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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