• Title/Summary/Keyword: Acoustic transducer

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Improving transformer-based acoustic model performance using sequence discriminative training (Sequence dicriminative training 기법을 사용한 트랜스포머 기반 음향 모델 성능 향상)

  • Lee, Chae-Won;Chang, Joon-Hyuk
    • The Journal of the Acoustical Society of Korea
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    • v.41 no.3
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    • pp.335-341
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    • 2022
  • In this paper, we adopt a transformer that shows remarkable performance in natural language processing as an acoustic model of hybrid speech recognition. The transformer acoustic model uses attention structures to process sequential data and shows high performance with low computational cost. This paper proposes a method to improve the performance of transformer AM by applying each of the four algorithms of sequence discriminative training, a weighted finite-state transducer (wFST)-based learning used in the existing DNN-HMM model. In addition, compared to the Cross Entropy (CE) learning method, sequence discriminative method shows 5 % of the relative Word Error Rate (WER).

A study on the digital signal processing by shear horizontal-electro magnetic acoustic transducer (SH-EMAT에 의한 Digital 신호처리에 관한 연구)

  • Kim, Jae-Yeol;Park, Hwn-Kyu;Cho, Young-Tae
    • Journal of the Korean Society for Precision Engineering
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    • v.11 no.2
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    • pp.32-40
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    • 1994
  • In this study by using EMAT(electro magnetic acoustic transducer)the artificial slit is installed on 12B-SUS pipe test piece. By making 4 cycle SH-burst (EMA) incidence to 45 .deg. angle, the signal data of pulse, received from EMAT are translated into digital-signal-processing- method SSP(Split Spectrum Processing) and Deconvolution method. The main conclusions obtained are as follows; (1) the signal data received from EMAT are translated with digital signal proc- essing of SSP-method and Deconvolution-method and this method shows exellent results more than Ultrasonic testing method does; (2) noise can well be removed by SSP with signal data, and resolution and S/N ratio are advanced; (3) when used with Ultrasonic wave general stainless steel has proporties of multiscattering and reflection phenomena, but resolution is progressed by using Deconvolution method;and (4) as addition-averaging-processing mumber is increasing, the resolution and S/N ratio are improved and the satisfactory signal is obtained.

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Acoustic Properties of Porous PZT Ceramics (다공질 압전세라믹스 PZT의 음향특성)

  • Joo, Yong-Khoan;Park, Jung-Hak;Choi, Hun-Il;SaGong, Geon
    • Proceedings of the KIEE Conference
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    • 1995.07c
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    • pp.1199-1201
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    • 1995
  • PZT powders were prepared by the molten salt synthesis method. The porous PZT was preapred from the mixture of PZT and PVA powders by BURPS(BURnout plastic Sphere) technique. The acoustic properties with various plastic sphere wt.% were studied. The acoustic impedance of porous PZT was smaller than that of single phase PZT ceramics. And the pulse-reponse of porous PZT maded transducer was significantly advanced to that of solid PZT maded transducer.

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A Study on the Underwater Communication system of Ultrasonic Transducer (초음파 센서를 이용한 수중통신기에 관한 연구)

  • Kim, Dong-Hyun;Oh, Seung-Jae;Hwang, Hyun-Suk;Song, Joon-Tae
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2000.04b
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    • pp.168-171
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    • 2000
  • Underwater acoustic communications have made considerable advances in the past decade. The purpose of this paper is to achieve the underwater communication by ultrasonic sensors and to investigate conditions of good underwater acoustic communicators. As a result of this experiments, the ultrasonic sensors, MA40E7R/S, made by Nicera can be used as ultrasonic transducers for underwater communication using AM(Amplitude Modulation) signal and Transmission Loss is 17.328[dB] at 65[cm]. To make a good underwater communicator, proper diameter of disk PZT transduers is the one of most important factors, because radiation of acoustic wave depends on proper diameter of transduers and the transmission loss strongly depends on the spreading loss.

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Design and driving characteristics of Langevin type transducer for high speed processing machine (고속 가공기용 란쥬반형 진동자의 설계 및 구동특성)

  • 박민호;정동석;박태곤;김명호
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2001.07a
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    • pp.385-388
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    • 2001
  • The cutting performance of a machine depends on the ability of the design of the acoustic horn to facilitate an increase in tool-tip vibration, allowing a significant amount of material to be removed. In this paper, three kinds of acoustic horns were designed and FEM was used to estimate displacement magnifications of horn tips. An optimization procedure for the profile has been followed to obtain maximum magnification, for higher rate of material removal and safe working stresses for the horn material.

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Pulse-echo Response of Piezoceramics PZT-Polymer 1-3-0 Type Composite (1-3-0형 복합압전체의 펄스-에코특성)

  • 양윤석;유영준;최헌일;손무헌;사공건
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 1999.11a
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    • pp.303-306
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    • 1999
  • In this study, the piezoelectric ceramics PZT powder was synthesized by Wet-Dry combination method. The flexible 1-3-0 type composites were fabricated with piezoceramic PZT and Eccogel polymer matrix embedded 3rd phase. This paper represents the acoustic properties with various 3rd phase wt.%. The acoustic impedance of 1-3-0 type composites was lower than that of single phase PZT ceramics. The pulse-echo response of transducer fabricated with 1-3-0 type composites was better than solid PZT transducer.

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Poisson's Ratio Measurement Using a Pair of PVDF Ultrasonic Transducer

  • Vargas, Enrique;Toral, Sergio;Gonzalez, Vicente
    • Journal of the Korean Society for Nondestructive Testing
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    • v.29 no.6
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    • pp.519-524
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    • 2009
  • This work presents a simple technique to determine the Poisson's ratio of homogeneous solid material using a pair of low cost PVDF ultrasonic transducers. It is based on transducer's property of generating longitudinal and transversal waves depending on the excitation frequency. Mechanical tests were conducted to validate the proposed method, resulting in a good agreement between ultrasonic and mechanical techniques.

Input Impedance Analysis of Piezoelectric Cylinder Transducer using Finite Element Method (유한요소법을 이용한 원통형 압전변환기의 입력임피던스 해석)

  • 김천덕;서희선;김대환;윤종락
    • The Journal of the Acoustical Society of Korea
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    • v.11 no.6
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    • pp.32-40
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    • 1992
  • This study shows how the finite element method for the structural problems could be applied in the electromechanical impedance analysis of an in-air piezoelectric cylinder transducer and then compares the numerical results by the FEM with the measured results using the impedance analyzer. The results also show that the comparison between both results could be applied to examine the mechanical properties of the added unknown material to transducer such as an acoustic window.

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Characteristics Evaluation for a PZT Transducer with a Cylindrical Rear Surface (원통형 배면체를 갖는 PZT 트랜스듀서의 특성평가)

  • Kim, Dong-Hyun;Han, Jin-Ho;Yang, Jeong-Won;Kim, Moo-Joon;Ha, Kang-Lyeol
    • The Journal of the Acoustical Society of Korea
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    • v.26 no.1E
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    • pp.14-20
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    • 2007
  • The characteristics of a PZT transducer with a cylindrical rear surface were investigated theoretically and experimentally. The transducer was assumed as a set of finite rectangular ceramic elements for applying the staircase model to the theoretical analysis and the KLM equivalent circuit model was modified for analyzing its electric impedance and pulse-echo response. All results were compared with those of a conventional plane transducer which has a constant thickness of average value for the cylindrical arc. It was noted that the transducer with a cylindrical rear surface has several subsidiary resonant frequencies which are able to widen bandwidth.

Evaluation of the Thermal Degradation in Co-based Superalloy using High frequency Transducer of Scanning Acoustic Microscope (초음파현미경의 고주파 초음파 탐촉자를 이용한 코발트기 초내열합금강의 열화평가)

  • Park, Ik-Keun;Cho, Dong-Su;Kim, Yong-Kwon;Lim, Jae-Seang;Kim, Chung-Seok
    • Journal of the Korean Society for Nondestructive Testing
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    • v.24 no.5
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    • pp.518-524
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    • 2004
  • The feasibility of Y(z) curve method of scanning acoustic microscope using high frequency transducer was experimentally studied for assessment of the thermal degradation in Co-based superalloy. Thermal degradation was performed to simulate the microstructural changes in Co-based superalloy arising from long term exposure at high temperature. Longitudinal wave velocity measured by pulse echo method using 10MHz transducer and leaky surface acoustic wave (LSAW) velocity measured by V(z) curve method using 200MHE transducer were measured to investigate the effect on thermal degradation. Ultrasonic velocity decreased as the aging time increased in both ultrasonic waves. Moreover, the low frequency longitudinal wave velocity decreased a little. Otherwise, the high frequency LSAW velocity drastically decreased up to a maximum of 4.7% at the aging time of 4,000hours. A good correlation was found between LSAW and Vickers hardness. Consequently, V(z) curve method of SAM using high frequency transducer could be a potential tool for assessing thermal degradation.