Exponential threshold based speech endpoint detection method | |
Wu Feng-liang ; Wu Ji ; Wang Zuo-ying | |
2010-05-06 ; 2010-05-06 | |
关键词 | Theoretical or Mathematical Experimental/ probability speech processing/ exponential threshold based speech endpoint detection probability density function speech recognition voice activity detection exponential threshold/ B6130 Speech and audio signal processing B0240Z Other topics in statistics C5260S Speech processing techniques C1250C Speech recognition C1140Z Other topics in statistics |
中文摘要 | A new endpoint detection method based on the exponential threshold (ET) is proposed. The probability density function (PDF) of the short-time energy is investigated, and a new consistent mathematical model is built up for the speech and the noise. Then, an optimal detection threshold exponential formula is concluded. Experimental evaluations on "863" program of China across a wide range of SNRs are given. Results show that when the SNR is 0 dB, the accuracy achieves 89. 5%, and when the SNR is 0-15 dB, the ET method has good performances than the basic energy, the logarithmic energy clustering (LEG) and X/sup 2/ methods. |
语种 | 中文 ; 中文 |
出版者 | Nanjing Univ. of Aeronautics & Astronautics ; China |
内容类型 | 期刊论文 |
源URL | [http://hdl.handle.net/123456789/10571] |
专题 | 清华大学 |
推荐引用方式 GB/T 7714 | Wu Feng-liang,Wu Ji,Wang Zuo-ying. Exponential threshold based speech endpoint detection method[J],2010, 2010. |
APA | Wu Feng-liang,Wu Ji,&Wang Zuo-ying.(2010).Exponential threshold based speech endpoint detection method.. |
MLA | Wu Feng-liang,et al."Exponential threshold based speech endpoint detection method".(2010). |
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