Research Article

Improvement in Automatic Speech Recognition of South Asian Accent Using Transfer Learning of DeepSpeech2

Table 7

Results of all three-layer configurations of the proposed model in terms of WER, MER, and WIL.

ConfigSouth Asian accentWestern accent
WER (%)MER (%)WIL (%)WER (%)MER (%)WIL (%)

A35.3529.6830.9810.3612.6511.22
B20.41918.5419.359.688.699.85
C18.085915.3615.257.06.87.2