• Title/Summary/Keyword: speech analysis

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A Study on Frequency-Time Plane Analysis of Wavelet (웨이브렛의 주파수-시간 평면 해석에 관한 연구)

  • Bae, Sang-Bum;Ryu, Ji-Goo;Kim, Nam-Ho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • v.9 no.2
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    • pp.451-454
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    • 2005
  • Recently, many methods to analyze signal have been proposed and representative methods are the Fourier transform and wavelet transform. In these methods, the Fourier transform represents signal with combination cosine and sine at all locations in the frequency domain. However, it doesn't provide time information that particular frequency occurs in signal and depends on only the global feature of the signal. So, to improve these points the wavelet transform which is capable of multiresolution analysis has been applied to many fields such as speech processing, image processing and computer vision. And the wavelet transform, which uses changing window according to scale parameter, presents time-frequency localization. In this paper, we proposed a new approach using a wavelet of cosine and sine type and analyzed features of signal in a limited point of frequency-time plane.

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Part-Of-Speech Tagging and the Recognition of the Korean Unknown-words Based on Machine Learning (기계학습에 기반한 한국어 미등록 형태소 인식 및 품사 태깅)

  • Choi, Maeng-Sik;Kim, Hark-Soo
    • The KIPS Transactions:PartB
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    • v.18B no.1
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    • pp.45-50
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    • 2011
  • Unknown morpheme errors in Korean morphological analysis are divided into two types: The one is the errors that a morphological analyzer entirely fails to return any morpheme sequences, and the other is the errors that a morphological analyzer returns incorrect combinations of known morphemes. Most previous unknown morpheme estimation techniques have been focused on only the former errors. This paper proposes a unknown morpheme estimation method which can handle both of the unknown morpheme errors. The proposed method detects Eojeols (Korean spacing units) that may include unknown morpheme errors using SVM (Support Vector Machine). Then, using CRFs (Conditional Random Fields), it segments morphemes from the detected Eojeols and annotates the segmented morphemes with new POS tags. In the experiments, the proposed method outperformed the conventional method based on the longest matching of functional words. Based on the experimental results, we knew that the second type errors should be dealt with in order to increase the performance of Korean morphological analysis.

Performance analysis of multistage interference cancellation schemes for a DS/CDMA system subject to delay constraint (CD/CDMA 시스템에서의 제한된 처리 지연 시간을 고려한 단단계 간섭 제거 방식에 대한 성능 분석)

  • 황선한;강충구
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.22 no.12
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    • pp.2653-2663
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    • 1997
  • The successive and parallel interference cancellation schemes are two well-known types of multi-stage interference cancellation schemes using the conventional correlator receivers as a basic building block, which has been known to significantly improve the performance of DS/CDMA system in the multiple access communication. Performance comparison between these two schemes is made strictly based on the analytical and it has been shown that the successive interference cancellation (SIC) scheme is more resistant to fading than the parallel interference cancellation (PIC) scheme. We further investigate the performance of the successive IC scheme subject to the delay constraint, which may be imposed typically on most of service applications with a real-time transmission requirement, including speech and video applications. Our analysis demonstrates that the performance may be significantly improved by the groupwise successive interference cancellation (GSIC) scheme, which can be properly optimized to meet the given delay constraint.

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Database Interface System with Dialog (대화를 통한 데이타베이스 인터페이스 시스템)

  • Woo, Yo-Seop;Kang, Seok-Hoon
    • The Transactions of the Korea Information Processing Society
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    • v.3 no.3
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    • pp.417-428
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    • 1996
  • In this paper, a database interface system with natural language dialogue is designed and implemented. The system is made up of language analysis, context processing, dialogue processing and DB processing unit. The method for classifying and processing an undefined word in language analysis is proposed. It reduces the dictionary size, which gives difficulties in DB Interface. And the current DB Interfaces dealt with an input utterance independently. But the system in this paper provides a user with the interface environment in which he or she can have a continuous conversation with the system and retrieve DB information. Thus in this paper, speech acts which include user's inattentions well as propositional contents are defined, and user action hierarchical model for library DB retrieval is constructed. And the system uses the defined knowledge to recognize-user's plan, effectively understanding and managing the ongoing dialogue. And the system is implemented in the domain of library database in order to prove the proposed methods in this paper.

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Effect of Voice Reinforcement Method for Treatment of Vocal Nodules: Preliminary Study (음성강화기법의 성대결절 치료 효과)

  • Kim, Ji-Sung;Lee, Dong-Wook
    • Journal of the Korean Society of Laryngology, Phoniatrics and Logopedics
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    • v.31 no.1
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    • pp.13-18
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    • 2020
  • Background and Objective The purpose of this study is to report the effect of voice therapy using the voice reinforcement method (VRM) in patients with vocal nodules. It is one of the holistic voice therapy methods for improving vocal mechanisms. VRM includes not only direct and indirect voice therapy, but also trial therapy and self-practice. Composed of four stages: vocal hygiene education, relaxation, reinforcement, and generalization. Materials and Methods The subjects were 13 patients who were diagnosed with vocal nodules. Acoustic analysis, auditory perceptual assessment, K-VHI-10 and nodules size were compared before and after voice therapy. Voice therapy was conducted by speech-language pathologist and the mean number was 4.2. Results In acoustic analysis, Jitter, vF0, vAm, Shimmer, NHR, and VTI were significantly decreased. F0 was increased after voice therapy for women. 'Grade', 'Rough,' and 'Breathy' were significantly decreased in the GRBAS scale after voice therapy. In addition, K-VHI-10 and nodules size were significantly decreased. Conclusion VRM seems to be an effective voice therapy method in vocal nodules treatment. In VRM, especially, trial therapy is given motivation for vocal nodules treatments and self-practice has a continuous therapeutic effect in everyday life. VRM can be also applied to the voice therapy for other hyper-functional dysphonia.

Analysis of Treatment Result of Arachnoid Cyst (뇌지주막 낭종의 치료결과 분석)

  • Lee, Jeong-Hwan;Kim, Oh-Lyong;Kim, Seong-Ho;Bae, Jang-Ho;Choi, Byung-Yon;Cho, Soo-Ho
    • Journal of Korean Neurosurgical Society
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    • v.30 no.sup2
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    • pp.211-215
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    • 2001
  • Objective : The present study was performed to analyze treatment results for 22 cases of arachnoid cyst and to have appropriate surgical method in our department. Material and Methods : We performed a retrospective study in 22 cases in 11 years between 1989 to 2000 that could be followed up. The analysis was based on the results of patients age, sex distribution, developed area, clinical symptom, treatment method, and complication. Results : The age range of cyst development was between 7 months to 60 years with the average age of 21 years. As for sex distribution, 20 were male and 2 were female, with significantly more cyst development in males than females. Thirteen cases were developed in the sylvian fissure, 3 cases in the posterior fossa, 4 cases in the cerebral convexity of the supratentorial area, 1 case in the suprasella and 1 case in interhemiphere. Those cases with the sylvian fissure involvement included 6 cases of Type I, 4 cases of Type II, and 3 cases of Type III. As for the distribution according to hemisphere, more arachnoidal cysts were seen in the right hemisphere. The most common clinical symptom was headache, followed by seizure and speech disturbance. As for the treatment method in 22 cases, surgery was performed in 17 cases and conservative treatment in 5 cases. Fenestration was performed in 14 cases. 13 cases of them showed good outcome, and 1 case with delayed development showed no improvement. Cyst-peritoneal shunt was done in 2 cases. Both fenestration and cyst-peritoneal shunt were done in 1 case. Conclusion : Patients who perforemed fenestration were showed good outcome with few complication. We concluded that fenestration is the most appropriate surgical method for arachnoid cyst.

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Monophthong Recognition Optimizing Muscle Mixing Based on Facial Surface EMG Signals (안면근육 표면근전도 신호기반 근육 조합 최적화를 통한 단모음인식)

  • Lee, Byeong-Hyeon;Ryu, Jae-Hwan;Lee, Mi-Ran;Kim, Deok-Hwan
    • Journal of the Institute of Electronics and Information Engineers
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    • v.53 no.3
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    • pp.143-150
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    • 2016
  • In this paper, we propose Korean monophthong recognition method optimizing muscle mixing based on facial surface EMG signals. We observed that EMG signal patterns and muscle activity may vary according to Korean monophthong pronunciation. We use RMS, VAR, MMAV1, MMAV2 which were shown high recognition accuracy in previous study and Cepstral Coefficients as feature extraction algorithm. And we classify Korean monophthong by QDA(Quadratic Discriminant Analysis) and HMM(Hidden Markov Model). Muscle mixing optimized using input data in training phase, optimized result is applied in recognition phase. Then New data are input, finally Korean monophthong are recognized. Experimental results show that the average recognition accuracy is 85.7% in QDA, 75.1% in HMM.

The cultural characteristic of American film (genre drama) in (영화 <블라인드 사이드 Blind Side>에 나타난 '드라마' 장르의 미국 문화 특성)

  • Han, Yong Taek;Woo, Jung Gueon
    • Cross-Cultural Studies
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    • v.26
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    • pp.273-296
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    • 2012
  • The purpose of this paper is to examine the characteristics of American film (genre drama) through the analysis of , which merits our attention because the proportion of domestic gross earnings to foreign gross earnings is four to one. It means that the cultural discount rate of this film is relatively higher than the films which belong to the other genres, for example adventure, action, fantasy, SF etc. And it would be correct to say that this film is typically american. What is the reason of this difference of cultural discount rate? And what allows this film to be defined as a typical American film. The analysis of shows that the difference doesn't result from the actant structure. In fact the narrative structure of this film is similar to the other films of drama genre like or : the common structure of drama genre is characterized by an encounter of sujet and adjuvant and the progress of their relationship. But the drama is a genre in which the reflection of the actualities is important as compared with other genres. In that sense the story of is based upon the American cultural characteristics. Because the process that realize the progress of relationship between two protagonists is typically American such as race problem, adoption system, concept of family, system of education and going to college etc. As a result it is possible that move less the worldwide spectators than the American spectators.

Identification of Latent Profiles in Perception of Work Environment among Workers in Residential Facilities for People with Disabilities (장애인거주시설 종사자의 직무환경인식 잠재프로파일에 따른 직무만족도 차이)

  • Lee, Hyun Jung
    • Journal of the Korea Convergence Society
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    • v.10 no.8
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    • pp.237-243
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    • 2019
  • This study used latent profile analysis to identify heterogeneous subgroups with respect to the perception of work environment among workers in residential facilities for people with disabilities. The final model yielded five latent profiles of the perception of work environment: 'low workload group' who scored low in time pressure and job responsibility, 'discrimination perception group' who scored low in supervisor support and high in sex and academic/regional discriminations, 'positive perception group' who scored high in work autonomy and peer and supervisor supports, 'high workload group' who scored high in workload, time pressure, and job responsibility, and 'average group' who scored average in most areas. In the case of job satisfaction, positive perception group was the highest, followed by average group, low and high workload groups, and discrimination perception group.

Anti-proliferative and Apoptotic Activity of Extracts of Lindera glauca Blume root in Human HCT116 Colorectal Cancer Cells (감태나무 뿌리 추출물에 의한 대장암세포의 성장억제 및 세포사멸유도)

  • Kim, Yeah-Un;Moon, Ha-Rin;Han, Inhwa;Yun, Jung-Mi
    • Journal of the Korean Society of Food Culture
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    • v.36 no.2
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    • pp.235-245
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    • 2021
  • Lindera glauca Blume has been used in Korean traditional medicine to treat the symptoms of paralysis, abdominal pain, speech disorders, extravasations, contusions, and pain caused by rheumatoid arthritis. We investigated the effect of L. glauca Blume extracts on the proliferation of colorectal cancer cells in vitro using HCT116 human colorectal cancer cell lines. We also investigated its mechanism of action. For this purpose, we used the MTT assay, western blotting, DNA fragmentation analysis, and flow cytometry. HCT116 cells were cultured in several concentrations of ethanol extracts of L. glauca Blume root (0, 50, 100 ㎍/mL). In this study, colon cancer cell growth was inhibited by L. glauca Blume root extract in a dose-dependent manner. It was associated with induction of apoptosis as assessed by nuclear fragmentation and cell cycle analysis. Apoptosis was assessed using western blotting for TNF-α, IL-6, NF-κB, Caspase-3, PARP, Bax, Bcl-2, and SIRT1. The extract also dose-dependently upregulated the expression Bax, the pro-apoptotic gene and downregulated the expression of the anti-apoptotic gene Bcl-2. Furthermore, the extract enhanced Caspase-3 activity in a dose-dependent manner. Our findings provide evidence that L. glauca Blume extract may mediate its anti-proliferative effect via the modulation of apoptosis.