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Objective and subjective evaluations are also carried out to quantify the performance.A child having a delayed development in language skills without any reason is known to be suffering from specific language impairment (SLI). Unfortunately, almost 7% kindergarten children are reported with SLI in their childhood. The SLI could be treated if identified at an early stage, but diagnosing SLI at early stage is challenging. In this article, we propose a machine learning based system to screen the SLI speech by analyzing the texture of the