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This PhD project involves the study of content-based retrieval techniques for Music Information Retrieval systems, with a focus on polyphonic music data. Multimedia indexing and retrieval systems, together with standard principles of IR are amongst the technologies to be used with this media towards the system development and evaluation. One clear challenge is addressing human musical perception.