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THE ELEPHANT WHISPERER
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《ChinAfrica》 2019年第8期64-64,共1页
The Elephant Whisperer By Lawrence Anthony & Graham Spence Thomas Dunne Books when South African conservationist Lawrence Anthony was asked to accept a herd of "rogue" wild elephants on his Thula Thula g... The Elephant Whisperer By Lawrence Anthony & Graham Spence Thomas Dunne Books when South African conservationist Lawrence Anthony was asked to accept a herd of "rogue" wild elephants on his Thula Thula game reserve in Zululand. 展开更多
关键词 THE ELEPHANT whisperer Lawrence Anthony Zululand
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基于Whisper模型的机载环境下的语音识别方法研究
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作者 詹可汉 朱建良 《中国电子科学研究院学报》 2025年第5期512-519,共8页
在现代航空领域,随着机载设备智能化与自动化需求的不断提升,语音识别技术已成为该领域的重要研究方向。然而,传统深度学习方法存在训练过程复杂、识别准确率易受噪声干扰等问题。为解决机载噪声环境下操作员语音识别准确度低的问题,文... 在现代航空领域,随着机载设备智能化与自动化需求的不断提升,语音识别技术已成为该领域的重要研究方向。然而,传统深度学习方法存在训练过程复杂、识别准确率易受噪声干扰等问题。为解决机载噪声环境下操作员语音识别准确度低的问题,文中提出了一种基于Whisper模型的鲁棒语音识别方法。首先,对Whisper模型的特征选取、词元表示及网络框架进行了系统性分析;其次,探讨了基于Transformers框架的Whisper模型微调实现方案,通过引入LoRA模块有效降低了微调成本,同时解决了模型语义失真问题;最后,通过仿真实验对比了不同参数规模的Whisper模型及其他深度学习模型在多级信噪比增强数据集上的性能表现。实验结果表明,Whisper模型在含噪语音识别任务中展现出显著优势,其鲁棒性不仅具有泛化能力,还与噪声的频谱特性密切相关。本研究为机载噪声环境下的语音识别提供了新的解决方案,具有重要的理论价值与应用前景。 展开更多
关键词 机载环境 鲁棒语音识别方法 Whisper模型微调 Transformers框架
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Optofluidic refractive index sensor with microtube-coupled suspended core fiber
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作者 WAN Jing HUIYongxiang +2 位作者 GAO Lizao ZHANG Wei WAN Hongdan 《Optoelectronics Letters》 2025年第10期589-594,共6页
Based on optofluidics and whispering gallery mode(WGM)theory,here an optofluidic refractive index sensor with microtube-coupled suspended core fiber(SCF)is proposed.It solves the issues of general sensors with microca... Based on optofluidics and whispering gallery mode(WGM)theory,here an optofluidic refractive index sensor with microtube-coupled suspended core fiber(SCF)is proposed.It solves the issues of general sensors with microcavity-coupled fiber taper such as too fragile,unstable performance due to open coupling,poor portability and repeatability,while overcoming the poor performance of low refractive index sensing in general full-package fiber sensors.The sensor only needs a very small amount of liquid sample(about 1.8 nL).The proposed sensor combines the excellent performance of full package,optofluidics and WGM resonator.The resonant characteristics and sensing performance of the sensor are analyzed and discussed by the theoretical simulation.The simulation results indicate that the sensor has a wide refractive index sensing range(1.330-1.700)and good performance.The resonance wavelength shift has a good linear relationship with the liquid refractive index variation.In the low refractive index region,the sensitivity is 222.5-247.5 nm/RIU,Q-factor is 1.03×10^(3) and the detection limit is 3.64×10^(-4) RIU.In the medium and high refractive index regions,the sensitivity is 564.4-846.2 nm/RIU,Q-factor is up to 8.62×10^(4),and the detection limit can be as low as 1.29×10^(-6) RIU.The sensor exhibits a high sensitivity,a high Q-factor and a very low detection limit. 展开更多
关键词 whispering gallery mode wgm theoryhere theoretical simulation whispering gallery mode microtube coupled suspended core fiber optofluidic refractive index sensor low refractive index sensing sensing performance refractive index sensing range
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Modeling and resolution analysis of microcylinder-assisted microscopy in reflection and transmission modes
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作者 Felix Rosenthal Tobias Pahl +4 位作者 Lucie Hüser Michael Diehl Tim Eckhardt Sebastian Hagemeier Peter Lehmann 《Advanced Photonics Nexus》 2025年第4期22-33,共12页
Microsphere and microcylinder-assisted microscopy(MAM)has grown steadily over the last decade and is still an intensively studied optical far-field imaging technique that promises to overcome the fundamental lateral r... Microsphere and microcylinder-assisted microscopy(MAM)has grown steadily over the last decade and is still an intensively studied optical far-field imaging technique that promises to overcome the fundamental lateral resolution limit of microscopy.However,the physical effects leading to resolution enhancement are still frequently debated.In addition,various configurations of MAM operating in transmission mode as well as reflection mode are examined,and the results are sometimes generalized.We present a rigorous simulation model of MAM and introduce a way to quantify the resolution enhancement.The lateral resolution is compared for microscope arrangements in reflection and transmission modes.Furthermore,we discuss different physical effects with respect to their contribution to resolution enhancement.The results indicate that the effects impacting the resolution in MAM strongly depend on the arrangement of the microscope and the measurement object.As a highlight,we outline that evanescent waves in combination with whispering gallery modes also improve the imaging capabilities,enabling super-resolution under certain circumstances.This result is contrary to the conclusions drawn from previous studies,where phase objects have been analyzed,and thus further emphasizes the complexity of the physical mechanisms underlying MAM. 展开更多
关键词 microsphere-assisted microscopy resolution enhancement resolution limit electromagnetic modeling SUPER-RESOLUTION whispering gallery mode
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Silver-coated whispering gallery mode resonator for bio-sensing applications
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作者 Huda Adnan ZAIN Sulaiman Wadi HARUN +2 位作者 Malathy BATUMALAY Hazli Rafis ARAHIM Retna APSARI 《Optoelectronics Letters》 2025年第12期711-715,共5页
This paper presents a biosensor utilizing a whispering gallery mode(WGM)resonator characterized by azimuthal symmetry and crescent-shaped coatings of silver.The study investigates the impact of the coupling gap on the... This paper presents a biosensor utilizing a whispering gallery mode(WGM)resonator characterized by azimuthal symmetry and crescent-shaped coatings of silver.The study investigates the impact of the coupling gap on the extinction ratio and Q-factor of the setup.The resonator is coated with silver in crescent shapes,ranging from 40 nm to 65 nm in thickness.Coupling is achieved with a silica waveguide,simulating the tapered fiber coupling method.Notably,the resonator exhibits a maximum sensitivity of 220 nm/RIU when coated with 55-nm-thick silver in conjunction with a 4-nm-thick layer of thiol-tethered deoxyribonucleic acid(DNA).This biosensor holds promise for biomolecule detection applications. 展开更多
关键词 extinction ratio whispering gallery mode BIOSENSOR q factor crescent shaped coatings silver coated silica waveguidesimulating tapered fiber coupling methodnotablythe
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X-ray microcomputed tomography of 3D chaotic microcavities
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作者 Ke Tian Mohammed Zia Jalaludeen +2 位作者 Yeon Ui Lee Shilong Li Síle Nic Chormaic 《Advanced Photonics Nexus》 2025年第6期56-63,共8页
Chaotic microcavities play a crucial role in several research areas,including the study of unidirectional microlasers,nonlinear optics,sensing,quantum chaos,and non-Hermitian physics.To date,most theoretical and exper... Chaotic microcavities play a crucial role in several research areas,including the study of unidirectional microlasers,nonlinear optics,sensing,quantum chaos,and non-Hermitian physics.To date,most theoretical and experimental explorations have focused on two-dimensional(2D)chaotic dielectric microcavities,but there have been minimal studies on three-dimensional(3D)ones because precise geometrical information of a 3D microcavity can be difficult to obtain.Here,we image 3D microcavities with submicron resolution using X-ray microcomputed tomography(μCT),enabling nondestructive imaging that preserves the sample for subsequent use.By analyzing the ray dynamics of a typical deformed microsphere,we demonstrate that a sufficient deformation along all three dimensions can lead to chaotic ray trajectories over extended time scales.Notably,using the X-rayμCT reconstruction results,the phase space chaotic ray dynamics of a deformed microsphere are accurately established.X-rayμCT could become a unique platform for the characterization of such deformed 3D microcavities by providing a precise means for determining the degree of deformation necessary for potential applications in ray chaos and quantum chaos. 展开更多
关键词 chaotic microcavity whispering gallery resonator X-ray microcomputed tomography ray dynamics
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生成式人工智能在课堂师生对话编码中的应用
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作者 叶鹏 肖吴 +2 位作者 何炬 杨萌 王曙 《中部高教研究》 2025年第2期73-80,共8页
为解决课堂师生对话分析中传统人工编码效率低的问题,探索生成式人工智能在课堂师生对话编码中的应用方法,以“启动—回应—评价”为编码框架,基于Whisper和GPT-4模型构建“转录—清洗—分类”的自动编码流程,利用真实课堂对话语料进行... 为解决课堂师生对话分析中传统人工编码效率低的问题,探索生成式人工智能在课堂师生对话编码中的应用方法,以“启动—回应—评价”为编码框架,基于Whisper和GPT-4模型构建“转录—清洗—分类”的自动编码流程,利用真实课堂对话语料进行实验验证。通过将生成式人工智能的自动编码结果与人工编码结果对比,一致性达到84.97%,表明其在课堂对话编码中具有良好的可靠性。同时,自动编码耗时仅为人工编码的十分之一,显著提升了编码效率。研究表明,生成式人工智能不仅能够有效模拟人工编码行为,还能极大优化编码速度,有利于满足教育研究和实践中的实际需求。 展开更多
关键词 生成式人工智能 课堂师生对话 编码 Whisper模型 GPT-4模型
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Whisper intelligibility enhancement based on noise robust feature and SVM 被引量:2
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作者 周健 赵力 +1 位作者 梁瑞宇 方贤勇 《Journal of Southeast University(English Edition)》 EI CAS 2012年第3期261-265,共5页
A machine learning based speech enhancement method is proposed to improve the intelligibility of whispered speech. A binary mask estimated by a two-class support vector machine (SVM) classifier is used to synthesize... A machine learning based speech enhancement method is proposed to improve the intelligibility of whispered speech. A binary mask estimated by a two-class support vector machine (SVM) classifier is used to synthesize the enhanced whisper. A novel noise robust feature called Gammatone feature cosine coefficients (GFCCs) extracted by an auditory periphery model is derived and used for the binary mask estimation. The intelligibility performance of the proposed method is evaluated and compared with the traditional speech enhancement methods. Objective and subjective evaluation results indicate that the proposed method can effectively improve the intelligibility of whispered speech which is contaminated by noise. Compared with the power subtract algorithm and the log-MMSE algorithm, both of which do not improve the intelligibility in lower signal-to-noise ratio (SNR) environments, the proposed method has good performance in improving the intelligibility of noisy whisper. Additionally, the intelligibility of the enhanced whispered speech using the proposed method also outperforms that of the corresponding unprocessed noisy whispered speech. 展开更多
关键词 whispered speech intelligibility enhancement noise robust feature machine learning
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Intelligibility evaluation of enhanced whisper in joint time-frequency domain 被引量:1
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作者 周健 魏昕 +1 位作者 梁瑞宇 赵力 《Journal of Southeast University(English Edition)》 EI CAS 2014年第3期261-266,共6页
Some factors influencing the intelligibility of the enhanced whisper in the joint time-frequency domain are evaluated. Specifically, both the spectrum density and different regions of the enhanced spectrum are analyze... Some factors influencing the intelligibility of the enhanced whisper in the joint time-frequency domain are evaluated. Specifically, both the spectrum density and different regions of the enhanced spectrum are analyzed. Experimental results show that for a spectrum of some density, the joint time-frequency gain-modification based speech enhancement algorithm achieves significant improvement in intelligibility. Additionally, the spectrum region where the estimated spectrum is smaller than the clean spectrum, is the most important region contributing to intelligibility improvement for the enhanced whisper. The spectrum region where the estimated spectrum is larger than twice the size of the clean spectrum is detrimental to speech intelligibility perception within the whisper context. 展开更多
关键词 whispered speech enhancement intelligibilityevaluation real-valued discrete Gabor transform joint time-frequency analysis
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Dimensional emotion recognition in whispered speech signal based on cognitive performance evaluation
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作者 吴晨健 黄程韦 陈虹 《Journal of Southeast University(English Edition)》 EI CAS 2015年第3期311-319,共9页
The cognitive performance-based dimensional emotion recognition in whispered speech is studied.First,the whispered speech emotion databases and data collection methods are compared, and the character of emotion expres... The cognitive performance-based dimensional emotion recognition in whispered speech is studied.First,the whispered speech emotion databases and data collection methods are compared, and the character of emotion expression in whispered speech is studied,especially the basic types of emotions.Secondly,the emotion features for whispered speech is analyzed,and by reviewing the latest references,the related valence features and the arousal features are provided. The effectiveness of valence and arousal features in whispered speech emotion classification is studied.Finally,the Gaussian mixture model is studied and applied to whispered speech emotion recognition. The cognitive performance is also considered in emotion recognition so that the recognition errors of whispered speech emotion can be corrected.Based on the cognitive scores,the emotion recognition results can be improved.The results show that the formant features are not significantly related to arousal dimension,while the short-term energy features are related to the emotion changes in arousal dimension.Using the cognitive scores,the recognition results can be improved. 展开更多
关键词 whispered speech emotion recognition emotion dimensional space
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广播网络的最佳源点集
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作者 谢政 刘树立 《应用数学与计算数学学报》 2000年第2期57-63,共7页
广播是研究通信网络的某个成员的消息如何尽快地传递给所有其它成员的消息传递问题.有两类常见的通信模式,一类是shouting模式,即在一个单位时间内,一个顶点能够和它的所有邻点通信;另一类是whispering模式,即... 广播是研究通信网络的某个成员的消息如何尽快地传递给所有其它成员的消息传递问题.有两类常见的通信模式,一类是shouting模式,即在一个单位时间内,一个顶点能够和它的所有邻点通信;另一类是whispering模式,即在一个单位时间以内,一个顶点最多只能和它的一个邻点通信.通信网络通常用图来描述.最初贮存消息的网络成员称为源点. 本文提出了最佳源点集的新概念,解决了在shouting通信模式下如何选择两个或更多的网络成员作为源点,以使网络的广播时间最短的问题,并且进一步讨论了它与多选址问题的联系及推广应用. 展开更多
关键词 广播网络 最佳源点集 消息传递 shouting模式 whispering模式
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应用于微波无线能量传输系统的发射波束技术 被引量:1
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作者 卢萍 黄卡玛 +2 位作者 范银玲 刘志伟 侯静 《太赫兹科学与电子信息学报》 2023年第4期498-506,共9页
概述了微波无线能量传输系统的研究现状及其基本原理,从可提高波束能量的一些特殊口径场以及先进的天线技术角度,分别按Whisper波束、超增益天线、平顶波束、聚焦天线技术、非衍射天线进行介绍。最后对微波能量传输系统中发射技术的未... 概述了微波无线能量传输系统的研究现状及其基本原理,从可提高波束能量的一些特殊口径场以及先进的天线技术角度,分别按Whisper波束、超增益天线、平顶波束、聚焦天线技术、非衍射天线进行介绍。最后对微波能量传输系统中发射技术的未来发展趋势进行了展望。 展开更多
关键词 微波无线能量传输系统 Whisper波束 超增益天线 平顶波束 聚焦天线技术 非衍射天线
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基于Chinese Whispers的人脸动态聚类 被引量:4
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作者 张陈欢 史燕中 《计算机技术与发展》 2019年第11期92-96,共5页
针对Chinese Whispers算法对于小规模数据聚类随机性大,对于大规模数据聚类速度缓慢的问题,提出了一种改进的Chinese Whispers算法用于人脸的动态聚类。新增了一个阈值P,用Chinese Whispers算法对数据规模为P的数据进行聚类时,既可以保... 针对Chinese Whispers算法对于小规模数据聚类随机性大,对于大规模数据聚类速度缓慢的问题,提出了一种改进的Chinese Whispers算法用于人脸的动态聚类。新增了一个阈值P,用Chinese Whispers算法对数据规模为P的数据进行聚类时,既可以保证聚类结果的稳定性,又可以保证聚类算法的高效性;利用代表点而不是所有点完成聚类更新,能够有效减少对增量数据聚类时的数据量,从而达到提升聚类速度的目的。采用CNN+ArcFace Loss方法提取人脸特征,采用余弦距离作为相似性度量的方式,采用类中心作为代表点来描述类别信息,采用增量聚类的算法架构实现对于大规模数据的人脸动态聚类,并完成在LFW、VGGFace2和CASIA-Webface三个公开人脸数据集的测试。实验结果表明,基于Chinese Whispers人脸动态聚类算法可有效提高聚类的时间效率,时间复杂性由原来的O(n 2)变为O(n p)。 展开更多
关键词 CHINESE Whispers 动态聚类 人脸聚类 代表点 数据挖掘
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Improving resolution of superlens based on solid immersion mechanism 被引量:2
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作者 郝占磊 周杨阳 +2 位作者 吴贝 刘益能 陈焕阳 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第6期21-26,共6页
Super-resolution imaging with superlens has been one of the fundamental research topics. Unfortunately, the resolution of superlens is inevitably restrained by material loss. To address the problem, we introduce the s... Super-resolution imaging with superlens has been one of the fundamental research topics. Unfortunately, the resolution of superlens is inevitably restrained by material loss. To address the problem, we introduce the solid immersion mechanism into the slab superlens and the cylindrical superlens. The proposed solid immersion slab superlens(SISSL) and the solid immersion cylindrical superlens(SICSL) can improve the resolution by converting evanescent wave to propagating wave using high refractive index materials. From the perspective of applications, the cylindrical superlens with finite cross section and the ability of magnification or demagnification has more advantages than the slab superlens. Therefore,we focus on demonstrating analytically the super-resolution imaging of SICSL. Due to the impedance mismatching caused by solid immersion mechanism, the whispering gallery modes(WGMs) are excited between SICSL and the air interface.We clarify the excitation conditions of WGMs and analyze their influence on the imaging quality of SICSL. The SISSL and SICSL may pave a way to apply in lithography technique and real-time biomolecular imaging in future. 展开更多
关键词 super-resolution imaging material loss solid immersion cylindrical superlens whispering gallery modes
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Deep‐learning powered whispering gallery mode sensor based on multiplexed imaging at fixed frequency 被引量:2
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作者 Anton V.Saetchnikov Elina A.Tcherniavskaia +1 位作者 Vladimir A.Saetchnikov Andreas Ostendorf 《Opto-Electronic Advances》 SCIE 2020年第11期1-9,共9页
During the last decades the whispering gallery mode based sensors have become a prominent solution for label-free sensing of various physical and chemical parameters.At the same time,the widespread utilization of the ... During the last decades the whispering gallery mode based sensors have become a prominent solution for label-free sensing of various physical and chemical parameters.At the same time,the widespread utilization of the approach is hindered by the restricted applicability of the known configurations for ambient variations quantification outside the laboratory conditions and their low affordability,where necessity on the spectrally-resolved data collection is among the main limiting factors.In this paper we demonstrate the first realization of an affordable whispering gallery mode sensor powered by deep learning and multi-resonator imaging at a fixed frequency.It has been shown that the approach enables refractive index unit(RIU)prediction with an absolute error at 3×10^(-6) level for dynamic range of the RIU variations from 0 to 2×10^(-3) with temporal resolution of several milliseconds and instrument-driven detection limit of 3×10−5.High sensing accuracy together with instrumental affordability and production simplicity places the reported detector among the most cost-effective realizations of the whispering gallery mode approach.The proposed solution is expected to have a great impact on the shift of the whole sensing paradigm away from the model-based and to the flexible self-learning solutions. 展开更多
关键词 optical microresonator SENSING machine learning whispering gallery mode MULTIPLEXING
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基于视频资源与WoBERT-AT-BiLSTM-CRF的命名实体识别方法 被引量:1
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作者 刘洋 唐海 +1 位作者 朱梦涵 徐洪胜 《智能计算机与应用》 2024年第10期63-69,共7页
针对教育领域命名实体识别数据集的缺乏,提出利用视频资源构建相应的学科数据集。传统的语音识别模型存在词错率高、难以处理长时序列等情况,提出使用端到端的语音识别模型Whisper。对于实体识别存在误差积累、实体多样性等问题,提出一... 针对教育领域命名实体识别数据集的缺乏,提出利用视频资源构建相应的学科数据集。传统的语音识别模型存在词错率高、难以处理长时序列等情况,提出使用端到端的语音识别模型Whisper。对于实体识别存在误差积累、实体多样性等问题,提出一种以词为单位的WoBERT-AT-BiLSTM-CRF命名实体识别方法。数据集通过WoBERT预训练模型学习到拥有上下文语义信息的词向量,加入对抗训练生成对抗样本提高模型鲁棒性,再通过BiLSTM获得全面的文本表示,最后使用CRF利用序列标注之间的相关性来进一步优化命名实体识别结果。实验表明,WoBERT-AT-BiLSTM-CRF模型识别结果优于其他对比模型,该模型准确率、召回率、F1值分别为94.21%、94.39%、94.30%,说明该方法的可行性,并为教育领域构建命名实体提供了一种新的方案。 展开更多
关键词 命名实体识别 Whisper WoBERT 对抗训练 双向长短期记忆网络 条件随机场
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Raman lasing and other nonlinear effects based on ultrahigh-Q CaF_(2)optical resonator 被引量:1
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作者 Tong Xing Enbo Xing +6 位作者 Tao Jia Jianglong Li Jiamin Rong Yanru Zhou Wenyao Liu Jun Tang Jun Liu 《Chinese Physics B》 SCIE EI CAS CSCD 2022年第10期423-428,共6页
The calcium fluoride(CaF_(2))whispering gallery mode crystalline resonator is an excellent platform for nonlinear optical applications because of the decreasing in threshold caused by ultrahigh quality(Q)factor.In thi... The calcium fluoride(CaF_(2))whispering gallery mode crystalline resonator is an excellent platform for nonlinear optical applications because of the decreasing in threshold caused by ultrahigh quality(Q)factor.In this paper,we achieved the observation of Raman lasing,first-order Raman comb,and second-order Raman lasing in a CaF_(2)disk resonator with a diameter of 4.96 mm and an ultrahigh-Q of 8.43×10^(8)at 1550-nm wavelength.We also observed thermal effects in CaF_(2)disk resonator,and the threshold of thermo-optical oscillation is approximately coincident with Raman lasing,since the intracavity power increases rapidly when the power reaches the threshold,and higher input pump power results in longer thermal drift and higher Raman emission power.With a further increase in pump power,the optical frequency combs range is from 1520 nm to 1650 nm,with a wavelength interval of 4×FSR.It is a promising candidate for optical communication,biological environment monitoring,spectral analysis,and microwave signal sources. 展开更多
关键词 whispering gallery mode crystalline resonator Raman lasing nonlinear effects thermo-optical oscillation optical frequency combs
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Sensitivity and specificity of hearing tests for screening hearing loss in older adults 被引量:1
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作者 Hsin-Chen Ting Yung-Yao Huang 《Journal of Otology》 CSCD 2023年第1期1-6,共6页
Objectives: The study aimed to determine the most appropriate hearing screening test to identify disabling hearing loss for adults aged 65 years or older.Methods: This study included 577 older adults. Four hearing scr... Objectives: The study aimed to determine the most appropriate hearing screening test to identify disabling hearing loss for adults aged 65 years or older.Methods: This study included 577 older adults. Four hearing screening tests were considered in the study, including the Hearing Handicap Inventory for Elderly Screening(HHIE-s), three single question tests, the whisper test, and the finger rub test. The sensitivity and specificity of these tests referenced to the hearing threshold of disabling hearing loss were estimated.Results: Among all tests, only the single self-perception question(0.7064 for sensitivity;0.7225 for specificity) and whisper test(0.7833 for sensitivity;0.7708 for specificity) could obtain both sensitivity and specificity higher than 70% for adults aged ≥65 years.Conclusion: Overall, we suggest using the whisper test to identify disabling hearing loss(>40 dB HL at the better ear) for adults aged 65 years or older. However, if the conditions do not permit, the single selfperception question is also acceptable. Moreover, HHIE-s might not be a good test to detect disabling hearing loss for adults aged 80 years or older. 展开更多
关键词 Sensitivity and specificity Hearing screening QUESTIONNAIRE Whisper test Finger rub test
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Temperature sensing property of microdisk resonator 被引量:1
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作者 LIU Chun-juan MU Zhou +1 位作者 WU Xiao-suo ZHENG Li-jun 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2020年第3期285-289,共5页
The transmission equation of microdisk resonator is obtained by the transfer matrix method.The physical model is built and the electric field distribution,output spectrum and phase of the microdisk resonator are simul... The transmission equation of microdisk resonator is obtained by the transfer matrix method.The physical model is built and the electric field distribution,output spectrum and phase of the microdisk resonator are simulated by three-dimensional finite element software.The influence of the structural parameters on transmission characteristics and the temperature sensing property of the microdisk resonator are studied deeply.The results show that the output spectrum will change significantly with the distance between the microdisk and the straight waveguide within a certain range but there is no apparent change in the phase of the output port.The extinction ratio and maxima sensitivity of the device will reach 30 dB and 45 pm/℃,respectively.Microdisk has higher integration,higher quality factor and wider free spectral range compared with common microring resonator. 展开更多
关键词 MICRODISK whispering gallery mode transfer matrix method temperature sensing
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基于人脸卡口数据的行人共现关系图谱构建
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作者 屈诗琪 刘宇宁 范冰冰 《计算机系统应用》 2022年第6期347-353,共7页
随着人脸识别技术的不断进步以及人脸卡口的大范围且密集的部署,本文针对团伙犯罪案件侦察这一应用场景,对人脸卡口数据进行深入挖掘,探究其中行人间的共现关系,获取所关注的嫌疑人的现实社交网络,锁定团伙其余人员.经过实验比对和论证... 随着人脸识别技术的不断进步以及人脸卡口的大范围且密集的部署,本文针对团伙犯罪案件侦察这一应用场景,对人脸卡口数据进行深入挖掘,探究其中行人间的共现关系,获取所关注的嫌疑人的现实社交网络,锁定团伙其余人员.经过实验比对和论证,本文使用Chinese Whispers聚类算法对行人节点进行识别,通过Faiss加速邻接边的构建,加速图的初始化步骤,解决其聚类效率低下的问题.在此基础上,使用共现频次和Apriori算法中的置信度挖掘行人间的共现关系,构建行人共现关系图谱. 展开更多
关键词 人脸聚类 Chinese Whispers 共现 置信度 图谱
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