TY - GEN
T1 - Speech to Mexican Sign Language for Learning with an Avatar
AU - Barrera Melchor, Fernando
AU - Alcibar Palacios, Julio César
AU - Pichardo-Lagunas, Obdulia
AU - Martinez-Seis, Bella
N1 - Publisher Copyright:
© 2020, Springer Nature Switzerland AG.
PY - 2020
Y1 - 2020
N2 - This work proposes the combination of natural language processing techniques and the use of graphic development engines to create an avatar to display information translated into Mexican Sign Language (MSL). It describes the application of the guarantee analysis carried out on Mexican Sign Language in the implementation of a rules-based automatic translation system. Taking into account the graphic character of sign language, the generated translation is represented through the use of an avatar developed in a virtual environment Unity. The translation is based on a restricted vocabulary associated with the learning of history of Mexico for the fourth level of primary education. The grammatical structures most used in the history book were also analyzed and included in the rules system. The application was developed that, through a cloud server that will use Natural Language Processing (NLP) and Automatic Translation (AT), transforms the voice into MSL. The signs will be made by a digitally animated avatar on a mobile device.
AB - This work proposes the combination of natural language processing techniques and the use of graphic development engines to create an avatar to display information translated into Mexican Sign Language (MSL). It describes the application of the guarantee analysis carried out on Mexican Sign Language in the implementation of a rules-based automatic translation system. Taking into account the graphic character of sign language, the generated translation is represented through the use of an avatar developed in a virtual environment Unity. The translation is based on a restricted vocabulary associated with the learning of history of Mexico for the fourth level of primary education. The grammatical structures most used in the history book were also analyzed and included in the rules system. The application was developed that, through a cloud server that will use Natural Language Processing (NLP) and Automatic Translation (AT), transforms the voice into MSL. The signs will be made by a digitally animated avatar on a mobile device.
KW - Application
KW - Avatar
KW - Database
KW - Hearing impairment
KW - Inclusive education
KW - Mexican Sign Language
KW - Natural Language Processing
UR - http://www.scopus.com/inward/record.url?scp=85092934288&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-60887-3_16
DO - 10.1007/978-3-030-60887-3_16
M3 - Contribución a la conferencia
AN - SCOPUS:85092934288
SN - 9783030608866
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 179
EP - 192
BT - Advances in Computational Intelligence - 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Proceedings
A2 - Martínez-Villaseñor, Lourdes
A2 - Ponce, Hiram
A2 - Herrera-Alcántara, Oscar
A2 - Castro-Espinoza, Félix A.
PB - Springer Science and Business Media Deutschland GmbH
T2 - 19th Mexican International Conference on Artificial Intelligence, MICAI 2020
Y2 - 12 October 2020 through 17 October 2020
ER -
