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Table 8 Segmentation results using NDTV dataset

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

Number of speakers File duration F
GA PSO DE TLBO
3 10 mn 96.4 97.1 97.3 97.62
10 mn and 2 s 96.75 97.12 97.42 97.84
10 mn and 33 s 97.3 97.85 98.32 98.45
Average 96.81 97.35 97.54 97.97
5 10 mn 95.52 97.32 97.12 97.54
10 mn and 2 s 95.95 97.32 97.26 97.69
10 mn and 33 s 95.3 97.65 98.00 98.30
Average 95.59 97.26 97.46 97.84