One of the most well-known areas of investigation in discourse signal processing is Language Identification. Numerous methods, such Equal Telephone Acknowledgment Language Displaying (PPRLM), Support Vector Machines (SVM), generic Gaussian Combination Models (GMM), and others, are now being used to advance the Top framework's performance. Numerous component vectors, including MFCC and prosodic, have been utilized in the Cover framework's state of craftsmanship