Detailed descr iption about Dynamic time warping, which is a popular algorithm in audio signal processing and recognition. In this documents, basic DTW algorithm is discussed and a few important charactors of the algorithm is pointed out. The common belief in DTW algorithm is not entirely true, and may leads to false system design. Although DTW is widely used in audio signal processing, it may also be used in DNA serrals