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基于长时平均频谱的“文本无关”话者识别 被引量:3
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作者 王宏 向大威 《声学技术》 CSCD 2002年第1期59-62,共4页
文章以动窗离散傅立叶变换为基础获取说话人的长时平均频谱 (即短时频谱的长时平均 ) ,然后将长时平均频谱经过能量归一化和频率归一化后作为“文本无关”话者识别的语音特征。分析之前 ,语音样本经过频域预加权和时域汉明窗加权处理 ,... 文章以动窗离散傅立叶变换为基础获取说话人的长时平均频谱 (即短时频谱的长时平均 ) ,然后将长时平均频谱经过能量归一化和频率归一化后作为“文本无关”话者识别的语音特征。分析之前 ,语音样本经过频域预加权和时域汉明窗加权处理 ,并利用帧能量门限自动去除了样本中的寂静段。通过在小人群范围内对该方法的大量实验 ,得到很好的话者识别效果。另外 ,作为“文本无关”话者识别的一个重要辅助手段 ,文章还利用短时频谱分析给出了话者语音样本的窄带三维语图和宽带三维语图 ,它们能清晰地给出话者语音的时变频率特征。 展开更多
关键词 说话人识别 文本无关 长时平均频谱 三维语图 时变频率特征 语音识别 信号处理
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SPATIO-TEMPORAL VARIATION CHARACTERISTICS OF EXTREMELY HEAVY PRECIPITATION FREQUENCY OVER SOUTH CHINA IN THE LAST 50 YEARS 被引量:2
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作者 陆虹 陈思蓉 +2 位作者 郭媛 何慧 徐圣璇 《Journal of Tropical Meteorology》 SCIE 2014年第3期279-288,共10页
This paper comprehensively studies the spatio-temporal characteristics of the frequency of extremely heavy precipitation events over South China by using the daily precipitation data of 110 stations during 1961 to 200... This paper comprehensively studies the spatio-temporal characteristics of the frequency of extremely heavy precipitation events over South China by using the daily precipitation data of 110 stations during 1961 to 2008 and the extremely heavy precipitation thresholds determined for different stations by REOF, trend coefficients, linear trend, Mann-Kendall test and variance analysis. The results are shown as follows. The frequency distribution of extremely heavy precipitation is high in the middle of South China and low in the Guangdong coast and western Guangxi. There are three spatial distribution types of extremely heavy precipitation in South China. The consistent anomaly distribution is the main type. Distribution reversed between the east and the west and between the south and the north is also an important type. Extremely heavy precipitation events in South China mainly occurred in the summer-half of the year. Their frequency during this time accounts for 83.7% of the total frequency. In the 1960 s and 1980 s, extremely heavy precipitation events were less frequent while having an increasing trend from the late 1980 s. Their climatological tendency rates decrease in the central and rise in the other areas of South China, and on average the mean series also shows an upward but insignificant trend at all of the stations. South China's frequency of extremely heavy precipitation events can be divided into six major areas and each of them shows a different inter-annual trend and three of the representative stations experience abrupt changes by showing remarkable increases in terms of Mann-Kendall tests. 展开更多
关键词 South China frequency of extremely heavy precipitation events spatio-temporal characteristics abrupt change
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The Time-Frequency Energy Attenuation Factor and Its Application on the Basis of Gauss Linear Frequency-Modulated Continuous Wavelet Transform
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作者 LiuXiqiang ShenPing +4 位作者 LiHong ShanChanglun JiAidong ZhangPing CaiMingjun 《Earthquake Research in China》 2004年第1期42-53,共12页
Based on the Gauss linear frequency modulated wavelet transform, a new characteristic index is presented, namely time frequency energy attenuation factor which can reflect the difference features of waveform in earthq... Based on the Gauss linear frequency modulated wavelet transform, a new characteristic index is presented, namely time frequency energy attenuation factor which can reflect the difference features of waveform in earthquake focus mechanism, wave traveling path and its attenuation characteristics in focal area or near field. In order to test its validity, we select the natural earthquakes and explosion or collapse events whose focus mechanisms vary obviously,and some natural earthquakes located at the same site or in a very small area. The study indicates that the time frequency energy attenuation factors of the natural earthquakes are obviously different with that of explosion or collapse events, and the change of the time frequency energy attenuation factors is relatively stable for the earthquakes under the normal seismicity background. Using the above mentioned method, it is expected to offer a useful criterion for strong earthquake prediction by continuous earthquake observation. 展开更多
关键词 Continuous wavelet transform Time frequency energy attenuation factor The space difference characteristics The time change characteristics
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