This paper describes a multi-pitch tracking algorithm of 1-channel simultaneous multiple speech. The algorithm selectively carries out the two alternative processes at each frame: frame-independent-process and framedependent-process. The former is the one we have previously proposed[6], that gives good estimates of the number of speakers and F0s with a single-frame-processing. The latter corres...