Customized deep learning based Turkish automatic speech recognition system supported by language model.

ABSTRACT:

Background

In today's world, numerous applications integral to various facets of daily life include automatic speech recognition methods. Thus, the development of a successful automatic speech recognition system can significantly augment the convenience of people's daily routines. While many automatic speech recognition systems have been established for widely spoken languages like English, there has been insufficient progress in developing such systems for less common languages such as Turkish. Moreover, due to its agglutinative structure, designing a speech recognition system for Turkish presents greater challenges compared to other language groups. Therefore, our study focused on proposing deep learning models for automatic speech recognition in Turkish, complemented by the inte

SUBMITTER: Gormez Y 

PROVIDER: S-EPMC11041944 | biostudies-literature | 2024

REPOSITORIES: biostudies-literature