Abstract
Phonetic-phonological methods and models of automatic text recognition are considered in the article, the phonemic principle of the Kazakh language is shown. An overview of the works of scientists who first discussed the adaptation of Kazakh texts to the computer, substantiated the theory, implemented the practice and demonstrated it in practice was also made. Today, computer and information technologies, artificial intelligence are constantly updating the process of their development in accordance with the new trends of time. Such information technologies include computers, smartphones, gadgets, etc. and these devices are actively used by consumers in everyday life. That's why automatic text recognition needs to be improved and updated day by day. Today, sound automation opens a new facet of Kazakh science. In the written language, the phonemic principle is of special importance. According to this principle, only one grapheme should always be used for each phoneme in the writing system. Such a position will undoubtedly make the letter more coherent and easy to read. Thanks to this, new possibilities of the Kazakh language will be considered. The main results of automatic text recognition can already be seen in the development of the National Corpus of the Kazakh language, which is ready to satisfy the various requests of any reader.