Recognition of non-specific two-word Chinese vocabulary by applying Fourier transform twice to the narrow-band spectrogram

Di Pan; Liang Ssili; Ying Wei; Tingfa Xu; Wang Shuangwei

doi:10.1109/CompComm.2016.7924901

Recognition of non-specific two-word Chinese vocabulary by applying Fourier transform twice to the narrow-band spectrogram

Di Pan, Liang Ssili, Ying Wei, Tingfa Xu, Wang Shuangwei

光电学院

Northeast Normal University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

This paper illustrates a method to recognize nonspecific two-word Chinese vocabulary by analyzing speech signals using a narrow-band spectrogram after Fourier transform is applied to it twice. Binary width zoning line projection is carried out in the frequency domain. The projection value is treated as the characteristic value of semantic recognition feature and the support vector machine (SVM) is considered as the classifier for recognizing the semantics of non-specific two-word Chinese vocabulary. A total of 1000 voice samples were used in the simulation. The results using this method show a remarkable recognition rate of 96.0%.The proposed method provides a new way for vocabulary recognition.

源语言	英语
主期刊名	2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings
出版商	Institute of Electrical and Electronics Engineers Inc.
页	1233-1237
页数	5
ISBN（电子版）	9781467390262
DOI	https://doi.org/10.1109/CompComm.2016.7924901
出版状态	已出版 - 10 5月 2017
活动	2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Chengdu, 中国期限: 14 10月 2016 → 17 10月 2016

出版系列

姓名	2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings

会议

会议	2nd IEEE International Conference on Computer and Communications, ICCC 2016
国家/地区	中国
市	Chengdu
时期	14/10/16 → 17/10/16

访问文件

10.1109/CompComm.2016.7924901

其它文件与链接

链接到 Scopus 的出版物

引用此

Pan, D., Ssili, L., Wei, Y., Xu, T., & Shuangwei, W. (2017). Recognition of non-specific two-word Chinese vocabulary by applying Fourier transform twice to the narrow-band spectrogram. 在 2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings (页码 1233-1237). 文章 7924901 (2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CompComm.2016.7924901

Pan, Di ; Ssili, Liang ; Wei, Ying 等. / Recognition of non-specific two-word Chinese vocabulary by applying Fourier transform twice to the narrow-band spectrogram. 2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2017. 页码 1233-1237 (2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings).

@inproceedings{6850cf578ec64750a35eb9ebbfd0d3ac,

title = "Recognition of non-specific two-word Chinese vocabulary by applying Fourier transform twice to the narrow-band spectrogram",

abstract = "This paper illustrates a method to recognize nonspecific two-word Chinese vocabulary by analyzing speech signals using a narrow-band spectrogram after Fourier transform is applied to it twice. Binary width zoning line projection is carried out in the frequency domain. The projection value is treated as the characteristic value of semantic recognition feature and the support vector machine (SVM) is considered as the classifier for recognizing the semantics of non-specific two-word Chinese vocabulary. A total of 1000 voice samples were used in the simulation. The results using this method show a remarkable recognition rate of 96.0%.The proposed method provides a new way for vocabulary recognition.",

keywords = "Binary width zoning line projection, Fourier transform twice, Narrow-band spectrogram, Support vector machine (SVM)",

author = "Di Pan and Liang Ssili and Ying Wei and Tingfa Xu and Wang Shuangwei",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 2nd IEEE International Conference on Computer and Communications, ICCC 2016 ; Conference date: 14-10-2016 Through 17-10-2016",

year = "2017",

month = may,

day = "10",

doi = "10.1109/CompComm.2016.7924901",

language = "English",

series = "2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1233--1237",

booktitle = "2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings",

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}

Pan, D, Ssili, L, Wei, Y, Xu, T & Shuangwei, W 2017, Recognition of non-specific two-word Chinese vocabulary by applying Fourier transform twice to the narrow-band spectrogram. 在 2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings., 7924901, 2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 页码 1233-1237, 2nd IEEE International Conference on Computer and Communications, ICCC 2016, Chengdu, 中国, 14/10/16. https://doi.org/10.1109/CompComm.2016.7924901

Recognition of non-specific two-word Chinese vocabulary by applying Fourier transform twice to the narrow-band spectrogram. / Pan, Di; Ssili, Liang; Wei, Ying 等.
2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2017. 页码 1233-1237 7924901 (2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Recognition of non-specific two-word Chinese vocabulary by applying Fourier transform twice to the narrow-band spectrogram

AU - Pan, Di

AU - Ssili, Liang

AU - Wei, Ying

AU - Xu, Tingfa

AU - Shuangwei, Wang

PY - 2017/5/10

Y1 - 2017/5/10

N2 - This paper illustrates a method to recognize nonspecific two-word Chinese vocabulary by analyzing speech signals using a narrow-band spectrogram after Fourier transform is applied to it twice. Binary width zoning line projection is carried out in the frequency domain. The projection value is treated as the characteristic value of semantic recognition feature and the support vector machine (SVM) is considered as the classifier for recognizing the semantics of non-specific two-word Chinese vocabulary. A total of 1000 voice samples were used in the simulation. The results using this method show a remarkable recognition rate of 96.0%.The proposed method provides a new way for vocabulary recognition.

AB - This paper illustrates a method to recognize nonspecific two-word Chinese vocabulary by analyzing speech signals using a narrow-band spectrogram after Fourier transform is applied to it twice. Binary width zoning line projection is carried out in the frequency domain. The projection value is treated as the characteristic value of semantic recognition feature and the support vector machine (SVM) is considered as the classifier for recognizing the semantics of non-specific two-word Chinese vocabulary. A total of 1000 voice samples were used in the simulation. The results using this method show a remarkable recognition rate of 96.0%.The proposed method provides a new way for vocabulary recognition.

KW - Binary width zoning line projection

KW - Fourier transform twice

KW - Narrow-band spectrogram

KW - Support vector machine (SVM)

UR - http://www.scopus.com/inward/record.url?scp=85020217830&partnerID=8YFLogxK

U2 - 10.1109/CompComm.2016.7924901

DO - 10.1109/CompComm.2016.7924901

M3 - Conference contribution

AN - SCOPUS:85020217830

T3 - 2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings

SP - 1233

EP - 1237

BT - 2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2nd IEEE International Conference on Computer and Communications, ICCC 2016

Y2 - 14 October 2016 through 17 October 2016

ER -

Pan D, Ssili L, Wei Y, Xu T, Shuangwei W. Recognition of non-specific two-word Chinese vocabulary by applying Fourier transform twice to the narrow-band spectrogram. 在 2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2017. 页码 1233-1237. 7924901. (2016 2nd IEEE International Conference on Computer and Communications, ICCC 2016 - Proceedings). doi: 10.1109/CompComm.2016.7924901

Recognition of non-specific two-word Chinese vocabulary by applying Fourier transform twice to the narrow-band spectrogram

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