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基于HMM模型的非特定人车载音响语音控制系统

The Speaker-Independent Speech Recognition System for Audio System of Automotive Using HMM Model
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摘要 提出一种语音命令控制车载音响操作的设计方案,以德国Infineon公司新推出的具有DSP和单片机双核的Soc语音处理芯片UniSpeech—SDA80D51为核心组成非特定人车载音响语音控制器系统,实现对SL1102C1车载音响的语音控制。介绍了语音控制器系统的构成、专用语音处理芯片SDA80D51功能及工作原理、非特定人语音识别软件HMM算法以及SDA80D51与SL1102C1接口控制方案。系统在江淮同悦SL1102C1型车载音响上进行了语音控制实测,实测数据表明系统语音识别率可达到95%。 This paper has propose a design of speech control for audio system of automotive. The Infineon's new Soc speech processing chip UniSpeech-SDASOD51 with two centers, DSP and MCU, which as the center of automotive-audio speech control system, realize the speaker-independent speech recognition and control of automotive-audio SL1102C1. Introduced the structure of speech control system, SDASODS1, the Speaker-lndependent speech recognition system using HMM Mode and the interface of SDASODS1 with SL1102C1. realize the speaker-independent speech recognition and control of automotive-audio SLll02C1 on TonYue JAC. After testing the system in the relatively quiet environment, speech recognition accuracy rate can reach 95%.
出处 《电气自动化》 2011年第2期38-40,共3页 Electrical Automation
基金 安徽省科技厅成果转化专项基金
关键词 HMM 非特定人语音识别 UniSpeech—SDA80D51 车载音响 HMM Speaker-Independent Speech Recognition UniSpeech-SDA80DS1 Audio System of Automotive
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参考文献4

  • 1杨行峻 迟惠生 等.语音信号数字处理[M].北京:电子工业出版社,1996.418-420.
  • 2Inifneon. UuiSpeech2V2. 0 Functional Specification [ Z ]. Infineon Technologies AG ,2002.
  • 3Burchard B, Romer R, Fox O,A single chip phoneme based HMM speech recognition system for consumer applications," Consumer Electronics, IEEE Transactions on, Volume, 2000,46 ( 3 ) :914- 919.
  • 4Masao Namiki, Takayuki Hamamoto, and Seiichiro Hangai,"Spoken word recognition with digital cochlea using 32 DSP-boards," IEEE Trans. on Acoust, Speech, Signal Processing,2001,2:969-972.

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