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Table 7 Performance evaluation of existing Indian SID systems (results are tested using our database of 26 singers with maximum song duration of 9 s)

From: Robust singer identification of Indian playback singers

Method

SID accuracy (%)

Formant + HSE + Vibrato + Timbre

86

Method II: MFCC [29]

26.50

Timbre [30]

25.05

Timbre + pitch + MFCC + LPC [31]

23.21

MFCC + spectral features [32]

38.38

Cepstral mean subtracted MFCC [34]

28.49

Perceptual linear prediction [50]

45.69