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AUTOMATIC MUSICAL KEY ESTIMATION WITH ADAPTIVE MODE BIAS

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Citation Author(s):
Gilberto Bernardes, Matthew E. P. Davies, and Carlos Guedes
Submitted by:
Gilberto Bernardes
Last updated:
1 March 2017 - 2:13pm
Document Type:
Poster
Document Year:
2017
Event:
Presenters:
Matthew Davies
Paper Code:
ICASSP1701
 

In this paper we present the INESC Key Detection (IKD) system which incorporates a novel method for dynamically biasing key mode estimation using the spatial displacement of beat-synchronous Tonal Interval Vectors (TIVs). We evaluate the performance of the IKD system at finding the global key on three annotated audio datasets and using three key-defining profiles. Results demonstrate the effectiveness of the mode bias in favoring either the major or minor mode, thus allowing users to fine tune this variable to improve correct key estimates on style-specific music datasets or to balance predictions across key modes on unknown input sources.

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