Offline Speech Recognition Development - A Systematic Review of the Literature

Lucas Debatin, Aluizio Haendchen Filho, Rudimar L. S. Dazzi

2018

Abstract

This paper aims to present the state-of-the-art of speech recognition from a systematic review of the literature. For this, 222 papers from four digital repositories were examined. The research followed a methodology composed of questions of search, expression of search and criteria of inclusion and exclusion. After reading the abstract, introduction and conclusion, nine papers were selected. Based on the analysis of the selected papers, we observed that the research prioritizes the following topics: (i) solutions to reduce the error rate; (ii) neural networks for language models; and (iii) n-gram statistical models. However, no solution was offered to provide offline voice recognition on Android mobile devices. The information obtained is very useful in order to acquire knowledge to be used in the development of offline voice recognition in mobile devices. The techniques provide guidelines for the application of the best neural networks and mechanisms for reducing error rates.

Paper Citation

in Harvard Style

Debatin L., Haendchen Filho A. and L. S. Dazzi R. (2018). Offline Speech Recognition Development - A Systematic Review of the Literature.In Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 2: ICEIS, ISBN 978-989-758-298-1, pages 551-558. DOI: 10.5220/0006788005510558

in Bibtex Style

@conference{iceis18,
author={Lucas Debatin and Aluizio Haendchen Filho and Rudimar L. S. Dazzi},
title={Offline Speech Recognition Development - A Systematic Review of the Literature},
booktitle={Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 2: ICEIS,},
year={2018},
pages={551-558},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006788005510558},
isbn={978-989-758-298-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 2: ICEIS,
TI - Offline Speech Recognition Development - A Systematic Review of the Literature
SN - 978-989-758-298-1
AU - Debatin L.
AU - Haendchen Filho A.
AU - L. S. Dazzi R.
PY - 2018
SP - 551
EP - 558
DO - 10.5220/0006788005510558