Nothing Special   »   [go: up one dir, main page]

skip to main content
10.1145/3603781.3603785acmotherconferencesArticle/Chapter ViewAbstractPublication PagescniotConference Proceedingsconference-collections
research-article

Research on Fabry-Perot Fiber Optic Speech Sensor and Speech Enhancement

Published: 27 July 2023 Publication History

Abstract

With the wide application of optical speech sensors, the quality of speech signal detected by an optical speech sensor has attracted the eyesight of technical personnel. In this paper, the sensing principle of the Fabry-Perot (F-P) optical speech sensor array is studied theoretically. To solve the problem of noise overlap on the output signal of the F-P optical voice sensor array, a multi-window spectral estimation spectral subtraction method based on endpoint detection is proposed. To achieve a more accurate noise reduction effect, this article uses endpoint detection to judge the voice and noise segments, identify the starting and estimate ending points of the voice and the average noise amplitude. The improved spectral subtraction method can enhance the key information in speech signals and reduce noise interference.

References

[1]
Rao Qiaomeng, Zhang Qi, Xin Xiangjun, Gao Ran. Fiber optic sound sensor with temperature interference resistance [J]. Acta Optica Sinica, 2020, 40(13): 22-30.
[2]
Jiang jiaxin,Xiong ji,Wang Zijie,et al. Quasi-Distributed Fiber-Optic acoustic sensing with MIMO technology[J]. IEEE Intrenet of Things Journal, 2021, 8(20).
[3]
Hao Li,Qizhen Su,Tao Liu,Cunzhe Fan, Ultra-High sensitive Quasi-Distributed acoustic sensor based on coherent OTDR and cylindrical transducer[J]. Journal of Lightwave Technology, 2020, 38(4) : 929-938.
[4]
Xiong X.C., Wan S.P., Liu H., Yin X., Xiao D.,et al. Research on linear Sagnac optical fiber speech sensor and speech noise reduction[J]. Laser & Optoelectronics Progress, 2021,58(11):100-106.
[5]
Gao Chunming, Nie Feng, Zhang Ping,et al. Overview of optical fiber acoustic sensors[J]. Opto-Electronic Engineering, 2018, 45(9): 180050.
[6]
Wei Li, Liu Zhuang, Li Hengchun, Jiang Dazhou. Fiber Bragg grating vibration sensor based on "Shi" shaped beam sensitization structure[J]. Acta Optica Sinica, 2019, 39(11): 90-98.
[7]
Yang Yang,Wang Ya,Chen Ke. Wideband fiber-optic Fabry-Perot acoustic sensing scheme using high-speed absolute cavity length demodulation[J]. Optics express, 2021, 29(5).
[8]
Liu Bin. Research on Key Technologies of micro optical fiber sound pressure sensor based on Fabry Perot interferometer[D]. Harbin Institute of Technology, 2017.
[9]
Nicolson,Aaron,Kuldip K.Paliwal. Deep learning for minimum mean-square error approaches to speech enhancement[J]. Speech Communication, 2019,111:44-55.
[10]
Wang Jinpeng, Ye Zhengpeng, Jeremy Gillbanks, Tarun M. Sanders and Zou Nianyu, A novel Linear Antenna Synthesis for Linear Dispersion Codes Based on an innovative HYBRID Genetic algorithm[J]. Symmetry 2019, 11(9),1176.
[11]
Wu weipeng. Research on speech enhancement algorithm based on improved spectral subtraction[D]. Nanjing University of Posts and Telecommunications, 2019.
[12]
Thomson D J. Spectrum estimation and harmonicanalysis[J]. Proceedings of the IEEE, 1982, 70(9):1055-1096.
[13]
Wang J, Wu H, Jia B. All-fiber-optic acoustic sensor array for real-time sound source localization[J]. Applied Optics, 2017, 56(12):3347-3353.
[14]
Wang J, Peng H, Zhou P, Sound source locaization based on Michelson fiber optic interferometer array[J]. Optical Fiber Technology, 2019, 51:112-117.
[15]
Fu Hao. Research on PGC demodulation and reuse technology of F-P sound pressure Sensor[D]. Harbin Institute of Technology, 2018.
[16]
Wang Jinpeng, Ye Zhengpeng, Jeremy Gillbanks, Tarun M. Sanders and Zou Nianyu, A Power Control Algorithm Based on Chicken Game Theory in Multi-Hop Networks[J]. Symmetry 2019, 11(5),718.
[17]
Wang Jinpeng, Cao Fan, Zou Nianyu. Multi carrier system joint receiving method based on MAI and ICI[J]. Jilin DaxueXuebao (Gongxueban), 2018, 41(6): 301-305.
[18]
Lu Yong. Application of improved wavelet threshold function in speech enhancement[J]. Information Technology and Network Security, 2019, 38(08): 38-41
[19]
Jinpeng WANG, Nianyu ZOU, Yuncui ZHANG and Ping LI, Study on Downlink Performance of Multiple Access Algorithm based on Antenna Diversity[J]. ICIC Express Letters, vol.9, no.4, pp,1221-1225,2015.
[20]
Jinpeng WANG, yang ZHOU, Xin GUAN, Jeremy-Gillbanks and Xin ZHAO. A Hybrid Predicting Model for the Daily Photovoltaic Output Based on Fuzzy Clustering of Meteorological Data and Joint Algorithm of GAPS and RBF Neural Network[J]. IEEE ACCESS, 2022,vol.10, pp, 30005-30017.
[21]
Cai Nian. Simulation of optical fiber FP sensing structure and design of demodulation system[D]. Wu Han: Huazhong University of science and technology, 2019.
[22]
Hilman Pardede;Kalamullah Ramli;Yohan Suryanto;Nur Hayati;Alfan Presekal. Speech Enhancement for Secure Communication Using Coupled Spectral Subtraction and Wiener Filter [J]. Electronics, 2019, 8(8).

Index Terms

  1. Research on Fabry-Perot Fiber Optic Speech Sensor and Speech Enhancement
        Index terms have been assigned to the content through auto-classification.

        Recommendations

        Comments

        Please enable JavaScript to view thecomments powered by Disqus.

        Information & Contributors

        Information

        Published In

        cover image ACM Other conferences
        CNIOT '23: Proceedings of the 2023 4th International Conference on Computing, Networks and Internet of Things
        May 2023
        1025 pages
        ISBN:9798400700705
        DOI:10.1145/3603781
        Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

        Publisher

        Association for Computing Machinery

        New York, NY, United States

        Publication History

        Published: 27 July 2023

        Permissions

        Request permissions for this article.

        Check for updates

        Author Tags

        1. Fabry-Perot fiber optic speech sensor array
        2. endpoint detection
        3. multi-window spectrum estimation

        Qualifiers

        • Research-article
        • Research
        • Refereed limited

        Conference

        CNIOT'23

        Acceptance Rates

        Overall Acceptance Rate 39 of 82 submissions, 48%

        Contributors

        Other Metrics

        Bibliometrics & Citations

        Bibliometrics

        Article Metrics

        • 0
          Total Citations
        • 25
          Total Downloads
        • Downloads (Last 12 months)16
        • Downloads (Last 6 weeks)1
        Reflects downloads up to 28 Nov 2024

        Other Metrics

        Citations

        View Options

        Login options

        View options

        PDF

        View or Download as a PDF file.

        PDF

        eReader

        View online with eReader.

        eReader

        HTML Format

        View this article in HTML Format.

        HTML Format

        Media

        Figures

        Other

        Tables

        Share

        Share

        Share this Publication link

        Share on social media