• Title/Summary/Keyword: Connected speech

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Performance Comparison of Korean Connected Digit Telephone Speech Recognition According to Aurora Feature Extraction (Aurora 특징파라미터 추출기법에 따른 한국어 연속숫자음 전화음성의 인식 성능 비교)

  • Kim Min Sung;Jung Sung Yun;Son Jong Mok;Bae Keun Sung;Kim Sang Hun
    • Proceedings of the KSPS conference
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    • 2003.10a
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    • pp.145-148
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    • 2003
  • To improve the recognition performance of Korean connected digit telephone speech, in this paper, both Aurora feature extraction method that employs noise reduction 2-state Wiener filter and DWFBA method are investigated and used. CMN and MRTCN are applied to static features for channel compensation. Telephone digit speech database released by SITEC is used for recognition experiments with HTK system. Experimental results has shown that Aurora feature is slightly better than MFCC and DWFBA without channel compensation. And when channel compensation is included, Aurora feature is slightly better than DWFBA with MRTCN.

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Pronunciation-based Listening Teaching

  • Lee, Kyung-Mi
    • Proceedings of the KSPS conference
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    • 2000.07a
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    • pp.283-300
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    • 2000
  • This paper is intended to suggest how to improve Korean high school students' awareness of the pronunciation in order to foster communicative effectiveness. Initially it is focused on the tasks of listening to the suprasegmental aspects. The strategies used in the listening process are (1)discerning intonation units, (2)recognizing rhythm pattern, and (3)identifying contraction and linking in connected speech. The tasks including in each process are listening discrimination, guided practice activity, and listening and speaking activity. The teacher should avoid methods which yield discouraging outcomes and try to help students enjoy experience of success in doing exercises and activities. So I suggested: students put the slash on the pause perceptible to chunk the stream of speech into the intonation units, and mark the content words to internalize English rhythm. And then I suggested that students listen to pop song English in order to improve the awareness of function words and connected speech in the intonation unit.

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Connected Korean Digit Speech Recognition Using Vowel String and Number of Syllables (음절수와 모음 열을 이용한 한국어 연결 숫자 음성인식)

  • Youn, Jeh-Seon;Hong, Kwang-Seok
    • The KIPS Transactions:PartA
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    • v.10A no.1
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    • pp.1-6
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    • 2003
  • In this paper, we present a new Korean connected digit recognition based on vowel string and number of syllables. There are two steps to reduce digit candidates. The first one is to determine the number and interval of digit. Once the number and interval of digit are determined, the second is to recognize the vowel string in the digit string. The digit candidates according to vowel string are recognized based on CV (consonant vowel), VCCV and VC unit HMM. The proposed method can cope effectively with the coarticulation effects and recognize the connected digit speech very well.

The Effect of Visual Feedback Intervention on Voice Pitch of Adult with Hearing Impairment (선천성 청각장애성인의 시각적피드백 이용 음도치료 효과)

  • Euh, Su-Ji;Yoon, Mi-Sun
    • Speech Sciences
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    • v.12 no.4
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    • pp.215-226
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    • 2005
  • This study is an attempt to investigate effect of pitch treatment program using visual feedback for profound deaf adults. Dr. Speech program was applied as a training tool. The subjects of this study were 3 profound deaf adults. Speech samples for evaluation were vowel prolongations and connected speech. Analysis was performed under the principle of single subject research design. As results of this study, all subjects showed the treatment effects which were represented by lowering fundamental frequency and speaking fundamental frequency.

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Implementation of Connected-Digit Recognition System Using Tree Structured Lexicon Model (트리 구조 어휘 사전을 이용한 연결 숫자음 인식 시스템의 구현)

  • Yun Young-Sun;Chae Yi-Geun
    • MALSORI
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    • no.50
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    • pp.123-137
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    • 2004
  • In this paper, we consider the implementation of connected digit recognition system using tree structured lexicon model. To implement efficiently the fixed or variable length digit recognition system, finite state network (FSN) is required. We merge the word network algorithm that implements the FSN with lexical tree search algorithm that is used for general speech recognition system for fast search and large vocabulary systems. To find the efficient modeling of digit recognition system, we investigate some performance changes when the lexical tree search is applied.

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A Study on Korean Connected Digit Recognizer Based on Semi-syllable and Post-processing (반음절기반의 한국어 연속숫자음인식과 그 후처리에 대한 연구)

  • Jeong, Jae-Boo;Chung, Hoon;Chung, Ik-Joo
    • Speech Sciences
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    • v.8 no.4
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    • pp.1-15
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    • 2001
  • This paper describes the effect of new recognition unit, a unit based on semisyllable, and its post processing method. A recognition unit based on semi-syllable expresses Korean connected digit's coarticulation effect. An existing method using semi-syllable limits next models, derived from current recognized models, to make complete connected digit sequence. However, this paper uses a new method to make complete connected digit sequence. The new post-processing method recognizes isolated digit words which include digits sequence from the digit combinations being able to occur from current recognized semi-syllable sequence. This method gives an improved accuracy rate than that of existing method. This new post processing provides two advantages. 1) It corrects current mis-recognized semi-syllable unit. 2) When people say each digit, they say it without regard to saying duration.

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Real-Time Implementation of Wireless Remote Control of Mobile Robot Based-on Speech Recognition Command (음성명령에 의한 모바일로봇의 실시간 무선원격 제어 실현)

  • Shim, Byoung-Kyun;Han, Sung-Hyun
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.20 no.2
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    • pp.207-213
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    • 2011
  • In this paper, we present a study on the real-time implementation of mobile robot to which the interactive voice recognition technique is applied. The speech command utters the sentential connected word and asserted through the wireless remote control system. We implement an automatic distance speech command recognition system for voice-enabled services interactively. We construct a baseline automatic speech command recognition system, where acoustic models are trained from speech utterances spoken by a microphone. In order to improve the performance of the baseline automatic speech recognition system, the acoustic models are adapted to adjust the spectral characteristics of speech according to different microphones and the environmental mismatches between cross talking and distance speech. We illustrate the performance of the developed speech recognition system by experiments. As a result, it is illustrated that the average rates of proposed speech recognition system shows about 95% above.

Implementation of the Automatic Speech Editing System Using Keyword Spotting Technique (핵심어 인식을 이용한 음성 자동 편집 시스템 구현)

  • Chung, Ik-Joo
    • Speech Sciences
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    • v.3
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    • pp.119-131
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    • 1998
  • We have developed a keyword spotting system for automatic speech editing. This system recognizes the only keyword 'MBC news' and then sends the time information to the host system. We adopted a vocabulary dependent model based on continuous hidden Markov model, and the Viterbi search was used for recognizing the keyword. In recognizing the keyword, the system uses a parallel network where HMM models are connected independently and back-tracking information for reducing false alarms and missing. We especially focused on implementing a stable and practical real-time system.

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A Study on the Implementation of Connected-Digit Recognition System and Changes of its Performance (연결 숫자음 인식 시스템의 구현과 성능 변화)

  • Yun Young-Sun;Park Yoon-Sang;Chae Yi-Geun
    • MALSORI
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    • no.45
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    • pp.47-61
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    • 2003
  • In this paper, we consider the implementation of connected digit recognition system and the several approaches to improve its performance. To implement efficiently the fixed or variable length digit recognition system, finite state network (FSN) is required. We merge the word network algorithm that implements the FSN with one pass dynamic programming search algorithm that is used for general speech recognition system for fast search. To find the efficient modeling of digit recognition system, we perform some experiments along the various conditions to affect the performance and summarize the results.

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ON IMPROVING THE PERFORMANCE OF CODED SPECTRAL PARAMETERS FOR SPEECH RECOGNITION

  • Choi, Seung-Ho;Kim, Hong-Kook;Lee, Hwang-Soo
    • Proceedings of the Acoustical Society of Korea Conference
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    • 1998.08a
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    • pp.250-253
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    • 1998
  • In digital communicatioin networks, speech recognition systems conventionally reconstruct speech followed by extracting feature [parameters. In this paper, we consider a useful approach by incorporating speech coding parameters into the speech recognizer. Most speech coders employed in the networks represent line spectral pairs as spectral parameters. In order to improve the recognition performance of the LSP-based speech recognizer, we introduce two different ways: one is to devise weighed distance measures of LSPs and the other is to transform LSPs into a new feature set, named a pseudo-cepstrum. Experiments on speaker-independent connected-digit recognition showed that the weighted distance measures significantly improved the recognition accuracy than the unweighted one of LSPs. Especially we could obtain more improved performance by using PCEP. Compared to the conventional methods employing mel-frequency cepstral coefficients, the proposed methods achieved higher performance in recognition accuracies.

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