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The aim of this master thesis is to carry out a perceptual evaluation of the melody extraction task. To do so, it has been conducted a survey in which 26 subjects have participated in order to test some hypotheses about how the different errors affect the perception of the melodies by the users. In view of the results it can be checked how different kind of errors have a different impact in the quality perceived by the users, in such a way that the result of the perceptual evaluation need notdoi:10.5281/zenodo.3755521 fatcat:j5uut4rwvvcrrbgafipqdz7aqy