Segment-based melody matching approaches are proposed to solve the problems of pitch instability. tempo inconsistency. and puff noise of singing/humming in Query By Singing/Humming system. Instead of comparing frame by frame from the beginning and trying different scaling ratio. https://foldlyers.shop/product-category/ferrites/