Research Article
Multilingual Voice Control for Endoscopic Procedures
@INPROCEEDINGS{10.1007/978-3-319-19656-5_33, author={Sim\"{a}o Afonso and Isabel Laranjo and Joel Braga and Victor Alves and Jos\^{e} Neves}, title={Multilingual Voice Control for Endoscopic Procedures}, proceedings={Internet of Things. User-Centric IoT. First International Summit, IoT360 2014, Rome, Italy, October 27-28, 2014, Revised Selected Papers, Part I}, proceedings_a={IOT360}, year={2015}, month={7}, keywords={Automatic speech recognition Hidden Markov Models Pocketsphinx Sphinxtrain Endoscopic procedures}, doi={10.1007/978-3-319-19656-5_33} }- Simão Afonso
Isabel Laranjo
Joel Braga
Victor Alves
José Neves
Year: 2015
Multilingual Voice Control for Endoscopic Procedures
IOT360
Springer
DOI: 10.1007/978-3-319-19656-5_33
Abstract
In this paper it is present a solution to improve the current endoscopic exams’ workflow. These exams require complex procedures, such as using both hands to manipulate buttons and pressing a foot pedal at the same time, to perform simple tasks like capturing frames for posterior analysis. In addition to this downside, the act of capturing frames freezes the video. The developed software module was integrated with the device, a device for the acquisition, processing and storage of the endoscopic results It uses libraries developed by the PocketSphinx project to recognize a small amount of commands. The module was fine-tuned for the Portuguese language which presents some specific difficulties with speech recognition. It was obtained a Word Error Rate (WER) of 23.3 % for the English model and 29.1 % for the Portuguese one.
