Juan Císcar, Alfonso; Sanchis Navarro, José Alberto; Civera Saiz, Jorge(Universitat Politècnica de València, 2017-07-03)
Els objectius formatius de l'objecte d'aprenentatge són: 1) Calcular l'error teòric d'un classificador; 2) Calcular l'error de Bayes; 3) Estimar l'error d'un classificador per resubstitució; i 4) Estimar l'error d'un ...
Civera Saiz, Jorge; Juan Císcar, Alfonso; Sanchis Navarro, José Alberto(Universitat Politècnica de València, 2016-06-16)
En esta presentación se introduce el error teórico de un clasificador, el error del clasificador de Bayes, así como estimaciones del error de forma empírica por resubstitución y holdout. Para holdout se explica el cálculo ...
Juan Císcar, Alfonso; Sanchis Navarro, José Alberto; Civera Saiz, Jorge(Universitat Politècnica de València, 2019-05-27)
The training objectives of the learning object are: 1) To compute the theoretical error of a classifier; 2) To compute the Bayes error: 3) To estimate the error of a classifier by resubstitution; and 4) To estimate the ...
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 ...
Juan Císcar, Alfonso; Civera Saiz, Jorge; Sanchis Navarro, José Alberto(Universitat Politècnica de València, 2018-06-25)
Four general definitions of Machine Learning (ML), from well-know machine
learners, are first provided as an approximation to define its main
objective. Siimilarly, then three general definitions of Pattern Recognition
(PR), ...
Garcés Díaz-Munío, Gonzalo Vicente(Universitat Politècnica de València, 2020-09-04)
[EN] Open Education has become a revolutionary approach towards the future of education, enabling worldwide free access to a huge volume of Open Educational Resources
(OER). The rapid growth of OER and MOOCs has not gone ...
Pérez González de Martos, Alejandro Manuel; Silvestre Cerdà, Joan Albert; Valor Miró, Juan Daniel; Civera Saiz, Jorge; Juan Císcar, Alfonso(Springer, 2015-09-15)
This paper briefly presents the main features of MLLP s Transcription and Translation Platform, which uses state-of-the-art automatic speech recognition and machine translation systems to generate multilingual subtitles ...
Jorge-Cano, Javier; Giménez Pastor, Adrián; Baquero-Arnal, Pau; Iranzo-Sánchez, Javier; Pérez-González de Martos, Alejandro Manuel; Garcés Díaz-Munío, Gonçal; Silvestre Cerdà, Joan Albert; Civera Saiz, Jorge; Sanchis Navarro, José Alberto; Juan, Alfons(2021-03-25)
[EN] This paper describes the automatic speech recognition (ASR) systems built by the MLLP-VRAIN research group of Universitat Politecnica de València for the Albayzin-RTVE 2020 Speech-to-Text Challenge.
The primary system ...
[EN] This paper describes the automatic speech recognition (ASR) systems built by the MLLP-VRAIN research group of Universitat Politècnica de València for the Albayzín-RTVE 2020 Speech-to-Text Challenge, and includes an ...
Iranzo-Sánchez, Javier; Jorge-Cano, Javier; Pérez-González de Martos, Alejandro; Giménez, Adrián; Garcés Díaz-Munío, Gonçal; Baquero-Arnal, Pau; Silvestre Cerdà, Joan Albert; Civera Saiz, Jorge; Sanchis Navarro, José Alberto; Juan, Alfons(Association for Computational Linguistics (ACL), 2022-05-27)
[EN] This work describes the participation of the MLLP-VRAIN research group in the two shared tasks of the IWSLT 2022 conference: Simultaneous Speech Translation and Speech-to-Speech Translation. We present our streaming-ready ...
Juan Císcar, Alfonso; Sanchis Navarro, José Alberto; Civera Saiz, Jorge(Universitat Politècnica de València, 2017-06-29)
Els objectius formatius de l'objecte d'aprenentatge són: 1) Interpretar un model de Markov ocult; i 2) Calcular la probabilitat d'una cadena de forma directa.
Valor Miró, Juan Daniel; Baquero-Arnal, Pau; Civera Saiz, Jorge; Turró Ribalta, Carlos; Juan, Alfons(International Forum of Educational Technology & Society, 2018)
[EN] Massive Open Online Courses (MOOCs) and Open Educational Resources (OER) are rapidly growing, but are not usually offered in multiple languages due to the lack of cost-effective solutions to translate the different ...
Civera Saiz, Jorge(Universitat Politècnica de València, 2008-07-04)
Esta tesis presenta diversas contribuciones en los campos de la
clasificación automática de texto, traducción automática y traducción
asistida por ordenador bajo el marco estadístico.
En clasificación automática ...
Iranzo Sánchez, Javier(Universitat Politècnica de València, 2019-10-30)
[ES] La traducción automática (MT) es un área de investigación sobre el desarrollo de sistemas que traducen textos de manera automática. Actualmente, la mayoría de sistemas de MT utilizan redes neuronales en lo que se ...
Juan Císcar, Alfonso; Civera Saiz, Jorge; Sanchis Navarro, José Alberto(Universitat Politècnica de València, 2019-05-27)
The training objectives of the learning object are: 1) To interpret linear classifiers in the binary case; 2) To apply the Perceptron algorithm in the binary case; 3) To know Novikoff¿s convergence theorem; and 4) To know ...