In order to draw meaningful conclusions from the data, we must use the proper normalization. The method that makes the most sense in our case is the second normalization, because it accounts for the fact that the long and short time samples have a different number of data points. Overall, the patterns of harmonics look similar for both long and short time samples. From this observation, we conclude that it is reasonable to use short time FFTs with our specified parameters for violin pitch detection.