Table 9: Overall Average Speaker Identification Rate (%) for NOIZEUS Speech Corpus.

Various NoisesMethod
MFCCΔMFCCΔΔMFCCRCCLPCC

Airport Noise45.4248.2534.4235.7542.08
Babble Noise45.0049.2535.4239.2544.67
Car Noise43.7545.2529.1735.8341.00
Exhibition Hall Noise49.4251.4234.2539.1745.75
Restaurant Noise46.8349.6732.5838.7543.09
Street Noise46.0049.0935.4239.2542.42
Train Noise47.0849.9233.9239.2542.67
Train Station Noise49.2547.9234.4239.1744.08

Average Identification Rate (%)46.5948.8533.7038.3043.22