• Title/Summary/Keyword: 청각모델

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A Basic Study for the Development of Multidisciplinary Intervention Guide Map of Auditory Processing Disorders (청각처리장애의 다학문적 중재 안내도 개발을 위한 기초 연구)

  • Kim, Soo-Jin
    • Journal of Digital Convergence
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    • v.13 no.12
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    • pp.259-268
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    • 2015
  • People with auditory processing disorders(APD) do not exactly understand what they hear with normal hearing levels because of difficulties in the processing of auditory information in auditory nervous system. The purposes of this study are to investigate intervention strategies suggested by current literatures and to develop a guide map for APD intervention. The problem based intervention strategies are customized to the specific deficits of a subtype of Buffalo model and Bellis/Ferre model and general intervention strategies are recommended with compensatory strategy, auditory training, environmental modification and so on. Multidisciplinary team should determine and provide various intervention strategies to improve auditory capabilities of a child with APD intensively and persistently. APD intervention guide map is organized with four steps. It helps clinicians and teachers related with the intervention of APD find appropriate intervention strategies and process in order to reduce difficulties of a child with APD and a suspected APD.

Cochlear Electrical Model for the Interpretation of Tinnitus Phenomenon (이명 현상의 해석을 위한 와우의 전기적 모델)

  • 이영주;이낙범;임재중;강희용
    • Journal of Biomedical Engineering Research
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    • v.22 no.1
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    • pp.91-99
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    • 2001
  • 청각기관에서 소리가 전달되어지는 과정에 대한 이론적인 전기/기계적 모델이 이루어진다면 이명환자의 분류 및 전기자극을 이용한 치료방법의 선택에 크게 기여할 수 있을 것이다. 본 연구에서는 기존 청각기관의 모델에 대한 장단점을 파악하여 이를 보완하는 실제의 시스템에 가장 근접한 모델을 수립하고, 청각시스템의 변화를 객관적으로 관찰할 수 있는 이론적인 배경을 수립하고자 하였다. 즉, 유모세포의 상면을 질량을 가진 성분으로 가정하고 그러한 질량의 경도와 제동을 위한 소자들을 첨가하여 새롭게 청각 모델을 수립하였다. 그리고 수립된 모델을 수학적으로 해석하여 전달함수의 영점이 극점보다 작게 나타남으로써 신경 조율 데이터를 이용한 기존의 연구와 일치함을 확인할 수 있었고, 제동주파수와 극점 주파수의 관계에 대한 가정들이 정당화됨을 확인할 수 있었다.

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Performance Improvement of Speech Recognizer in Noisy Environments Based on Auditory Modeling (청각 구조를 이용한 잡음 음성의 인식 성능 향상)

  • Jung, Ho-Young;Kim, Do-Yeong;Un, Chong-Kwan;Lee, Soo-Young
    • The Journal of the Acoustical Society of Korea
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    • v.14 no.5
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    • pp.51-57
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    • 1995
  • In this paper, we study a noise-robust feature extraction method of speech signal based on auditory modeling. The auditory model consists of a basilar membrane, a hair cell model and spectrum output stage. Basilar membrane model describes a response characteristic of membrane according to vibration in speech wave, and is represented as a band-pass filter bank. Hair cell model describes a neural transduction according to displacements of the basilar membrane. It responds adaptively to relative values of input and plays an important role for noise-robustness. Spectrum output stage constructs a mean rate spectrum using the average firing rate of each channel. And we extract feature vectors using a mean rate spectrum. Simulation results show that when auditory-based feature extraction is used, the speech recognition performance in noisy environments is improved compared to other feature extraction methods.

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Application of sinusoidal model to perception of electrical hearing in cochlear implants (인공와우 전기 청각 인지에 대한 정현파 모델 적용에 관한 연구)

  • Lee, Sungmin
    • The Journal of the Acoustical Society of Korea
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    • v.41 no.1
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    • pp.52-57
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    • 2022
  • Speech consists of the sum of complex sine-waves. This study investigated the perception of electrical hearing by applying the sinusoidal model to cochlear implant simulation. Fourteen adults with normal hearing participated in this study. The sentence recognition tests were implemented using the sentence lists processed by the sinusoidal model which extracts 2, 4, 6, 8 sine-wave components and sentence lists processed by the same sinusoidal model along with cochlear implant simulation (8 channel vocoders). The results showed lower speech recognition for the sentence lists processed by the sinusoidal model and cochlear implant simulation compared to those by the sinusoidal model alone. Notably, the lower the number of sine-wave components (2), the larger the difference was. This study provides the perceptual pattern of sine-wave speech for electrical hearing by cochlear implant listeners, and basic data for development of speech processing algorithms in cochlear implants.

Auditory Representations for Robust Speech Recognition in Noisy Environments (잡음 환경에서의 음성 인식을 위한 청각 표현)

  • Kim, Doh-Suk;Lee, Soo-Young;Kil, Rhee-M.
    • The Journal of the Acoustical Society of Korea
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    • v.15 no.5
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    • pp.90-98
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    • 1996
  • An auditory model is proposed for robust speech recognition in noisy environments. The model consists of cochlear bandpass filters and nonlinear stages, and represents frequency and intensity information efficiently even in noisy environments. Frequency information of the signal is obtained by zero-crossing intervals, and intensity information is also incorporated by peak detectors and saturating nonlinearities. Also, the robustness of the zero-crossings in estimating frequency is verified by the developed analytic relationship of the variance of the level-crossing interval perturbations as a function of the crossing level values. The proposed auditory model is computationally efficient and free from many unknown parameters compared with other auditory models. Speaker-independent speech recognition experiments demonstrate the robustness of the proposed method.

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Adaptive Noise Suppression system based on Human Auditory Model (인간의 청각모델에 기초한 잡음환경에 적응된 잡음억압 시스템)

  • Choi, Jae-Seung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2008.05a
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    • pp.421-424
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    • 2008
  • This paper proposes an adaptive noise suppression system based on human auditory model to enhance speech signal that is degraded by various background noises. The proposed system detects voiced and unvoiced sections for each frame and implements the adaptive auditory process, then reduces the noise speech signal using neural network including amplitude component and phase component. Base on measuring signal-to-noise ratios, experiments confirm that the proposed system is effective for speech signal that is degraded by various noises.

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Auditory and Language Training Service Model and Serious Game Contents Design for the hearing-impaired (청각장애인을 위한 청능훈련 서비스모델 및 기능성 게임콘텐츠 설계)

  • Park, Hwa-Jin
    • Journal of Digital Contents Society
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    • v.12 no.4
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    • pp.467-474
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    • 2011
  • Auditory and language train for the hearing-impaired is an essential course improving conversational capability with non-deaf and accompanying the financial burden and the physical fatigue of parents or a teacher. To reduce these problems, web-based training contents have been developed. But these contents have been developed without consideration of individual difference such as various levels of residual hearing and the learning capability of hearing-impaired. Therefore, it is important that appropriate training progress for each hearing-impaired should be designed by evaluating and analyzing the personal status, residual hearing, learning capability and training achievement. This paper suggests auditory and language training service model for the hearing-impaired, which is planning and managing an auditory and learning training based on personal evaluation. In addition, this paper suggests a design method for a serious game content planing based on this service model.

Audio-Visual Localization and Tracking of Sound Sources Using Kalman Filter (칼만 필터를 이용한 시청각 음원 정위 및 추적)

  • Song, Min-Gyu;Kim, Jin-Young;Na, Seung-You
    • Journal of the Korean Institute of Intelligent Systems
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    • v.17 no.4
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    • pp.519-525
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    • 2007
  • With the high interest on robot technology and application, the research on artificial auditory systems for robot is very active. In this paper we discuss sound source localization and tracing based on audio-visual information. For video signals we use face detection based on skin color model. Also, binaural-based DOA is used as audio information. We integrate both informations using Kalman filter. The experimental results show that audio-visual person tracking Is useful, specially in the case that some informations are not observed.

Glottal Weighted Cepstrum for Robust Speech Recognition (잡음에 강한 음성 인식을 위한 성문 가중 켑스트럼에 관한 연구)

  • 전선도;강철호
    • The Journal of the Acoustical Society of Korea
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    • v.18 no.5
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    • pp.78-82
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    • 1999
  • This paper is a study on weighted cepstrum used broadly for robust speech recognition. Especially, we propose the weighted function of asymmetric glottal pulse shape. which is used for weighted cepstrum extracted by PLP(Perceptual Linear Predictive) based on auditory model. Also, we analyze this glottal weighted cepstrum from the glottal pulse of glottal model in connection with the cepstrum. And we obtain speech features analyzed by both the glottal model and the auditory model. The isolated-word recognition rate is adopted for the test of proposed method in the car moise and street environment. And the performance of glottal weighted cepstrum is compared with both that of weighted cepstrum extracted by LP(Linear Prediction) and that of weighted cepstrum extracted by PLP. The result of computer simulation shows that recognition rate of the proposed glottal weighted cepstrum is better than those of other weighted cepstrums.

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Spectrum Filter Algorithm based on Acoustic Model (음향학적 모델에 의한 스펙트럼 필터 알고리즘)

  • Choi, Jae-seung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2016.10a
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    • pp.770-772
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    • 2016
  • 본 논문에서는 음성신호처리 시스템에 유용하게 사용되는 음성신호의 특징 파라미터를 출력하는 스펙트럼 필터모델을 사용하여, 배경잡음 환경 하에서 음성신호 중의 잡음을 제거하는 알고리즘을 제안한다. 따라서 본 논문에서는 배경잡음을 제거할 때 고려해야 할 인간의 청각특성이 포함된 음성의 진폭 스펙트럼에 의한 청각필터의 특성을 도입한다. 본 논문의 실험에서 사용한 성능평가의 방법으로는 음절 명료도의 테스트에 적합한 주관적인 평가인 주파수 영역에서의 스펙트럼 왜곡률(Spectral Distortion, SD)을 사용하여 실험결과를 비교하고 고찰한다.

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