A three-hierarchical structure of neural networks is proposed in this paper. The structure is applied to the speaker-independent speech recognition for Chinese digits 0-9. The experimental result shows that the system gave good performance on persons under test from different provinces speaking the same Chinese words in a normal environment.
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