| 帅晓勇,陶黄林,吕敬祥.基于SPCE061A单片机的嵌入式语音识别系统设计[J].井冈山大学自然版,2015,(2):48-53 |
| 基于SPCE061A单片机的嵌入式语音识别系统设计 |
| THE HARDWARE DESIGN OF SPEECH RECOGNITION BASED ON SPCE061A |
| 投稿时间：2014-01-08 修订日期：2014-12-10 |
| DOI：10.3969/j.issn.1674-8085.2015.02.010 |
| 中文关键词: SPCE061A 语音识别 离散隐马尔科夫模型 非特定人 孤立词 |
| 英文关键词: SPCE061A speech recognition DHMM isolated word |
| 基金项目:井冈山大学科研计划项目(JZ10006) |
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| 摘要点击次数: 1967 |
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| 中文摘要: |
| 设计一款嵌入式语音识别系统,该系统硬件平台以凌阳公司的SPCE061A为核心。采用离散隐马尔科夫模型识别算法对非特定人的孤立词语音识别。实验结果表明,该系统对非特定人孤立词识别率达90%以上,性价比高,可应用于许多场合,有一定的市场前景。文章阐述了该系统各个电路模块及软件流程图的设计。 |
| 英文摘要: |
| We design an embedded speech recognition system. The system was centered SPCE061A of Sunpluse company. It was realization of speaker-independent's isolated word recognition through DHMM. The experiment confirms that its speech recognition accuracy reaches 90 percent for speaker-independent and short vocabulary. The system has advantages of high rate of quantity and price. It can be used in some special situations and has much marker potential. We also elaborate the circuit modules and software flow diagram of the system. |
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