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Table 6 Performance for different designs of \(\bar {\boldsymbol {\alpha }}_{\ell }\): if no derivatives are considered, \(\bar {\boldsymbol {\alpha }}_{\ell }\) is composed of angular positions only. If one derivative is considered, \(\bar {\boldsymbol {\alpha }}_{\ell }\) contains angular positions and their first order temporal derivatives. For this experiment, ego-noise caused by movements of Sequence II is used, SNR=0 dB, K=30, KS=20, ε=5·10−3, λT=0.9, and λE=2

From: Motor data-regularized nonnegative matrix factorization for ego-noise suppression

 

NMF

Proposed

# of derivatives of \(\bar {\alpha }_{\ell }\)

 

0

1

2

3

4

SDR [dB]

5.60 (± 0.03)

3.87 (± 0.08)

6.63 (± 0.06)

6.82 (± 0.04)

6.68 (± 0.04)

6.35 (± 0.05)

SAR [dB]

7.52 (± 0.08)

5.46 (± 0.07)

8.3 (± 0.02)

8.75 (± 0.07)

8.60 (± 0.06)

8.26 (± 0.06)

PESQ

1.23 (± 0.01)

1.18 (± 0.02)

1.29 (± 0.03)

1.31 (± 0.01)

1.3 (± 0.02)

1.29 (± 0.01)