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The speech recognition accuracy has been observed to decrease for nonnative speakers, especially those who are just beginning to learn foreign language or who have heavy accents. This paper presents a novel bilingual model modification approach to improve nonnative speech recognition via considering these great variations of accented pronunciations. Each state of the baseline nonnative acoustic models...
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