Skip to main content

Advertisement

Table 4 Baseline for the speaker identification experiments using the real reverberant data

From: Single-channel dereverberation by feature mapping using cascade neural networks for robust distant speaker identification and speech recognition

Experiment scheme Method Speaker identification rate (%)
P01 P03 P05 P02 P04 Avg. known Avg. unknown Avg. all
I Baseline 45.0 49.0 45.5 44.0 46.0 46.5 45.0 45.9
CMN 83.0 88.0 91.5 93.0 90.0 87.5 91.5 89.1
II Baseline 45.0 50.5 54.0 55.5 49.5 49.8 52.5 50.9
CMN 84.0 89.5 91.0 91.5 89.5 88.2 90.5 89.1
  1. The known environments include P01, P03, and P05, while the unknown environments include P02 and P04.