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chinese mainland madarin speech recognition neural networks

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mandarin_recognition

This projects is a experimental project, we implemented deepspeech2 on aishell dataset.

We get around 20% word err rate,and about 5% phoneme err rate:

Here are some recognition samples:

 target:剃光头吧
predict:提供头伴

 target:感叹时光匆匆
predict:但看时光丰松

 target:我没家没小孩
predict:我们家没小孩

 target:再度备受关注
predict:再度备手关注

 target:十多人受伤
predict:石多人受伤

 target:成为了幸运儿
predict:成为了幸玥儿

 target:而近年的蓝洁瑛
predict:而今年的短节影

 target:整个人焕然一新
predict:整个人换着一些

 target:大家神情放松
predict:大家申请放松

 target:获观众的心
predict:吕获观众的心

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chinese mainland madarin speech recognition neural networks

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