• Title/Summary/Keyword: 피치

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Emotion Recognition using Pitch Parameters of Speech (음성의 피치 파라메터를 사용한 감정 인식)

  • Lee, Guehyun;Kim, Weon-Goo
    • Journal of the Korean Institute of Intelligent Systems
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    • v.25 no.3
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    • pp.272-278
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    • 2015
  • This paper studied various parameter extraction methods using pitch information of speech for the development of the emotion recognition system. For this purpose, pitch parameters were extracted from korean speech database containing various emotions using stochastical information and numerical analysis techniques. GMM based emotion recognition system were used to compare the performance of pitch parameters. Sequential feature selection method were used to select the parameters showing the best emotion recognition performance. Experimental results of recognizing four emotions showed 63.5% recognition rate using the combination of 15 parameters out of 56 pitch parameters. Experimental results of detecting the presence of emotion showed 80.3% recognition rate using the combination of 14 parameters.

Robust Backward Adaptive Pitch Prediction for Tree Coding (트리 코팅에서 전송에러에 강한 역방향 적응 피치 예측)

  • 이인성
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.19 no.8
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    • pp.1587-1594
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    • 1994
  • The pitch predictor is one of the most important part for the robust tree coder. The hybrid backward pitch adapation which is a combination of a block adaptation and a recursive adaptation is used for the pitch predictor. In order to improve the error performance and track the pitch period change of the input speech, it is proposed to smooth the input of the pitch predictor. The smoother with three taps can have fixed coefficients or variable coefficients depending on the estimated autocorrelation function of the output of the pitch synthesizer. The inclusion of a variable smoother can track the pitch period change within a block and reduce the effect of channel errors.

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On a Pitch Extraction of Speech Signal using Residual Signal of the Uniform Quantizer (균일양자화기의 잔여신호를 이용한 음성신호의 피치검출)

  • Bae, Myung-Jin;Han, Ki-Cheon;Cha, Jin-Jong
    • The Journal of the Acoustical Society of Korea
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    • v.16 no.2
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    • pp.36-40
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    • 1997
  • In speech signal processing, it is necessary and important to detect exactly the pitch. The algorithms of pitch extraction which have been proposed until now are difficult exactly pitches over wide range speech signals. In this paper, thus, we proposed a new pitch detection algorithm that finds the fundamental period of speech signal in the residual signal quantized by the uniform quantizer as PCM. The proposed method shows little gross error of average 0.25% for clean speech and average 3.39% for SNR of 0dB. It also achieves results of the pitch contours, improving the accuracy of pitch detection in transient phonemes and noise environments.

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A Study on Pitch Period Detection of Speech Signal Using Modified AMDF (변형된 AMDF를 이용한 음성 신호의 피치 주기 검출에 관한 연구)

  • Seo, Hyun-Soo;Bae, Sang-Bum;Kim, Nam-Ho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • v.9 no.1
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    • pp.515-519
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    • 2005
  • Pitch period that is a important factor in speech signal processing is used in various applications such as speech recognition, speaker identification, speech analysis and synthesis. So many pitch detection algoritms have been studied until now. AMDF which is one of pitch period detection algorithms chooses the time interval from valley point to valley point as pitch period. In selection of valley point to detect pitch period, complexity of the algoritm is increased. So in this paper we proposed the simple algorithm using modified AMDF that detects global minimum valley point as pitch period of speech signal and compared existing methods with it through simulation.

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Effect of PFO/Coal-tar Blending Ratio on Yield and Physical Properties of Pitch-based Activated Carbon (열분해유/콜타르 혼합비가 피치계 활성탄의 수율 및 물성에 미치는 영향)

  • Tae Ung Yoo;Sang Wan Seo;Ji Sun Im;Soo Hong Lee;Woo Jin Song;Seok Chang Kang
    • Applied Chemistry for Engineering
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    • v.35 no.2
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    • pp.107-114
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    • 2024
  • In order to produce high-yield pitch-based activated carbon, pitch was synthesized by blending pyrolysis fuel oil (PFO) and coal-tar. Pitch was synthesized by varying the amount of coal-tar from 0~20% compared to PFO and reacting at 380~420 ℃ for 3 h. The synthesized pitch had a softening point between 80 and 260 ℃, and yields ranged from 10 to 40%. At all synthesis temperatures, as the coal-tar blending ratio increased, the yield increased and the softening point decreased. After considering the selected pitches (softening points: 230~260 ℃), pitches containing coal-tar were more volatile at a low boiling point and had a higher residual carbon content. This is a difference in the composition of coal-tar and PFO, and it was con- firmed that coal-tar has a lot of aromatics and PFO has a lot of aliphatics. The selected pitch was heated to 950 ℃ in a tubular reactor and physically activated with steam for 1 hour. Activated carbon containing coal-tar showed higher yield and microporosity compared to only PFO. In this study, the effect of increasing activated carbon yield by blending pitch raw materials was confirmed, and the physical activation characteristics according to the coal-tar mixing ratio were examined.

On the Pitch Alteration Methods for a High Quality Speech Synthesis (고음질 합성을 위한 피치변경법)

  • 배명진
    • The Journal of the Acoustical Society of Korea
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    • v.12 no.2
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    • pp.66-77
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    • 1993
  • 고음질 합성을 위해서는 파형부호화법이 바람직하다. 파형부호화법을 규칙에 의한 음성합성기법에 적용하기 위해서는 메모리용량의 문제와 피치변경법이 해결되어져야 한다.메모리 용량의 문제는 최근 반도체 기술에 의해 극복되어 졌으며 이제는 음원피치변경의 문제가 남아있다. 따라서 본 논문에서는 성도 포먼트의 특성은 변화시키지 않고, 음원피치를 변경시키는 문제에 대해 정리하였다. 먼저 기존의 제안된 몇가지 기법들의 장단점들을 열거한 다음에 우리 연구실에서 제안했던 방법들에 대해 논의하고자 한다.

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The Effect on Power Characteristics of Wind Turbine with Blade Shape and Pitch Angle (블레이드의 형태와 피치각이 풍력터빈의 출력에 미치는 영향)

  • Lee, Jong-Deok;Song, Min-Jong
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2008.04b
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    • pp.17-19
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    • 2008
  • 본 연구에서는 우리나라와 같은 낮은 풍속에서 사용 가능한 블레이드의 형태와 블레이드의 피치각이 풍력터빈의 효율에 미치는 영향을 확인하고자 블레이드를 2종류의 형태로 제작하여 블레이드의 피치각에 따른 출력특성을 측정 하였다. 풍력터빈의 효율은 블레이드의 형태와 피치각에 대해 출력이 크게 좌우되었으며, 낮은 풍속 상태에서는 공기의 힘을 받는 면적이 클수록 출력특성이 좋게 나타났다.

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Wavelet-based Pitch Detector for 2.4 kbps Harmonic-CELP Coder (2.4 kbps 하모닉-CELP 코더를 위한 웨이블렛 피치 검출기)

  • 방상운;이인성;권오주
    • The Journal of the Acoustical Society of Korea
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    • v.22 no.8
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    • pp.717-726
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    • 2003
  • This paper presents the methods that design the Wavelet-based pitch detector for 2,4 kbps Harmonic-CELP Coder, and that achieve the effective waveform interpolation by decision window shape of the transition region, Waveform interpolation coder operates by encoding one pitch-period-sized segment, a prototype segment, of speech for each frame, generate the smooth waveform interpolation between the prototype segments for voiced frame, But, harmonic synthesis of the prototype waveforms between previous frame and current frame occur not only waveform errors but also discontinuity at frame boundary on that case of pitch halving or doubling, In addtion, in transition region since waveform interpolation coder synthesizes the excitation waveform by using overlap-add with triangularity window, therefore, Harmonic-CELP fail to model the instantaneous increasing speech and synthesis waveform linearly increases, First of all, in order to detect the precise pitch period, we use the hybrid 1st pitch detector, and increse the precision by using 2nd ACF-pitch detector, Next, in order to modify excitation window, we detect the onset, offset of frame by GCI, As the result, pitch doubling is removed and pitch error rate is decreased 5.4% in comparison with ACF, and is decreased 2,66% in comparison with wavelet detector, MOS test improve 0.13 at transition region.

Effect of Coal Tar Pitch Viscosity on Impregnation for Manufacture of Carbon Blocks with High Density (고밀도화 탄소 블록 제조 시 콜타르계 피치의 점도가 함침에 미치는 영향)

  • Cho, Jong Hoon;Hwang, Hye In;Kim, Ji Hong;Lee, Young-Seak;Im, Ji Sun;Kang, Seok Chang
    • Applied Chemistry for Engineering
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    • v.32 no.5
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    • pp.569-573
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    • 2021
  • In this study, high-density carbon blocks were manufactured using coke, binder pitch, and impregnated pitch, then the effect of pitch fluidity on the densification of carbon blocks during the impregnation process was investigated. A green block was manufactured through high-pressure figuration of coke and binder pitch, and a carbon block was obtained through a heat treatment process. An impregnation process was performed to remove pores generated by volatilization of the binder pitch during the heat treatment process. The impregnation process was carried out the high-pressure reaction step of impregnating the pitch into the carbon block followed by the pretreatment step of melting the impregnation pitch. Melting of the impregnation pitch was carried out at 140~200 ℃, and the viscosity of the impregnation pitch decreased as the heat treatment temperature increased. The decrease in the viscosity of the impregnation pitch improved the fluidity and effectively impregnated the pores inside the carbon block, reducing the porosity of the carbon block by 83% and increasing the apparent density by 5%.

Automatic Recognition of Pitch Accent Using Distributed Time-Delay Recursive Neural Network (분산 시간지연 회귀신경망을 이용한 피치 악센트 자동 인식)

  • Kim Sung-Suk
    • The Journal of the Acoustical Society of Korea
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    • v.25 no.6
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    • pp.277-281
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    • 2006
  • This paper presents a method for the automatic recognition of pitch accents over syllables. The method that we propose is based on the time-delay recursive neural network (TDRNN). which is a neural network classifier with two different representation of dynamic context: the delayed input nodes allow the representation of an explicit trajectory F0(t) along time. while the recursive nodes provide long-term context information that reflects the characteristics of pitch accentuation in spoken English. We apply the TDRNN to pitch accent recognition in two forms: in the normal TDRNN. all of the prosodic features (pitch. energy, duration) are used as an entire set in a single TDRNN. while in the distributed TDRNN. the network consists of several TDRNNs each taking a single prosodic feature as the input. The final output of the distributed TDRNN is weighted sum of the output of individual TDRNN. We used the Boston Radio News Corpus (BRNC) for the experiments on the speaker-independent pitch accent recognition. π 1e experimental results show that the distributed TDRNN exhibits an average recognition accuracy of 83.64% over both pitch events and non-events.