• 제목/요약/키워드: Speech Feedback

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Human sensory feedback research in the armstrong laboratory

  • Weisenberger, Janet M.
    • Journal of the Ergonomics Society of Korea
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    • v.16 no.2
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    • pp.83-100
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    • 1997
  • The Human Sensory Feedback Laboratory, park of the Armstrong Laboratory at Wright-Patterson Air Force Base, Ohio, is involved in the development and evaluation of systems that provide sensory feedback to the human operator in telerobotic and virtual environment applications. Specific projects underway in the laboratory are primarily concerned with the information provided by force and vibrotactile feedback to the operator in dextrous manipulation tasks. Four specific research projects are described in the present report. These include : 1) experiments evaluating a 30-element fingertip display, which employs a titanium-nickel shape memory alloy actuator design to provide vibrotactile feedback about object shape and surface texture ; 2) of a fingertip force-feedback display for 3-dimensional information about object shape and suface texture ; 3) use of a force- feedback joystic to provide "force tunnel" information in pilot pursuit tracking tasks ; and 4) evaluations of a 7 degree-of-freedom exoskeleton used to control a robotic arm. Both basic and applied research questions are discussed.

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Alzheimer's disease recognition from spontaneous speech using large language models

  • Jeong-Uk Bang;Seung-Hoon Han;Byung-Ok Kang
    • ETRI Journal
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    • v.46 no.1
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    • pp.96-105
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    • 2024
  • We propose a method to automatically predict Alzheimer's disease from speech data using the ChatGPT large language model. Alzheimer's disease patients often exhibit distinctive characteristics when describing images, such as difficulties in recalling words, grammar errors, repetitive language, and incoherent narratives. For prediction, we initially employ a speech recognition system to transcribe participants' speech into text. We then gather opinions by inputting the transcribed text into ChatGPT as well as a prompt designed to solicit fluency evaluations. Subsequently, we extract embeddings from the speech, text, and opinions by the pretrained models. Finally, we use a classifier consisting of transformer blocks and linear layers to identify participants with this type of dementia. Experiments are conducted using the extensively used ADReSSo dataset. The results yield a maximum accuracy of 87.3% when speech, text, and opinions are used in conjunction. This finding suggests the potential of leveraging evaluation feedback from language models to address challenges in Alzheimer's disease recognition.

Development of cognitive-behavioral group counseling program for elementary children with speech anxiety and its effects (초등학생의 발표 불안 감소를 위한 인지적 행동주의 집단상담의 효과)

  • Gim, Byong-Yun
    • The Korean Journal of Elementary Counseling
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    • v.4 no.1
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    • pp.167-190
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    • 2005
  • The purpose of this study was to develop the cognitive behavioral group counseling program to relieve elementary children of speech anxiety and to examine its effects. The program was developed on the basis of the cognitive, affective, and behavioral activities. The cognitive activities were based on the REBT procedures, and affective activities included making child's nickname, finding out his own strengths and exchanging positive feedback each other and behavioral activities included training assertiveness, coaching and practicing speech behavior etc, Subjects were 14 elementary children from M elementary school in Gwangju. They had the highest scores at the speech anxiety test which was administrated to all the sixth graders of M elementary school. Seven subjects were randomly allocated to experimental group and control group respectively. Two speech anxiety tests and one speech behavior checklist were administrated as pre- and post-tests. The collected data was analyzed by ANCOVA. Research results demonstrated that the experimental group showed statistically significant changes in the scores of the speech anxiety test and the speech behavior checklist comparing with the control group. Then it was accepted that the program which was developed in this study could make effects on the reduction of elementary children's speech anxiety.

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A study on speech training aids for Deafs (청각장애자용 발음훈련기기 개발에 관한 연구)

  • Ahn, Sang-Pil;Lee, Jae-Hyuk;Yoon, Tae-Sung;Park, Sang-Hui
    • Proceedings of the KIEE Conference
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    • 1990.07a
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    • pp.47-50
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    • 1990
  • Deafs cannot speak straight voice as normal people in lack of feedback of their pronunciation, therefore speech training is required. In this study, fundamental frequency, intensity, formant frequencies, vocal tract graphic and vocal tract area function, extracted from speech signal, are used as feature parameter. AR model, whose coefficients are extracted using inverse filtering. is used as speech generation model. In connect ion between vocal tract graphic and speech parameter, articulation distances and articulation distance functions in selected 15-intervals are determined by extracted vocal tract areas and formant frequencies.

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Nasalance and Intensity of Profound Hearing-Impaired Adults (심도 청각장애 성인의 비성도 및 강도)

  • Choi, Eun-Ah;Park, Han-Sang;Seong, Cheol-Jae
    • Phonetics and Speech Sciences
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    • v.1 no.3
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    • pp.123-132
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    • 2009
  • This study investigates the differences in nasalance across handicap, gender, and vowels and the correlation between nasal energy and oral energy both of which are used to compute nasalance. For this study, 20 hearing-impaired adults and 20 normal hearing adults as a control group were asked to read 7 Korean vowels (/$\alpha$, $\Lambda$, o, u, ɯ, i, $\varepsilon$/). Subjects' readings were recorded by NasalView and analyzed by Praat. Results showed that the hearing impaired group (HL) has a significantly higher nasalance than the normal hearing group(NH), and that there was a significant positive correlation between nasal energy and oral energy. A higher nasalance of the hearing impaired group seems to be due to an improper velopharyngeal control which is caused by lack of a proper auditory feedback.

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The Effect of Voice Generalization on Puberphonia Patients via Generalization -Reinforced Visual Feedback Program: A Case Study (일반화를 강화한 시각적 피드백 프로그램이 무변성 환자의 음성 일반화에 미치는 영향 : 사례연구)

  • Kwon, Soon-Bok;Park, Hee-June;Jeong, Ok-Ran;Wang, Soo-Geun
    • Speech Sciences
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    • v.15 no.2
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    • pp.145-156
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    • 2008
  • The purpose of this study was to investigate the reason why puberphonia patients revisit hospitals after completion of its treatment and the effect of visual voice therapy on voice improvement. The subject the study included are two puberphonia patients who had been diagnosed by laryngologists. The patients who were diagnosed as puberphonia by the laryngologist and treated by the a speech pathologist, completed their treatment and revisited hospital. The study used laryngoscopy, acoustic and aerodynamic analysis before and after voice treatment to investigate what change happens and why generalization of treatment effect did not occur naturally in the daily life. Their voices of pre-therapy and post-therapy were analyzed on the aspects of acoustics, aerodynamics and laryngeal endoscopy. As a result, it was found that fundamental frequency(Fo) was significantly lowered in respect of acoustic change and maximum phonation time(MPT) was increased to some extent in respect of aerodynamic change. In addition, there was a laryngoscopic change and commissure glottic chink disappeared generally in the phonation. The reason why the generalization did not occur naturally in one’s daily routine was mainly due to the fact that high-pitched voicing was used for a long time. Other than that reason, negative reaction or attitude of surrounding people and lack of confidence were to blame for failure of generalization.

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An Acoustic Feedback Canceller for Hearing Aids Using Improved Orthogonal Projection Algorithm (개선된 직교투사 알고리즘을 이용한 음향궤환제거기)

  • Lee, Haeng Woo
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.8 no.2
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    • pp.49-58
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    • 2012
  • This paper is on an improved orthogonal projection method which can cancel the acoustic feedback signals in the digital hearing aids. Comparing with the NLMS algorithm which is widely used for simplicity and stability, it shows that this method has the improvement of the convergence performances, and has small computational quantities, for signals with the large auto-correlation as speech signals. This uses the improved orthogonal projection algorithm which reduces the correlation of signals. To verify the convergence characteristics of the proposed algorithm, we simulated about various input signals. The acoustic feedback canceller has a 12-bit resolution with 64-tap adaptive FIR filter. And we compared the results of simulation for this algorithm with the ones for the NLMS algorithm. By these works, it is proved that the feedback canceller adopting the proposed algorithm shows about 3.5dB more high SNR than the NLMS algorithm in the colored input signals.

A Short-term and Long-term Usability Testing of the Speech Synthesizer for the People with Visual Impairments (시각장애인용 음성합성기에 대한 장/단기 사용성 평가)

  • Lee, H.Y.;Hong, K.H.
    • Journal of rehabilitation welfare engineering & assistive technology
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    • v.9 no.1
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    • pp.53-60
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    • 2015
  • We conducted a long-term and short-term usability testing on the built-in speech synthesizer of a screen-reader for the people with visual impairments. A total of 20 persons with visual impairments participated in the short-term usability testing, and 10 of them participated in the long-term usability testing. Naturalness and clarity of the synthetic speech were evaluated by MOS scores, preference for various synthetic speeches was examined through a preference test, and the users' satisfaction level and other requirements for the synthetic speech were evaluated by open feedback. We also examined naturalness, clarity, preference, and user requirements for the synthetic speech through a long-term usability testing. Then, we compare and contrast the long-term and short-term usability testing results.

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Chaotic Speech Secure Communication Using Self-feedback Masking Techniques (자기피드백 마스킹 기법을 사용한 카오스 음성비화통신)

  • Lee, Ik-Soo;Ryeo, Ji-Hwan
    • Journal of the Korean Institute of Intelligent Systems
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    • v.13 no.6
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    • pp.698-703
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    • 2003
  • This paper presents analog secure communication system about safe speech transmission using chaotic signals. We applied various conditions that happen in actuality communication environment modifying chaotic synchronization and chaotic communication schemes and analyzed restoration performance of speech signal to computer simulation. In transmitter, we made the chaotic masking signal which is added voice signal to chaotic signal using PC(Pecora & Carroll) and SFB(self-feedback) control techniques and transmitted encryption signal to noisy communication channel And in order to calculate the degree of restoration performance, we proposed the definition of analog average power of recovered error signals in receiver chaotic system. The simulation results show that feedback control techniques can certify that restoration performance is superior to quantitative data than PC method about masking degree, susceptibility of parameters and channel noise. We experimentally computed the table of relation of parameter fluxion to restoration error rate which is applied the encryption key values to the chaotic secure communication.