Twitter 2021

DOI: 10.1016/j.neucom.2020.09.078
Neurocomputing
2021. Vol 426. pp. 58-69.
ISSN: 0925-2312.

Self-Attention for Twitter Sentiment Analysis in Spanish 2020

DOI: 10.3233/JIFS-179881
Journal of Intelligent & Fuzzy Systems
2020. Vol 39, no. 2. pp. 2165-2175.
ISSN: 1064-1246.

Extractive summarization using siamese hierarchical transformer encoders 2020

DOI: 10.3233/JIFS-179901
Journal of Intelligent & Fuzzy Systems
2020. Vol 39, no. 2. pp. 2409-2419.
ISSN: 1064-1246.

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