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Table 10 Evaluation over all instruments and all Plackett-Burman Designs (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

Fit

\(R^{2} = 0.30, R_{a}^{2} = 0.12\)

\(R^{2} = 0.37, R_{a}^{2} = 0.21\)

Coefficients

Estim.

p value

Estim.

p value

(Intercept)

0.0660

2e −08

0.0111

9e −04

Interval

−0.0074

0.40

0.0049

0.11

Onsets acc.

0.0056

0.53

0.0037

0.23

Dynamic

−0.0142

0.11

−0.0019

0.54

Acc.

0.0148

0.10

0.0056

0.07

Mean pitch

−0.0068

0.44

0.0062

0.05

Tone dur.

−0.0025

0.78

0.0025

0.42

Mel. − acc.

−0.0185

0.04

−0.0056

0.07

  1. The error rate is the target variable— a: pitch estimation and SVM (auditory model + DFT), b: instrument recognition and SVM (auditory model features)—(italics = significant at 10% level)