The paper is an attempt to illustrate the linguistic interpretation of speech, known that it remains insufficiently resolved, especially for Romanian. The cause is given by the multitude of criteria that can or should be considered important in speech processing. The aim of this study is to develope a computational tool in order to identify the possible errors related to the morphosintactic structure of speech. Our goal is to assist users who can receive automatically different suggestions that can help them to improve the quality of their text. Thus, we chose an interdisciplinary approach through speech analysis that brings together the key fields of linguistics, computer science and so on. The analysis involves a careful reading of the text, implying the examination of the language used to understand how the speaker's communicative intention is reflected in language. Therefore, the users would be able to visualize different texts and to analyse them at the lexical and grammatical level, in order to identify certain types of errors in the writing related to morphosyntactic appearance. Then they can correct the texts. This stud intends to help direct beneficiaries (students, journalists, etc.), but, also, specialists and researchers in natural language processing field in order to improve the writing skills and comprehension of texts.