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In this paper, we propose a novel method called Adaptive Cross-Correlation Compression Method (ACCM) to compress audio data using Cross-Correlation value. The original audio data are lossless compressed with variable frame length. In each frame, the goal is to remove the unused space using cross-correlation values between the samples, collapse the repeat values and data encryption. Both Arithmetic and Huffman coding have been applied for entropy coding.doi:10.31873/ijeas/6.3.2019.30 fatcat:pgknlaxjojbpjixnvjj4ezt62e