Musicinformationretrieval, Audio Data, Feature Engineering, Machine Learning, Data Preprocessing.
Source: https://www.researchgate.net/figure/Definition-of-zero-crossings-rate_fig2_259823741 This feature helps to differentiate between percussive and pitched sounds, voiced and unvoiced audio fragments. Waveforms with zero crossing rate of four audio files of different genres Frequency domain