Abstract-The aim of this research is to monitor the dynamic cutting forces in CNC turning process in order to investigate the relation between the straightness and the dynamic cutting forces. The dynamic cutting forces occurred during the CNC turning process include the straightness and noise signals. The Daubechies wavelet transform is applied to identify those signals into different levels due to the different frequencies. The experimentally obtained results showed that the dynamic cutting forces can be used to predict the straightness under various cutting conditions in the further research by utilizing the wavelet transform.