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Speech recognition system (ASR) is a technology that allows computers receive the input using the spoken words. This technology requires sample words in the pattern matching process that is stored in the database. There is no reference as the fundamental theory to develop database in ASR. So, the research of database development to optimize the performance of the system is required. Mel-scale frequency cepstral coefficients (MFCCs) is used to extract the characteristics of speech signal anddoi:10.12928/telkomnika.v14i2.2353 fatcat:iyvoaxzg5zaktjj37qrogbgubu