• Title/Summary/Keyword: vowel recognition

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Phonation Type Index k (발성유형지수 k)

  • Park Hansang
    • Proceedings of the KSPS conference
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    • 2002.11a
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    • pp.77-80
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    • 2002
  • This study proposes phonation type index k as a descriptor of the overall spectral tilt, which is free from the effects of fundamental frequency and vowel quality. The newly proposed phonation type index k presents a simple and single measure of the overall spectral tilt. Phonation type index k can be applied to speech technology. It can also be used in diagnosing patients voice qualities in speech pathology. The distribution of phonation type index k, which is speaker-dependent, may be useful in forensic phonetics and voice recognition as an indicator of speaker identity.

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A Continuous Digits Speech Recognition Applied Vowel Sequence and VCCV Unit HMM (모음열과 VCCV단위 HMM을 이용한 연속 숫자 음성인식)

  • Youn Jeh-Seon;Chung Kwang-Woo;Hong Kwang-Seok
    • Proceedings of the Acoustical Society of Korea Conference
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    • autumn
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    • pp.25-28
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    • 2001
  • 본 논문에서는 조음 효과에 대처할 수 있는 반음절, 반음절 + 반음절 단위 HMM과 모음열 정보를 적용하여 연속 숫자 음성인식을 구현하였다. 모음열 정보를 적용하여 기준모델을 모음이 포함된 HMM단위로만 구성한 시스템과 모든 기준모델과 비교하는 시스템과 성능을 비교하였다. 인식실험결과 인식률의 향상으로 제안된 방법이 효율적임을 확인하였다.

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A Study on the Vowel Recognition of Korean Speech using Spatio-temporal Method (Spatio-temporal 방법을 이용한 우리말 모음 인식에 관한 연구)

  • 송도선;김선일;김석동;이행세
    • The Journal of the Acoustical Society of Korea
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    • v.12 no.4
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    • pp.57-62
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    • 1993
  • 본 논문은 신경망을 이용한 우리말 모음에 대한 인식 연구이다. 음성을 나누거나. 음소별 인식이나, 시간 신축 방법을 사용하지 않고 모음을 인식하였다. 식나의 변화에 따른 음성의 변화를 정적인 음성으로 취급하였다. 10개로 균등히 나눈 프레임에 각 프레임마다 10차의 PARCOR계수를 추출하였다. 신경망의 구조를 간단히 하기 위해서 단모음과 복모음을 구분하여 학습시켰으며, 출력 노드의 수를 감소시키기 위해 이진 코드 형태로 구성하였다.

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A Study on Recognition Units and Methods to Align Training Data for Korean Speech Recognition) (한국어 인식을 위한 인식 단위와 학습 데이터 분류 방법에 대한 연구)

  • 황영수
    • Journal of the Institute of Convergence Signal Processing
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    • v.4 no.2
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    • pp.40-45
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    • 2003
  • This is the study on recognition units and segmentation of phonemes. In the case of making large vocabulary speech recognition system, it is better to use the segment than the syllable or the word as the recognition unit. In this paper, we study on the proper recognition units and segmentation of phonemes for Korean speech recognition. For experiments, we use the speech toolkit of OGI in U.S.A. The result shows that the recognition rate of the case in which the diphthong is established as a single unit is superior to that of the case in which the diphthong is established as two units, i.e. a glide plus a vowel. And recognizer using manually-aligned training data is a little superior to that using automatically-aligned training data. Also, the recognition rate of the case in which the bipbone is used as the recognition unit is better than that of the case in which the mono-Phoneme is used.

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A Study on Recognition Units for Korean Speech Recognition (한국어 분절음 인식을 위한 인식 단위에 대한 연구)

  • ;;Michael W. Macon
    • The Journal of the Acoustical Society of Korea
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    • v.19 no.6
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    • pp.47-52
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    • 2000
  • In the case of making large vocabulary speech recognition system, it is better to use the segment than the syllable or the word as the recognition mit. In this paper, we study on the proper recognition units for Korean speech recognition. For experiments, we use the speech toolkit of OGI in U.S.A. The result shows that the recognition rate of the case in which the diphthong is established as a single unit is superior to that of the case in which the diphthong is established as two units, i.e. a glide plus a vowel. And also, the recognition rate of the case in which the biphone is used as the recognition unit is better than that of the case in which the mono-phoneme is used.

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The Effects of Syllable Boundary Ambiguity on Spoken Word Recognition in Korean Continuous Speech

  • Kang, Jinwon;Kim, Sunmi;Nam, Kichun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.6 no.11
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    • pp.2800-2812
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    • 2012
  • The purpose of this study was to examine the syllable-word boundary misalignment cost on word segmentation in Korean continuous speech. Previous studies have demonstrated the important role of syllabification in speech segmentation. The current study investigated whether the resyllabification process affects word recognition in Korean continuous speech. In Experiment I, under the misalignment condition, participants were presented with stimuli in which a word-final consonant became the onset of the next syllable. (e.g., /k/ in belsak ingan becomes the onset of the first syllable of ingan 'human'). In the alignment condition, they heard stimuli in which a word-final vowel was also the final segment of the syllable (e.g., /eo/ in heulmeo ingan is the end of both the syllable and word). The results showed that word recognition was faster and more accurate in the alignment condition. Experiment II aimed to confirm that the results of Experiment I were attributable to the resyllabification process, by comparing only the target words from each condition. The results of Experiment II supported the findings of Experiment I. Therefore, based on the current study, we confirmed that Korean, a syllable-timed language, has a misalignment cost of resyllabification.

Korean Single-Vowel Recognition Using Cumulants in Color Noisy Environment (유색 잡음 환경하에서 Cumulant를 이용한 한국어 단모음 인식)

  • Lee, Hyung-Gun;Yang, Won-Young;Cho, Yong-Soo
    • The Journal of the Acoustical Society of Korea
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    • v.13 no.2
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    • pp.50-59
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    • 1994
  • This paper presents a speech recognition method utilizing third-order cumulants as a feature vector and a neural network for recognition. The use of higher-order cumulants provides desirable uncoupling between the gaussian noise and speech, which enables us to estimate the coefficients of AR model without bias. Unlike the conventional method using second-order statistics, the proposed one exhibits low bias even in SNR as low as 0 dB at the expense of higher variance. It is confirmed through computer simulation that recognition rate of korean single-vowels with the cumulant-based method is much higher than the results with the conventional method even in low SNR.

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Development of Realtime Phonetic Typewriter (실시간 음성타자 시스템 구현)

  • Cho, W.Y.;Choi, D.I.
    • Proceedings of the KIEE Conference
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    • 1999.11c
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    • pp.727-729
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    • 1999
  • We have developed a realtime phonetic typewriter implemented on IBM PC with sound card based on Windows 95. In this system, analyzing of speech signal, learning of neural network, labeling of output neurons and visualizing of recognition results are performed on realtime. The developing environment for speech processing is established by adding various functions, such as editing, saving, loading of speech data and 3-D or gray level displaying of spectrogram. Recognition experimental using Korean phone had a 71.42% for 13 basic consonant and 90.01% for 7 basic vowel accuracy.

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Ortho-phonic Alphabet Creation by the Musical Theory and its Segmental Algorithm (악리론으로 본 정음창제와 정음소 분절 알고리즘)

  • Chin, Yong-Ohk;Ahn, Cheong-Keung
    • Speech Sciences
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    • v.8 no.2
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    • pp.49-59
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    • 2001
  • The phoneme segmentation is a very difficult problem in speech sound processing because it has found out segmental algorithm in many kinds of allophone and coarticulation's trees. Thus system configuration for the speech recognition and voice retrieval processing has a complex system structure. To solve it, we discuss a possibility of new segmental algorithm, which is called the minus a thirds one or plus in tripartitioning(삼분손익) of twelve temporament(12 율려), first proposed by Prof. T. S. Han. It is close to oriental and western musical theory. He also has suggested a 3 consonant and 3 vowel phonemes in Hunminjungum(훈민정음) invented by the King Sejong in the 15th century. In this paper, we suggest to newly name it as ortho-phonic phoneme(OPP/정음소), which carries the meaning of 'the absoluteness and independency'. OPP also is acceptable to any other languages, for example IPA. Lastly we know that this algorithm is constantly applicable to the global language and is very useful to construct a voice recognition and retrieval structuring engineering.

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A study of broad board classification of korean digits using symbol processing (심볼을 이용한 한국어 숫자음의 광역 음소군 분류에 관한 연구)

  • Lee, Bong-Gu;Lee, Guk;Hhwang, Hee-Yoong
    • Proceedings of the KIEE Conference
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    • 1989.07a
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    • pp.481-485
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    • 1989
  • The object of this parer is on the design of an broad board classifier for connected. Korean digit. Many approaches have been applied in speech recognition systems: parametric vector quantization, dynamic programming and hiden Markov model. In the 80's the neural network method, which is expected to solve complex speech recognition problems, came bach. We have chosen the rule based system for our model. The phoneme-groups that we wish to classify are vowel_like, plosive_like fricative_like, and stop_like.The data used are 1380 connected digits spoken by three untrained male speakers. We have seen 91.5% classification rate.

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