Acta Photonica Sinica, Volume. 54, Issue 5, 0506003(2025)

Vocal Cord Vibration Sensors and Speech Intelligent Recognition Based on S-shaped Micro-nano Optical Fibers

Zhijun WANG, Shengyou HUANG, Kun LI, Yang YANG, Fudan CHEN, Binbin LUO*, Decao WU, and Xue ZOU
Author Affiliations
  • Chongqing Key Laboratory of Optical Fiber Sensor and Photoelectric Detection,Chongqing University of Technology,Chongqing 400054,China
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    Figures & Tables(13)
    Sensor schematic diagram
    The fundamental mode field distribution of an MNF with a diameter of 4 µm
    Energy proportion of the evanescent field in MNF
    Electric field distribution of MNF with different diameters and bending radius
    Analysis of sensor structure,physical specimen,spectral characteristics and encapsulation effects
    Mechanical performance test
    Response of sensor at different frequencies under 1 N pressure
    Test for vocal cord speech signal
    Accuracy of three models over 100 training epochs
    YOLOv8 model
    Generalizability experiment on vocal cord vibrations
    • Table 1. Participant information

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      Table 1. Participant information

      Subject IDGenderAgeHeight/cmWeight/kg
      1Female2315850
      2Female2416862
      3Female2516056
      4Female2415849
      5Female2616052
      6Male2516560
      7Male2617060
      8Male2417164
      9Male2617057
      10Male2418075
    • Table 2. Comparison of accuracy between different types of sensors combined with deep learning

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      Table 2. Comparison of accuracy between different types of sensors combined with deep learning

      SensorMethodSignalMemberNumberConcrete InformationResultsReference
      WOPMF1D-CNNPronunciation15

      Doctor,Food,Help,

      Nurse,Water

      89%20
      PMMAMobileNetV3Pronunciation65

      Hospital,Headache,Allergy,

      Cold,Fever

      93%19
      This workYOLOv8Pronunciation

      1

      10

      26

      4

      Characters

      “Ni Hao”,“Zao Shang Hao” in Chinese,Hello,how are you

      96.8%

      97.75%

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    Zhijun WANG, Shengyou HUANG, Kun LI, Yang YANG, Fudan CHEN, Binbin LUO, Decao WU, Xue ZOU. Vocal Cord Vibration Sensors and Speech Intelligent Recognition Based on S-shaped Micro-nano Optical Fibers[J]. Acta Photonica Sinica, 2025, 54(5): 0506003

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    Paper Information

    Category: Fiber Optics and Optical Communications

    Received: Nov. 20, 2024

    Accepted: Jan. 24, 2025

    Published Online: Jun. 18, 2025

    The Author Email: Binbin LUO (luobinbin@cqut.edu.cn)

    DOI:10.3788/gzxb20255405.0506003

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