语音大数据信息处理架构及关键技术研究

doi:10.3969／j.issn.1000-0801.2013.11.001

Abstract

Abstract:

As the major part of big data research, the audio frequency's value has not been discovered. The features of big data, and the automatic speech recognition（ASR）technology were studied, and the value was mined through the method that combined with the two technologies. Finally, the application development technical architecture and application process of audio frequency which combined with big data were given.

Key words: natural language processing architecture, big data, automatic speech recognition

Zhen Yang,Minjie Xu,Zhangfeng Liu,Da Qin,Xiaohui Yao. Study of Audio Frequency Big Data Processing Architecture and Key Technology[J]. Telecommunications Science, 2013, 29(11): 1-5.

Figures/Tables 1

References 9

1	吴广君，王树鹏，陈明等．海量结构化数据存储检索系统．计算机研究与发展， 2012,49（S1）:1～5
2	亓开元，赵卓峰，房俊．针对高速数据流的大规模数据实时处理方法．计算机学报， 2012,35（3）:477～490
3	Chang F , Dean J , Ghemawat S , et al. Bigtable: a distributed storage system for structured data. ACM Transactions on Computer System（TOCS）, 2008,26（2）: 1～26
4	倪崇嘉，刘文举，徐波．汉语大词汇量连续语音识别系统研究进展．中文信息学报， 2009,23（1）:112～123,128
5	Jelinek F . Continuous speech recognition by statistical methods. Proceedings of the IEEE, 1976,64（4）: 532～556
6	颜永红．语言声学与内容理解研究进展．应用声学， 2012,31（1）:35～41
7	邵阳，王岚．语音识别技术概述．先进技术研究通报， 2009,3（2）:20～24
8	马俊．语音识别技术研究．哈尔滨工程大学硕士学位论文， 2004
9	张盛．汉语语音情绪识别．中国科技大学博士学位论文， 2007

Metrics

Recommended 0

No Suggested Reading articles found!

[1]	Lu HAN, Weiyu CHEN, Fei ZHANG, Jianfeng HE, Huaizhen SU. Big data classification method of non relational distributed submission information under differentiated requirements [J]. Telecommunications Science, 2023, 39(6): 114-121.
[2]	Xue HAN. Damage toughness assessment method of power backbone communication network based on power big data [J]. Telecommunications Science, 2023, 39(5): 136-143.
[3]	Yudi SUN. A prediction model of massive 5G network users’ revisit behavior based on telecom big data [J]. Telecommunications Science, 2023, 39(2): 157-162.
[4]	Aihua LI, Xiaobo WU, Chao CHEN, Bin WEI, Yuanyuan SHI. Big data intelligent analysis technology for 5G network [J]. Telecommunications Science, 2022, 38(8): 129-139.
[5]	Gengsheng HUANG, Yuhong HUANG, Manxue GUO, Jianping ZHENG, Xin GE. Architecture of a new infrastructure for data service in DT era [J]. Telecommunications Science, 2022, 38(7): 138-145.
[6]	Panpan LI, Zhengxia XIE, Guangxue YUE, Xin LIU. Research progress and trends of deep learning based wireless communication receiving method [J]. Telecommunications Science, 2022, 38(2): 1-17.
[7]	Haibo ZHAO, Zhijun XIANG, Linsong XIAO. A big data framework for short-term power load forecasting using heterogenous data [J]. Telecommunications Science, 2022, 38(12): 103-111.
[8]	Zhiyong LIU, Zhongjiang HE, Yilong RUAN, Junfeng SHAN, Chao ZHANG. Big data security features and operation practices [J]. Telecommunications Science, 2021, 37(5): 160-169.
[9]	Xiaojun LIU,Juan WU,Xiaoqing XU. Big data architecture analysis and data security fusion technology [J]. Telecommunications Science, 2020, 36(7): 146-155.
[10]	Yujiao LIU,Kunhuang SONG,Xiang WANG. Analysis of economic prosperity index based on big data of electricity [J]. Telecommunications Science, 2020, 36(6): 166-171.
[11]	Weihua CHENG,Xiaorong HE. Quality analysis method of Web browsing based on big data [J]. Telecommunications Science, 2020, 36(11): 174-181.
[12]	Xiaomin TAN,Ai FANG,Bing LIANG,Haojie YANG. Locating causes of abnormality of EPG experience based on decision tree [J]. Telecommunications Science, 2019, 35(8): 158-164.
[13]	Zelin LU,Qiangzhi LI. Evolutionary logic and operational mechanism of E-commerce platform [J]. Telecommunications Science, 2019, 35(7): 152-158.
[14]	Ming LIAO,Ming CHEN,Ji ZHOU,Xiaohua XIANG,Fang LI,Yefen JIAO. DNS log analysis system based on big data fusion algorithm [J]. Telecommunications Science, 2019, 35(5): 129-139.
[15]	Yuanfeng GONG,Yi HUANG. Optimization method of wireless indoor coverage based on big data analysis [J]. Telecommunications Science, 2019, 35(5): 149-154.

Study of Audio Frequency Big Data Processing Architecture and Key Technology

RichHTML

PDF下载

Knowledge

Cited

Abstract

Cite this article

share this article

Figures/Tables 1

References 9

Related Articles 15

Metrics

Recommended 0