• Title/Summary/Keyword: residual spectrum

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A study on combination of loss functions for effective mask-based speech enhancement in noisy environments (잡음 환경에 효과적인 마스크 기반 음성 향상을 위한 손실함수 조합에 관한 연구)

  • Jung, Jaehee;Kim, Wooil
    • The Journal of the Acoustical Society of Korea
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    • v.40 no.3
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    • pp.234-240
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    • 2021
  • In this paper, the mask-based speech enhancement is improved for effective speech recognition in noise environments. In the mask-based speech enhancement, enhanced spectrum is obtained by multiplying the noisy speech spectrum by the mask. The VoiceFilter (VF) model is used as the mask estimation, and the Spectrogram Inpainting (SI) technique is used to remove residual noise of enhanced spectrum. In this paper, we propose a combined loss to further improve speech enhancement. In order to effectively remove the residual noise in the speech, the positive part of the Triplet loss is used with the component loss. For the experiment TIMIT database is re-constructed using NOISEX92 noise and background music samples with various Signal to Noise Ratio (SNR) conditions. Source to Distortion Ratio (SDR), Perceptual Evaluation of Speech Quality (PESQ), and Short-Time Objective Intelligibility (STOI) are used as the metrics of performance evaluation. When the VF was trained with the mean squared error and the SI model was trained with the combined loss, SDR, PESQ, and STOI were improved by 0.5, 0.06, and 0.002 respectively compared to the system trained only with the mean squared error.

Study on analytical method of residual benzimidazole anthelmintics in meat by LC/MS (LC/MS를 이용한 식육중 잔류 벤지미다졸계 구충제 분석법 연구)

  • Choi Eun-Young;Seo Heyng-Seok;Baek Kui-Jeong;Hur Boo-Hong;Seo Lee-Won;Joung Dong-Suk
    • Korean Journal of Veterinary Service
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    • v.28 no.1
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    • pp.81-89
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    • 2005
  • Recently, mass spectrometry coupled with liquid chromatography (LC/MS) has been a preferred technique for determination of organic compounds in complex matrixes. LC/MS provides a high degree sensitivity and specificity of the compounds of interest. The purpose of this study was to confirm analytical method of residual 6 benzimidazoles (thiabendazole, oxfendazole, mebendazole, albendazole, flubendazole and fenbendazole) in meat by LC/MS. Benzimidazoles were analyzed by LC/MS on XTerra $C_{18}$ column with 0.01% trifluoroacetic acid-acetonitrile (TFA) in a gradient mode as mobile phase, and that were identified by electrospray ionization with selected ion recording mode at 150-350 amu mass range. Residual benzimidazoles were extracted from tissue with ethylacetate, and elute benzimidazoles with $50\%$ acetonitrile. In the LC/MS analysis of benzimidazoles, signal to noise ratio was showed relatively high in the positive mode and special ion in the quality analysis was determined via $[M+H]^+$ and Fragment ions. A spectrum of benzimidazoles was showed from all 6 benzimidazoles

Analysis of Residual Oxytetracycline in Abalone, Haliotis discus hannai (Following OTC Treatment) (전복에 Oxytetracycline의 처리에 따른 잔류성 분석)

  • Kim, Na-Young;Jo, Hee-Sung;Han, Ji-Do;Park, Min-Woo;Kim, Jin-Woo;Kim, Hyun-Jeong;Jee, Bo-Young;Won, Kyoung-Mi
    • Journal of Fisheries and Marine Sciences Education
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    • v.27 no.1
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    • pp.13-17
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    • 2015
  • Oxytetracycline (OTC) has been widely used in aquaculture field as a therapeutic and prophylactic agent because of its broad-spectrum activity against gram-positive and negative bacteria. Residual oxytetracycline (OTC) was studied after spray treatment of cultured abalone, Haliotis discus hannai. Muscle concentration of OTC was determined after spray treatment ( 4,000, 7,000, 10,000 ppm) in the abalone. Muscle samples were taken at 0, 1, 3, 7, 14, 21 30, 60, 90, 120, 150, 180, 210, 240, 270, 300, 330 and 360 day post-dose. OTC analyses were carried out by high performance liquid chromatography (HPLC). In 4000, 7000 and 1000 ppm treatment for small size abalones, OTC levels at 1 day post-dose, have been dramatically decreased by 8.34, 3.35 and 4.47 ug/g, respectively. For medium size abalones, concentration were measured as 7.58, 15.62 and 7.8 ug/g, respectively. Those of large size abalones also were observed as 11.31, 12.38 and 15.28 ug/g, respectively, at 1 day post-dose. No significant differences in residual OTC depletion in muscles were observed between the size of abalones. More than 0.2 mg/kg of OTC was detected in muscle tissues and the residues were found over 60 days after treatment. It is expected that these results would contribute to improve recommended withdrawl periods of OTC for a safer seafood supply.

SSD(Simultaneous Single Band Duplex) System Using RF Cancellation and Digital Cancellation (RF Cancellation과 Digital Cancellation을 사용한 SSD(Simultaneous Single Band Duplex) 시스템)

  • An, Changyoung;Ryu, Heung-Gyoon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.39A no.2
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    • pp.100-108
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    • 2014
  • In this paper, we design SSD(simultaneous single band duplex) system using RF(radio frequency) cancellation and digital cancellation. we analyze characteristic of residual self-interference after RF Cancellation signal when error of phase shifter occur in RF cancellation. When phase shifter error of $0^{\circ}$, $0.5^{\circ}$, $1^{\circ}$ and $2^{\circ}$ occur in RF cancellation, residual self-interference signal power after RF cancellation is bigger than desired signal power of distant station. So, it is impossible to receive transmit data of distant station. but we confirm that it is possible to receive transmit data of distant station by digital cancellation with frame structure. Also, in digital cancellation with frame structure, if residual self-interference signal after RF cancellation is too large then LMS algorithm requires more time to estimate self-interference channel. That is, performance degradation occurs because self-interference channel estimation has not completed in estimation frame.

Spectroscopic Analysis of Partially Folded State of Ubiquitin (유비퀴틴 단백질의 부분적으로 폴딩된 구조에 대한 분광학적 분석)

  • Park, Soon-Ho
    • Applied Biological Chemistry
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    • v.46 no.4
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    • pp.305-310
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    • 2003
  • Hydrophobic core variant of ubiquitin appeared to have partially folded structure at pH around 2. The intrinsic tryptophan fluorescence emission maximum of this ubiquitin variant at pH 2 showed slight blue shift compare to that of unfolded state, suggesting that some residual tertiary structures remain in this solvent condition. At the same solvent condition, this ubiquitin variant binds with hydrophobic dye, 8-anilinonaphthalene-1-sulfonic acid(AMS), which is known to bind to exposed hydrophobic surface. Furthermore, far-UV circular dichroic spectrum of this ubiquitin variant in the diminished pH was remarkably different from the far-UV CD spectrum of the native state or unfolded state. Based on the molar ellipticity at 220 nm, this ubiquitin variant at pH 2 appeared to have significant amount of secondary structures. All these observations suggest that this ubiquitin variant in the diminished solvent pH has loosely folded hydrophobic core with some secondary structures, which are key features of molten globule conformation. Since molten globule has long been considered as a protein folding intermediate, it is considered that this hydrophobic core variant ubiquitin will serve as a valuable model to study protein folding process.

Noise Reduction Using the Standard Deviation of the Time-Frequency Bin and Modified Gain Function for Speech Enhancement in Stationary and Nonstationary Noisy Environments

  • Lee, Soo-Jeong;Kim, Soon-Hyob
    • The Journal of the Acoustical Society of Korea
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    • v.26 no.3E
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    • pp.87-96
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    • 2007
  • In this paper we propose a new noise reduction algorithm for stationary and nonstationary noisy environments. Our algorithm classifies the speech and noise signal contributions in time-frequency bins, and is not based on a spectral algorithm or a minimum statistics approach. It relies on calculating the ratio of the standard deviation of the noisy power spectrum in time-frequency bins to its normalized time-frequency average. We show that good quality can be achieved for enhancement speech signal by choosing appropriate values for ${\delta}_t\;and\;{\delta}_f$. The proposed method greatly reduces the noise while providing enhanced speech with lower residual noise and somewhat higher mean opinion score (MOS), background intrusiveness (BAK) and signal distortion (SIG) scores than conventional methods.

Noise Spectrum Estimation Using Line Spectral Frequencies for Robust Speech Recognition

  • Jang, Gil-Jin;Park, Jeong-Sik;Kim, Sang-Hun
    • The Journal of the Acoustical Society of Korea
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    • v.31 no.3
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    • pp.179-187
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    • 2012
  • This paper presents a novel method for estimating reliable noise spectral magnitude for acoustic background noise suppression where only a single microphone recording is available. The proposed method finds noise estimates from spectral magnitudes measured at line spectral frequencies (LSFs), under the observation that adjacent LSFs are near the peak frequencies and isolated LSFs are close to the relatively flattened valleys of LPC spectra. The parameters used in the proposed method are LPC coefficients, their corresponding LSFs, and the gain of LPC residual signals, so it suits well to LPC-based speech coders.

Finite Element Analysis of Harmonics Generation by Nonlinear Inclusion

  • Yang, Seung-Yong;Kim, No-Hyu
    • Journal of the Korean Society for Nondestructive Testing
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    • v.30 no.6
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    • pp.564-568
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    • 2010
  • When ultrasound propagates to a crack, transmitted and reflected waves are generated. These waves have useful information for the detection of the crack lying in a structure. When a crack is under residual stress, crack surfaces will contact each other and a closed crack is formed. For closed cracks, the fundamental component of the reflected and transmitted waves will be weak, and as such it is not easy to detect them. In this case, higher harmonic components will be useful. In this paper, nonlinear characteristic of a closed crack is modeled by a continuum material having a tensile-compressive unsymmetry, and the amplitude of the second harmonic wave was obtained by spectrum analysis. Variation of the second harmonic component depending on the nonlinearity of the inclusion was investigated. Two-dimensional plane strain model is considered, and finite element software ABAQUS/Explicit is used.

Photo reflectance Measurement in Si$_{3}$N$_{4}$/ Al$_{0.21}$Ga$_{0.79}$ As/GaAs Heterostructure

  • Yu Jae-In;Park Hun-Bo;Choi Sang-Su;Kim Ki-Hong;Baet In-Ho
    • KIEE International Transactions on Electrophysics and Applications
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    • v.5C no.2
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    • pp.54-57
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    • 2005
  • Photoreflectance (PR) has been measured to investigate the characterization of the Si$_{3}$N$_{4}$Al$_{0.21}$ Ga$_{0.79}$As/GaAs and Al$_{0.21}$Ga$_{0.79}$As/GaAs heterostructures. In the PR spectrum, the caplayer thickness was 170 nm and Si$_{3}$N$_{4}$ was utilized as the capping material. The C peak is confirmed as the carbon defect with residual impurity originating from the growth process. After annealing, in the presence of the Si$_{2}$N$_{4}$ cap layer, band gap energy was low shifted. This result indicates that the Si$_{3}$N$_{4}$ cap layer controlled evaporation of the As atom.

Physical Studies of Burnable Absorbers in Hexagonal Fuel Assembly

  • Kim, Taek-Kyum;Kim, Young-Jin;Chang, Moon-Hee
    • Proceedings of the Korean Nuclear Society Conference
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    • 1996.11a
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    • pp.15-20
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    • 1996
  • We present the result of physical studies for three integral-type burnable absorbers of gadolinia, erbia and IFBA, in the hexagonal fuel assembly. The analysis of nuclear characteristics for gadolinia and IFBA cases shows that the spectrum hardening of hexagonal fuel assembly compared to rectangular one leads to smaller reactivity hold-down worth(RHW) and less change of MTC in the negative direction per insertion of one burnable absorber rod. Erbia case, on the other hand, exhibits reversed trend in RHW and MTC due to the enhanced absorption of large resonance of Erbium at 0.5 eV It turns out to be that Erbia performs best in terms of minimizing the peak pin power and maintaining as more negative MTC as practically attainable during the entire operational phase, and IFBA provides the least residual reactivity penalty at EOC. Therefore, we take Erbium as the suitable burnable absorber and provide optimal designs of 60, 120, 180, 240 and 300 erbia-shimmed hexagonal fuel assemblies with regard to minimizing the peak pin power.

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