Vocal Effort Detection Based on Spectral Information Entropy Feature and Model Fusion

( Hao Chao ),( Bao-yun Lu ),( Yong-li Liu ),( Hui-lai Zhi ) 한국정보처리학회 2018 Journal of information processing systems Vol.14 No.1

Vocal effort detection is important for both robust speech recognition and speaker recognition. In this paper, the spectral information entropy feature which contains more salient information regarding the vocal effort level is firstly proposed. Then, the model fusion method based on complementary model is presented to recognize vocal effort level. Experiments are conducted on isolated words test set, and the results show the spectral information entropy has the best performance among the three kinds of features. Meanwhile, the recognition accuracy of all vocal effort levels reaches 81.6%. Thus, potential of the proposed method is demonstrated.

Vocal Effort Detection Based on Spectral Information Entropy Feature and Model Fusion

Chao, Hao,Lu, Bao-Yun,Liu, Yong-Li,Zhi, Hui-Lai Korea Information Processing Society 2018 Journal of information processing systems Vol.14 No.1

Vocal effort detection is important for both robust speech recognition and speaker recognition. In this paper, the spectral information entropy feature which contains more salient information regarding the vocal effort level is firstly proposed. Then, the model fusion method based on complementary model is presented to recognize vocal effort level. Experiments are conducted on isolated words test set, and the results show the spectral information entropy has the best performance among the three kinds of features. Meanwhile, the recognition accuracy of all vocal effort levels reaches 81.6%. Thus, potential of the proposed method is demonstrated.

Predictive Significance of Claudin-3 for Epithelial Barrier Dysfunction in Chronic Rhinosinusitis With Nasal Polyps

Huang Zhi-Qun,Ye Jing,Liu Jing,Sun Li-Ying,Ong Hsiao Hui,Wei Yong-Hao,Fu Shu-Cai,Hu Xiao-Xun,Xu Yu,Wang De-Yun 대한천식알레르기학회 2023 Allergy, Asthma & Immunology Research Vol.15 No.4

Purpose: The abnormal expression of tight junction (TJ) plays a vital role in the pathogenesis of chronic rhinosinusitis with nasal polyps (CRSwNP). However, there is no appropriate tool to distinguish and diagnose epithelial barrier defects in clinical practice. This study aimed to evaluate the predictive value of claudin-3 for epithelial barrier dysfunction in CRSwNP. Methods: In this study, TJ protein levels were evaluated by real-time quantitative polymerase chain reaction, immunofluorescent, and immunohistochemistry staining in control subjects and CRSwNP patients. The receiver operating characteristic (ROC) curve was created to assess the predictive value of TJ breakdown in clinical outcomes. In vitro, human nasal epithelial cells were cultured at the air-liquid interface to analyze the transepithelial electrical resistance (TER) level. Results: The expression levels of occludin, tricellulin, claudin-3, and claudin-10 were decreased (all P < 0.05), and those of claudin-1 was increased (P < 0.05) in CRSwNP patients as compared to healthy subjects. Additionally, claudin-3 and occludin levels were negatively correlated with the computed tomography score in CRSwNP (all P < 0.05), and the ROC curve indicated that the claudin-3 level had the most predictive accuracy in evaluating epithelial barrier disruption (area under the curve = 0.791, P < 0.001). Finally, the time-series analysis showed the highest correlation coefficient between TER and claudin-3 (cross-correlation function = 0.75). Conclusion: In this study, we suggest that claudin-3 could be a valuable biomarker for predicting nasal epithelial barrier defects and disease severity in CRSwNP.

Hollow Silicon Oxide Sphere Coated with Cuprous Oxide and Polyaniline as an Anode for High-Performance Lithium-Ion Batteries

Meiqiang Fan,Yong Jin Zou,Hao Yin,Yan Li Huang,Chengqiao Xi,Haixin Kang,Chao Li,Jingjing Zhang,Chunju Lv,Meiqiang Fan,Zhi Chen 성균관대학교(자연과학캠퍼스) 성균나노과학기술원 2019 NANO Vol.14 No.3

A hollow silicon oxide coated with cuprous oxide and polyaniline (hSiOx/Cu2O/PANI) was prepared via Stober method, magnesium reduction and chemical oxidative polymerization. The hSiOx/Cu2O/PANI (SiOx 62 wt.%, PANI 33 wt.%, Cu2O 5 wt.%) presented charge/discharge capacities of up to 2000 mAhg -1 after 60 cycles at 0.2 Ag -1 current density and higher than 880 mAhg -1 at 8 Ag -1 current density. Microstructural analysis demonstrated that the improvement was due to the nanostructure of hollow SiOx sphere coated with Cu2O and PANI, which could release high stress caused by volume expansion during the lithiation/delithiation process and had little damage to electrode materials. Cycle voltammetry (CV) and electrochemical impedance spectroscopy (EIS) results further confirmed that Cu2O and PANI dual-coating improved reversibility and conductivity of hSiOx and prevented it to drop from the electrode surface.

DNA methylation comparison between 4-day-old queen and worker larvae of honey bee

Yuanyuan Shi,Hao Liu,Ya Feng Qiu,Zhi Yong Ma,Zhijiang Zeng 한국응용곤충학회 2017 Journal of Asia-Pacific Entomology Vol.20 No.1

The honey bee is a social insect that is famous for queen-worker differentiation. Numerous studies indicate that queen larvae (QL) and worker larvae (WL) have different expressed genes and proteins. DNA methylation has been found to play an important role in regulating gene expression. To further explore the roles of the methylated genes in queen-worker differentiation, we analyzed DNA methylome profiles of 4-day-old QL and WL (Apis mellifera). The results demonstrated that therewere 7.2 gigabases of sequence data fromsix methylated DNA immunoprecipitation libraries, and provided a genome-wide DNA methylation map as well as a gene expression map for 4-day-old QL andWL. The genome coverage of every samplewas 4.79. According to CpG representation, all promoters in the A. mellifera genome were classified into high CpG promoters, intermediate CpG promoters and low CpG promoters. The methylated cytosines of larvae were enriched in introns, followed by coding sequence regions, 2 K downstream of genes, 5′ untranslated regions (UTRs), 2 K upstream of genes, and 3′ UTRs. Compared with 4-day-oldWL, a number of genes in QL were down-methylated that were involved in biological regulation, immune system and metabolic regulation. In addition, these DMGs were involved in many signal pathways of caste differentiation such as Mitogen-activated protein kinase (MAPK), Notch, Insulin andWnt signaling pathways.

Vibration Rapid Analysis and Comparison of Motor Support in Container Crane’s Machine Room with Single Degree of Freedom and Finite Element Method Based on Visual Basic

Lu Kai-liang,Ye Hao,Qiu Hui-qing,Zhang Wei-guo,Hao Zhi-yong,Liu Yuan 보안공학연구지원센터(IJGDC) 2013 International Journal of Grid and Distributed Comp Vol.6 No.4

PD-L1 inhibits acute and chronic pain by suppressing nociceptive neuron activity via PD-1

Chen, Gang,Kim, Yong Ho,Li, Hui,Luo, Hao,Liu, Da-Lu,Zhang, Zhi-Jun,Lay, Mark,Chang, Wonseok,Zhang, Yu-Qiu,Ji, Ru-Rong NATURE AMERICA 2017 NATURE NEUROSCIENCE Vol.20 No.7

<P>Programmed cell death ligand-1 (PD-L1) is typically produced by cancer cells and suppresses immunity through the receptor PD-1 expressed on T cells. However, the role of PD-L1 and PD-1 in regulating pain and neuronal function is unclear. Here we report that both melanoma and normal neural tissues including dorsal root ganglion (DRG) produce PD-L1 that can potently inhibit acute and chronic pain. Intraplantar injection of PD-L1 evoked analgesia in naive mice via PD-1, whereas PD-L1 neutralization or PD-1 blockade induced mechanical allodynia. Mice lacking Pd1 (Pdcd1) exhibited thermal and mechanical hypersensitivity. PD-1 activation in DRG nociceptive neurons by PD-L1 induced phosphorylation of the tyrosine phosphatase SHP-1, inhibited sodium channels and caused hyperpolarization through activation of TREK2 K+ channels. PD-L1 also potently suppressed nociceptive neuron excitability in human DRGs. Notably, blocking PD-L1 or PD-1 elicited spontaneous pain and allodynia in melanoma-bearing mice. Our findings identify a previously unrecognized role of PD-L1 as an endogenous pain inhibitor and a neuromodulator.</P>

Wide-Tunable Mid Infrared Intra-cavity Optical Parametric Oscillator Based on Multi-period MgO:PPLN

Xiao-Chan Wang,Yu-Heng Wang,Hao Zheng,Hong-Zhi Liu,Yong-Ji Yu,Zi-Jian Wang 한국광학회 2021 Current Optics and Photonics Vol.5 No.1

This paper reports a tunable diode-pumped folded intracavity Q-switched singly resonant optical parametric oscillator based on multi-period MgO:PPLN. A wide tuning mid-infrared parametric lightfrom 2.78 μm to 4.17 μm was obtained in real time by changing the poled periods and temperatures. The maximum output power of 1.89 W at 3.2 μm, 1.53 W at 3.5 μm, 0.87 W at 3.8 μm and 0.486 W at 4.1 μm were achieved. The highest optical-optical conversion efficiency was 7.89%. During experiments, a range tunable output of 2.78–4.17 μm in the mid-infrared range was achieved.

Magnetic Resonance Venography Findings of Obstructed Hepatic Veins and the Inferior Vena Cava in Patients with Budd-Chiari Syndrome

Ru-Xin Song,Shi-Feng Cai,Shuang Ma,Zhi-Ling Liu,Yong-Hao Gai,Chun-Qing Zhang,Guang-Chuan Wang 대한영상의학회 2018 Korean Journal of Radiology Vol.19 No.3

Objective: This study aimed to illustrate the magnetic resonance venography (MRV) manifestations of obstructed hepatic veins (HVs), the inferior vena cava (IVC), and accessory hepatic veins (AHVs) in patients with Budd-Chiari syndrome (BCS) and to evaluate the visualization capacity of MRV in the diagnosis of BCS. Materials and Methods: Fifty-two patients with chronic BCS were included in this study. All patients were examined via MRV performed with a 3T system following injections of gadolinium-diethylene triamine pentaacetic acid (Gd-DTPA) or Gdethoxibenzyl-DTPA. HV and IVC lesions were classified, and their characteristics were described. HV cord-like occlusions detected via MRV were compared using ultrasonography (US). Digital subtraction angiography (DSA) was performed as a contrast in the MRV detection of IVC lesions. The HVs draining collaterals, mainly AHVs, were carefully observed. HV lesions were classified as segmental stenosis, segmental occlusion, membranous stenosis, membranous occlusion, cord-like occlusion, or non-visualized. Except for patent IVCs, IVC lesions were classified as segmental occlusion, segmental stenosis, membranous occlusion, membranous stenosis, and hepatomegaly-induced stenosis. Results: All patients (52/52, 100%) showed HV lesions of different degrees. MRV was inferior to US in detecting cord-like occlusions (6 vs. 19, χ2 = 11.077, p < 0.001). Dilated AHVs, including 50 (50/52, 96.2%) caudate lobe veins and 37 (37/52, 71.2%) inferior HV and AHV lesions, were well-detected. There were no significant differences in detecting segmental lesions and thrombosis between MRV and DSA (χ2 = 0.000, p1 = 1.000, p2 = 1.000). The capacity of MRV to detect membranous lesions was inferior to that of DSA (7 vs. 15, χ2 = 6.125, p = 0.013). Conclusion: In patients with BCS, MRV can clearly display the lesions in HVs and the IVC, as well as in AHVs, and it has diagnostic and therapeutic value.

ATM Signaling Pathway Is Implicated in the SMYD3-mediated Proliferation and Migration of Gastric Cancer Cells

Wang, Lei,Wang, Qiu-Tong,Liu, Yu-Peng,Dong, Qing-Qing,Hu, Hai-Jie,Miao, Zhi,Li, Shuang,Liu, Yong,Zhou, Hao,Zhang, Tong-Cun,Ma, Wen-Jian,Luo, Xue-Gang The Korean Gastric Cancer Association 2017 Journal of gastric cancer Vol.17 No.4

Purpose: We previously found that the histone methyltransferase suppressor of variegation, enhancer of zeste, trithorax and myeloid-nervy-deformed epidermal autoregulatory factor-1 domain-containing protein 3 (SMYD3) is a potential independent predictive factor or prognostic factor for overall survival in gastric cancer patients, but its roles seem to differ from those in other cancers. Therefore, in this study, the detailed functions of SMYD3 in cell proliferation and migration in gastric cancer were examined. Materials and Methods: SMYD3 was overexpressed or suppressed by transfection with an expression plasmid or siRNA, and a wound healing migration assay and Transwell assay were performed to detect the migration and invasion ability of gastric cancer cells. Additionally, an MTT assay and clonogenic assay were performed to evaluate cell proliferation, and a cell cycle analysis was performed by propidium iodide staining. Furthermore, the expression of genes implicated in the ataxia telangiectasia mutated (ATM) pathway and proteins involved in cell cycle regulation were detected by polymerase chain reaction and western blot analyses. Results: Compared with control cells, gastric cancer cells transfected with si-SMYD3 showed lower migration and invasion abilities (P<0.05), and the absence of SMYD3 halted cells in G2/M phase and activated the ATM pathway. Furthermore, the opposite patterns were observed when SMYD3 was elevated in normal gastric cells. Conclusions: To the best of our knowledge, this study provides the first evidence that the absence of SMYD3 could inhibit the migration, invasion, and proliferation of gastric cancer cells and halt cells in G2/M phase via the ATM-CHK2/p53-Cdc25C pathway. These findings indicated that SMYD3 plays crucial roles in the proliferation, migration, and invasion of gastric cancer cells and may be a useful therapeutic target in human gastric carcinomas.