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1.
改进MFCC参数在非特定人语音识别中的研究   总被引:1,自引:0,他引:1  
随着信息时代的高速发展,人们越来越关注计算机的便携使用方式,以语音输入代替手动输入成为计算机未来发展的一个必然趋势.本文在MFCC特征参数的基础上,提出了一种改进MFCC特征参数--BMFCC特征参数,以提高原MFCC特征参数在语音识别时的识别率和运算速度.BMFCC特征参数在进行参数的提取时,分为特征分量加权、特征分量求差分、主成分分析三个步骤.仿真实验结果表明,本文提出的BMFCC特征参数在识别率和有运算速度上均优于MFCC特征参数,且更具鲁棒性.  相似文献   

2.
本文通过实验对比,在语音识别的特征参数方面进行了有效的改进,创新内容是改善Mel频谱倒谱系数(MFCC),将12阶Mel频谱倒谱系数减为11阶,通过实验证明,改进后的参数有效提高了实验的识别率。实验主要采用删减特征分量的方法研究MFCC各阶参数对非特定人特定语音识别的贡献,并通过大量重复性实验得出验证,不同的参数选择对语音识别确实有不同的贡献,而且针对不同的语本模型,贡献也不同。  相似文献   

3.
本系统是基于AD公司的Blackfin-533开发平台,通过提取语音信号的美尔倒谱系数(MFCC),并在此基础上采用动态时间调整的DTW算法将提取的语音参数与已有的参敷模板匹配,实现指定文本语音识别功能.系统充分利用Blackfin 533芯片高速并行的数据处理能力,大约能够在330ms内达到与10个样本模板匹配,同时通过软硬件结合的去噪技术与阈值的准确设定使识别的准确率大大提高.  相似文献   

4.
以VC++6.0为开发平台,实现一个基于隐马尔可夫模型(Hidden Markov Model,简称HMM)非特定人的安多藏语孤立词语音识别系统。对有声段语音进行MFCC参数的提取,对提取后的MFCC参数进行矢量量化后训练HMM模型,形成特征模板库,最后进行识别。根据安多藏语的特点,改进端点检测的方法,提高了孤立词语音信号检测的准确性,并进一步提高了识别率。  相似文献   

5.
为有效定位识别和提取网络流量序列的暂态性异常特征,针对网络异常流量特征扰动性和暂态性特点,提出一种基于小波分解的二叉分类回归决策树主分量特征优化跟踪特征提取算法。利用训练集建立决策树模型,采用二叉分类回归决策树模型进行主分量特征优化跟踪建模,利用双正交提升小波分解得到的各层细节信号对暂态性扰动特征的敏感性,实现网络流量异常特征的定位提取和识别。仿真实验表明,改进算法的抗干扰能力和分辨率提高显著,暂态性异常特征谱图分辨能力提高,异常特征分布谱清晰可见,展示了较好的特征提取和状态识别性能。  相似文献   

6.
针对语音信号降噪和提取算法存在降噪效果不佳等问题,已经无法满足现在社会的需求。本文提出一种基于改进EMD算法和Hilbert算法混合的语音信号降噪和提取方法,首先针对EMD算法在语音信号降噪可能破坏噪声特性的问题,利用全局阈值选择去噪的方法对其进行改进,然后引入Hil-bert算法将其与EMD算法融合,对语音信号进行降噪和提取。利用仿真实验可以发现:将EMD算法和Hilbert算法进行混合优化,和传统的小波变换语音信号降噪算法,不容易出现差错并且具有更好的降噪性能。  相似文献   

7.
利用神经网络设计语音信号增强处理系统,在无噪和含噪条件下,提取语音信号的MFCC系数,用于BP神经网络的训练和识别,最终达到语音信号消噪和提高可懂度的目的。自适应神经网络系统具有非线性映射和自学习能力,能够用于噪声信号的非线性建模。它不仅能够获取信号的最佳估计,并且能够克服信号处理中存在的不确定性。仿真结果表明,该自适应噪声抵消器的设计方法,不仅实现简单,而且节省运行时间,语音增强效果很好。  相似文献   

8.
在语音识别中鲁棒性是一个很关键的因素,文章提出了一种关于0~9数字语音识别算法,采用递归最小二乘法(RLS)来消除噪声,系统使用过零率和能量参数作为端点检测方法,用美尔倒普系数(MFCC)矢量作为声道估计的滤波器,同时,采用动态时间弯折算法来识别语音。结果显示,未加RLS消噪系统前系统的识别率为72%,在处理过程中加入RLS消噪后识别率提高到98.7%。  相似文献   

9.
针对标准LBP算法在竞技赛技术动作行为识别的应用中还存在识别精度不高等问题。本文提出了一种基于概率和PCA降维优化LBP算法的竞技赛技术动作行为识别模型,首先根据应用概率论选定一种相似度量方式作为距离,然后按对应权重在相似度级别上融合,再以这种度量方式分类识别,最后采用PCA算法对LBP法提取的运动员特征进行降维处理,以降低算法的运算量。实验仿真结果表明,本文提出的改进LBP算法在竞技赛技术动作行为识别的应用中具有更高的识别精度。  相似文献   

10.
MFCC特征参数提取是语音识别设计中非常重要的环节,MFCC特征参数提取的实现及参数的精确度对于最终语音识别的准确度有着非常大的影响。对于MFCC特征参数的提取主要的方法是利用MATLAB软件来实现。利用Labview软件调用MATLAB程序可将两者的优点综合起来,提高软件的适用性。  相似文献   

11.
This study examined how students who had no prior experience with videoconferencing would react to the use of videoconferencing as an instructional medium. Students enrolled in seven different courses completed a questionnaire at the beginning of the semester and again at the end of the semester. Students at the origination and remote sites did not differ in their reactions toward videoconferencing but there was a significant difference for gender. Women reacted less favorably to videoconferencing. Compared to the beginning of the semester, students reported significantly less positive attitudes toward taking a course through videoconferencing at the end of the semester. There were no significant differences in students' attitudes toward videoconferencing across courses at the beginning of the semester but there were significant differences across the courses at the end of the semester. The results suggest the need for better preparation for both students and instructors.  相似文献   

12.
Ajoint study by Prof. ZHANG Zhibin from the CAS Institute of Zoology and his co-workers from Norway, US and Swiss have indicated that historical outbreaks of migratory locusts in China were associated with cold spells, suggesting that China's projected climate warming could decrease the pest's numbers. The study was published in Proceedings of theNational Academy of Sciences on 17 September, 2007.  相似文献   

13.
CAS should stick to the principle of rendering service to, and giving impetus for, the development of China's science enterprise by making S&T innovations, said CAS President LU Yongxiang. The CAS president made the remarks in a recent talk to communicate the gist of the winter session of the Party's Leading-member Group at CAS, which was held from 7 to 11 January in Beijing.  相似文献   

14.
A computer-mediated group is a complex entity whose members exchange many types of information via multiple means of communication in pursuit of goals specific to their environment. Over time, they coordinate technical features of media with locally enacted use to achieve a viable working arrangement. To explore this complex interaction, a case study is presented of the social networks of interactions and media use among members of a class of computer-supported distance learners. Results show how group structures associated with project teams dominated who communicated with whom, about what, and via which media over the term, and how media came to occupy their own communication niches: Webboard for diffuse class-wide communication; Internet Relay Chat more to named others but still for general communication across the class; and e-mail primarily for intrateam communication. Face-to-face interaction, occurring only during a short on-campus session, appears to have had a catalytic effect on social and emotional exchanges. Results suggest the need to structure exchanges to balance class-wide sharing of ideas with subgroup interactions that facilitate project completion, and to provide media that support these two modes of interaction.  相似文献   

15.
With great care, Dr. ZHOU Zhonghe takes out a package wrapped by cotton tissue from a drawer and says: "This is the gem of our collections: the fossil of a bird that lived 125 million years ago!" Then, pointing at a tiny mound, he explains: "Look, this is the claw and that is the head. It was in the egg shell and ready to hatch ... The species fell into a family of waterside inhabitants."  相似文献   

16.
Electronic data interchange (EDI) provides means for interorganizational communication, creates network externalities, requires an advanced information technology (IT) infrastructure, and relies on standards. In the diffusion of such innovations, institutional involvement is imperative. Such institutions contain governmental agencies, national and global standardization organizations, local government, and nonprofit private organizations like industry associations. The last type of organizations we call intermediating institutions. They intermediate or coordinate ("inscribe") the activities of a group of would-be adopters. Unfortunately, little is known of how these organizations shape the EDI diffusion trajectory. In this article we examine one specific type of intermediating organizations?industry associations?and how they advanced the EDI diffusion process in the grocery sectors of Hong Kong, Denmark and Finland. We identify six institutional measures, placed into a matrix formed by the mode of involvement (influence vs. regulation) and the type of diffusion force (supply push vs. demand pull), that can be mobilized to further the EDI diffusion. Industry associations were found to be active users of all these measures to varying degrees. Their role was critical especially in knowledge building, knowledge deployment, and standard setting. Furthermore, institutional involvement varied due to policy and cultural contingencies and power dependencies.  相似文献   

17.
The increasing prospects of digital piracy has prompted the perceived need by electronic publishers to adopt technical systems of protection, and governments to reform their copyright laws. This article is a preliminary study of the management of intellectual property by electronic publishers, defined as those involved in the production of online databases, and CD-ROMs. It focuses on three main issues: (1) how electronic publishers view the increasing threat of piracy; (2) the methods of protection employed to protect intellectual property in digital format; and (3) the importance of technological protection of intellectual property in electronic publications. The analysis is based on a sample of 23 UK electronic publishers. The interviews revealed an interesting assortment of protection methods and did not show that technological protection was a preferred way. Instead, the means of protection, in addition to copyright law, comprised niche markets, pricing, trust, bad publicity, and nontechnical and technical means.  相似文献   

18.
Long-standing conflict between domain name registrants and trademark holders prompted the Internet Corporation for Assigned Names and Numbers (ICANN) to create a global, mandatory arbitration procedure known as the Uniform Dispute Resolution Policy (UDRP). The UDRP has been used in 2166 cases involving 3938 domain names as of 1 November 2000. The policy gives the initiator of a complaint, generally a trademark holder, the right to choose which ICANN-accredited dispute resolution service provider (RSP) will handle the case. During the preparation of the UDRP,some feared that complainant selection would lead to "forum shopping" that might bias the results. This article performs a statistical assessment of the forum-shopping thesis and finds support for it. There are statistically significant differences in the various RSPs' propensity to take away names from defendants; there are also major differences in the number of cases brought to each RSP. RSPs who take away names have the larger share of cases. The study examines other variables that might explain differences in market share, such as price, the plaintiff's nationality, or the time taken to decide a case. It finds that nationality and time also are correlated with market share. The study concludes that shopping for a favorable outcome is an important factor in the UDRP.  相似文献   

19.
Prof. Raymond C.K. Chen, a neuropsychologist with the CAS Institute of Psychology, has made novel progress in his studies of schizophrenia. His work has been reported by a recent issue of Behavioural Neurology.  相似文献   

20.
The main premise of this article is that in information societies generally, and in virtual social contexts particularly, a distinctive style of interaction to facilitate the communication of difference, heterotopic communication , has emerged. It rests on two cultural foundations: an ideological belief in the positive, socially integrating power of communication, and a prevailing ethic of instrumental rationality, subjective individualism, and strategically practiced self-interest. The former is demonstrated by the use of simulation and spectacle as sources of information; exhibitionism/voyeurism as a communicative style; and the awareness of surveillance. The latter is seen in the competitive use of knowledge as a commodity; a surface globalism masking deep parochialism; lateral as well as vertical information inequity; and the use of public versus private as strategies for engagement rather than as spaces. Those who engage in heterotopic communication resort to their 'own devices' both in the sense of personal agendas, strategies, interests, and interpretations, and in the form of the telecommunication tools that help realize them. These personal and technological devices allow individuals with the right educational and technical resources to avoid exposure to disagreement, difference, or other information that does not serve their direct purposes or reflect their particular views of the world; yet they also help convey the appearance of openness, availability, and cooperation. This style of interaction is used strategically in combination with information and communication technologies to gain social or economic advantages, but it may encourage social separatism and parochialism, inhibit the negotiation of disputes, and emphasize competing interests.  相似文献   

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