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Mathematical Problems in Engineering
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2022
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Article
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Tab 7
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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.
Config
South Asian accent
Western accent
WER (%)
MER (%)
WIL (%)
WER (%)
MER (%)
WIL (%)
A
35.35
29.68
30.98
10.36
12.65
11.22
B
20.419
18.54
19.35
9.68
8.69
9.85
C
18.0859
15.36
15.25
7.0
6.8
7.2