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Table 7 ASP, ACP, and DER results obtained using PSO and DE algorithms with different selection modes and with different clustering validity indexes (DB and CS indexes). Also, ASP, ACP, and DER results are obtained using TLBO algorithm

From: Integration of evolutionary computation algorithms and new AUTO-TLBO technique in the speaker clustering stage for speaker diarization of broadcast news

   ACP % ASP % DER %
PSO algorithm Roulette wheel selection 93.54 89.13 14.62
Tournament selection 92.72 88.14 14.8
Random selection 90.37 86.16 14.4
DE algorithm Roulette wheel selection 91.32 87.63 14.3
Tournament selection 91.87 88.66 14.25
Random selection 90.54 88.48 14.37
Roulette wheel selection DB index 95.35 91.35 13.87
CD index 96.88 93.40 13.72
TLBO algorithm   98.63 95.65 13.27