• Title/Summary/Keyword: tempo

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A New Tempo Feature Extraction Based on Modulation Spectrum Analysis for Music Information Retrieval Tasks

  • Kim, Hyoung-Gook
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.6 no.2
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    • pp.95-106
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    • 2007
  • This paper proposes an effective tempo feature extraction method for music information retrieval. The tempo information is modeled by the narrow-band temporal modulation components, which are decomposed into a modulation spectrum via joint frequency analysis. In implementation, the tempo feature is directly extracted from the modified discrete cosine transform coefficients, which is the output of partial MP3(MPEG 1 Layer 3) decoder. Then, different features are extracted from the amplitudes of modulation spectrum and applied to different music information retrieval tasks. The logarithmic scale modulation frequency coefficients are employed in automatic music emotion classification and music genre classification. The classification precision in both systems is improved significantly. The bit vectors derived from adaptive modulation spectrum is used in audio fingerprinting task That is proved to be able to achieve high robustness in this application. The experimental results in these tasks validate the effectiveness of the proposed tempo feature.

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Density Functional Theory (DFT) Study of Gas-phase O.C Bond Dissociation Energy of Models for o-TEMPO-Bz-C(O)-Peptide: A Model Study for Free Radical Initiated Peptide Sequencing

  • Kwon, Gyemin;Kwon, Hyuksu;Lee, Jihye;Han, Sang Yun;Moon, Bongjin;Oh, Han Bin;Sung, Bong June
    • Bulletin of the Korean Chemical Society
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    • v.35 no.3
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    • pp.770-774
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    • 2014
  • The bond dissociation energy (BDE) of the chemical bond between the carbon and oxygen atoms of a simple TEMPO-derivative is calculated by employing the density functional theory, the $2^{nd}$ order M${\phi}$ller-Plesset (MP2) perturbation theory, and complete basis set (CBS) methods. We find that BDE of the positive ion of the TEMPO-derivative is larger at least by 7 kcal/mol than that of the negative ion, which implies that the dissociation reaction rate of the positive ion should be slower than that of the negative ion. Such theoretical predictions are contrary to the results of our previous experiments (Anal. Chem. 2013, 85, 7044), in which the larger energy was required for negative o-TEMPO-Bz-C(O)-peptides to undergo the dissociation reactions than for the positive ones. By comparing our theoretical results to those of the experiments, we conclude that the dissociation reaction of o-TEMPO-Bz-C(O)-peptide should occur in a complicated fashion with a charge, either positive or negative, probably being located on the amino acid residues of the peptide.

Automatic Music Transcription Considering Time-Varying Tempo (가변 템포를 고려한 자동 음악 채보)

  • Ju, Youngho;Babukaji, Baniya;Lee, Joonwhan
    • The Journal of the Korea Contents Association
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    • v.12 no.11
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    • pp.9-19
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    • 2012
  • Time-varying tempo of a song is one of the error sources for the identification of a note duration in automatic music recognition. This paper proposes an improved music transcription scheme equipped with the identification of note duration considering the time-varying tempo. In the proposed scheme the measures are found at first and the tempo, the playing time of each measure, is then estimated. The tempo is then used for resizing each IOI(Inter Onset Interval) length and considered to identify the accurate note duration, which increases the degree of correspondence to the music piece. In the experiment the proposed scheme found the accurate measure position for 14 monophonic children songs out of 16 ones recorded by men and women. Also, it achieved about 89.4% and 84.8% of the degree of matching to the original music piece for identification of note duration and pitch, respectively.

Reduction of Mitochondrial Derived Superoxide by Mito-TEMPO Improves Porcine Oocyte Maturation In Vitro (Mito-TEMPO에 의한 미토콘드리아 유래 초과산화물의 감소가 돼지 난모세포 성숙에 미치는 영향)

  • Yang, Seul-Gi;Park, Hyo-Jin;Lee, Sang-Min;Kim, Jin-Woo;Kim, Min-Ji;Kim, In-Su;Jegal, Ho-Geun;Koo, Deog-Bon
    • Journal of Animal Reproduction and Biotechnology
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    • v.34 no.1
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    • pp.10-19
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    • 2019
  • Morphology of cumulus-oocyte-complexes (COCs) at germinal vesicle (GV) stage as one of the evaluation criteria for oocyte maturation quality after in vitro maturation (IVM) plays important roles on the meiotic maturation, fertilization and early embryonic development in pigs. When cumulus cells of COCs are insufficient, which is induced the low oocyte maturation rate by the increasing of reactive oxygen species (ROS) in porcine oocyte during IVM. The ROS are known to generate including superoxide and hydrogen peroxide from electron transport system of mitochondria during oocyte maturation in pigs. To regulate the ROS production, the cumulus cells is secreted the various antioxidant enzymes during IVM of porcine oocyte. Our previous study showed that Mito-TEMPO, superoxide specific scavenger, improves the embryonic developmental competence and blastocyst formation rate by regulating of mitochondria functions in pigs. However, the effects of Mito-TEMPO as a superoxide scavenger to help the anti-oxidant functions from cumulus cells of COCs on meiotic maturation during porcine oocyte IVM has not been reported. Here, we categorized experimental groups into two groups (Grade 1: G1; high cumulus cells and Grade 2: G2; low cumulus cells) by using hemocytometer. The meiotic maturation rate from G2 was significantly (p < 0.05) decreased (G1: $79.9{\pm}3.8%$ vs G2: $57.5{\pm}4.6%$) compared to G1. To investigate the production of mitochondria derived superoxide, we used the mitochondrial superoxide dye, Mito-SOX. Red fluorescence of Mito-SOX detected superoxide was significantly (p < 0.05) increased in COCs of G2 compared with G1. And, we examined expression levels of genes associated with mitochondrial antioxidant such as SOD1, SOD2 and PRDX3 using a RT-PCR in porcine COCs at 44 h of IVM. The mRNA levels of three antioxidant enzymes expression in COCs from G2 were significantly (p < 0.05) lower than COCs of G1. In addition, we investigated the anti-oxidative effects of Mito-TEMPO on meiotic maturation of porcine oocyte from G1 and G2. Meiotic maturation and mRNA levels of antioxidant enzymes were significantly (p < 0.05) recovered in G2 by Mito-TEMPO ($0.1{\mu}M$, MT) treatment (G2: $68.4{\pm}3.2%$ vs G2 + MT: $73.9{\pm}1.4%$). Therefore, our results suggest that reduction of mitochondria derived superoxide by Mito-TEMPO may improves the meiotic maturation in IVM of porcine oocyte.

Effects of Mitochondria-targeted Antioxidant MitoTEMPO on the Kinetic Characteristics of Frozen-Thawed Boar Sperm (동결-융해 정자의 운동학적 특성에 대한 MitoTEMPO의 영향)

  • Cho, Eun Seok;Kim, Jeong A;Jeong, Yong Dae;Choi, Yo Han;Hong, Jun Ki;Kim, Young Sin;Chung, Hak Jae;Baek, Sun Young;Sa, Soo Jin
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.3
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    • pp.199-205
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    • 2020
  • Cryopreservation of semen is useful for animal breeding via artificial insemination (AI). However, the use of frozen-thawed boar semen is limited due to cryodamage. The aim of this study was to investigate the effects of different concentrations of MitoTEMPO (a mitochondria-targeted antioxidant) in lactose-egg yolk (LEY) extenders on kinetic characteristics of frozen-thawed boar sperms. Semen samples were collected from mature Duroc boars (2~3 years old) and cryopreserved in LEY extenders containing 0, 0.5, 5, 50, and 500 μM MitoTEMPO. The kinetic characteristics of frozen-thawed sperms were determined 0 and 30 min after thawing using computer-assisted sperm analysis (CASA). Results indicated that sperm motility immediately after thawing was significantly higher with 5 and 50 μM (50.46±2.71% and 46.96±2.66%, respectively) than with 500 μM MitoTEMPO (35.40±2.95%) (P<0.05). However, there were no significant differences in other kinetic characteristics except motility. In conclusion, the addition of MitoTEMPO to the sperm freezing extender may have a beneficial effect on motility of post-thawed boar semen.

Effects of the Trunk Stabilization Exercise Combine in the Musical Tempo on Lumbar Lordosis Angle, Muscle Activity and pain (음악 템포와 병행한 몸통안정화운동이 척주앞기울임각, 근활성도 및 통증에 미치는 영향)

  • Lee, Dongjin;Lee, Yeonseop
    • Journal of The Korean Society of Integrative Medicine
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    • v.6 no.1
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    • pp.83-89
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    • 2018
  • Purpose : The purpose of this study was to examine the effects of the trunk stabilization exercise in the musical tempo on lumbar lordosis angle, muscle activity and pain. Methods : For the 30 people with lumbar lordosis angle legion and back pain, a random selection was made with MLSE (15) and LSE (15) to measure VAS, lumbar lordosis angle and Muscle Activity. Result : There were significant decreases in intra group comparisons to lumbar lordosis angle were seen in MLSE and LSE groups, and significant decreases in inter group comparisons in MLSE groups. significant decreases in intra group comparisons to VAS were seen in MLSE and LSE groups, and significant decreases in inter group comparisons in MLSE groups. Significant intra-group comparison of muscle activity, MLSE groups increases were rectus obdominis(right/left) and erector spinae muscle(right/left), LSE groups increases were erector spinae muscle(right/left), and significant increases in inter group comparisons rectus obdominis(right) and erector spinae muscle(left) in MLSE groups Conclusion : Based on the above findings, a program to restore the lumbar lordosis angle, and increase muscle strength should be developed at by applying the combine existing trunk stabilization physical therapy technique and musical tempo.

The Design of Chorus DSP Chip Using Psychoacoustic Model and SOLA Algorithm (심리음향모델과 SOLA 알고리즘을 이용한 코러스 칩 설계)

  • 김태훈;박주성
    • The Journal of the Acoustical Society of Korea
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    • v.19 no.3
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    • pp.11-19
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    • 2000
  • This research deals with the implementation procedures of a chorus processing DSP for karaoke system. It is necessary to compress the chorus data to store as many choruses as we can. We apply MPEG-1 audio algorithm to compress the chorus data. And the chorus system must be accompanied with the karaoke that can change the key and the tempo. So the chorus DSP must be able to change the key and tempo of the chorus data. We apply SOLA (Synchronized Overlap and Add) to do it. We designed the chorus DSP that can compress the chorus, change the key and tempo. And we verified the chorus DSP logic using FPGA. The used FPGA are two FLEX10K100s made by ALTERA. Finally we make the ASIC chip of chorus DSP and verify its operation.

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Multi-channel EEG classification method according to music tempo stimuli using 3D convolutional bidirectional gated recurrent neural network (3차원 합성곱 양방향 게이트 순환 신경망을 이용한 음악 템포 자극에 따른 다채널 뇌파 분류 방식)

  • Kim, Min-Soo;Lee, Gi Yong;Kim, Hyoung-Gook
    • The Journal of the Acoustical Society of Korea
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    • v.40 no.3
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    • pp.228-233
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    • 2021
  • In this paper, we propose a method to extract and classify features of multi-channel ElectroEncephalo Graphy (EEG) that change according to various musical tempo stimuli. In the proposed method, a 3D convolutional bidirectional gated recurrent neural network extracts spatio-temporal and long time-dependent features from the 3D EEG input representation transformed through the preprocessing. The experimental results show that the proposed tempo stimuli classification method is superior to the existing method and the possibility of constructing a music-based brain-computer interface.