Journal of Electronic Systems Muhammad D. Hassan, Murad A. Mohammed Amin, Suzan Mahdi 8 3 2018 https://doi.org/10.6025/jes/2018/8/3/103-111 http://www.dline.info/jes/fulltext/v8n3/jesv8n3_3.pdf Developing of technology today brings to ensure the security of data in the digital media with it. Coding and steganography techniques include the solution techniques which are used to ensure this security. The soundness of those techniques are also tested with the analysis techniques. In this study, steganalysis methods, which are used to reveal the hidden data within sound files, have been examined and the results, which are obtained from those methods, have been compared. The soundness of sound based steganography solutions has been tested via software which was developed in this study. Chi-square attack has been used for the testing of software and the outcomes have been assessed. Very successful outcomes have been obtained in the method which was developed in the sound based steganalysis. However, no good outcomes have been obtained for the sounds which included the prediction in the noisy sounds.