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Table 7 Evaluation over all instruments and all Plackett-Burman designs for the proposed aggregation approach (factors as in Table 5)

From: A computational study of auditory models in music recognition tasks for normal-hearing and hearing-impaired listeners

 

a

b

c

Fit

\(R^{2} = 0.13, R_{a}^{2} = -0.09\)

\(R^{2} = 0.65, R_{a}^{2} = 0.56\)

\(R^{2} = 0.61, R_{a}^{2} = 0.51\)

Factors

Estimates

p value

Estimates

p value

Estimates

p value

(Intercept)

0.8448

<2e −16

0.6815

<2e −16

0.6945

<2e −16

Mean interval

−0.0015

0.90

−0.0041

0.76

0.0308

0.17

Onsets accompaniment

−0.0021

0.87

−0.0636

4e −05

−0.0448

0.05

Dynamic

−0.0146

0.25

−0.0186

0.17

−0.0019

0.93

Accompaniment

0.0177

0.16

−0.0109

0.41

−0.1313

2e −06

Mean pitch

0.0029

0.81

0.0510

6e −04

0.0198

0.37

Tone duration

−0.0087

0.49

−0.0348

0.01

−0.0026

0.91

Pitch: mel. - acc.

0.0051

0.68

−0.0224

0.10

−0.0213

0.34

  1. The average F value is the target variable—a: monophonic onset detection, b: predominant onset detection, and c: polyphonic onset detection (italics = significant at 10% level)