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Commentary on "Association of daily sitting time and leisure-time physical activity with body fat among U.S.adults"
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作者 Barbara E.Ainsworth 《Journal of Sport and Health Science》 SCIE CAS CSCD 2024年第2期127-129,共3页
In their study,association of daily sitting time and leisure-time physical activity (LTPA) with body fat among U.S.Adults,Liao et al.^(1) analyzed data from the 2011-2018 National Health and Examination Survey to exam... In their study,association of daily sitting time and leisure-time physical activity (LTPA) with body fat among U.S.Adults,Liao et al.^(1) analyzed data from the 2011-2018 National Health and Examination Survey to examine associations between h/day sitting,meeting (or not meeting) the U.S.Physical Activity Guidelines of≥150 min/week of moderate-and vigorous-intensity LTPA,and combinations of sitting time and LTPA on totaland trunk percent body fat (BF%). 展开更多
关键词 u.s. ADULT AMONG
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The Reception Commemorating the 45th Anniversary of China-U.S.Diplomatic Ties Held in Beijing
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《International Understanding》 2024年第1期40-40,共1页
On January 5,the Chinese People's Association for Friendship with Foreign Countries and the Chinese People's Institute of Foreign Affairs jointly hosted a reception commemorating the 45th anniversary of the es... On January 5,the Chinese People's Association for Friendship with Foreign Countries and the Chinese People's Institute of Foreign Affairs jointly hosted a reception commemorating the 45th anniversary of the establishment of diplomatic relationship between China and the United States in Beijing.Member of the Political Bureau of the CPC Central Committee and Foreign Minister Wang Yi attended the commemoration and delivered aspeech.David Meale,ChargédAffaires at the U.S.Embassy in China,addressed the reception.He extended on behalf of the U.S.side congratulations on the anniversary,expressing the readiness of the U.S.to implement the consensus reached by the two heads of state and promote the steady development of U.S.-China relations.More than 350 people from all walks of life of both countries attended the reception. 展开更多
关键词 jointly u.s. behalf
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FREE SPEECH OR SINOPHOBIA? THE U.S. SENATE MUST DECIDE
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作者 Anthony Moretti 《China Report ASEAN》 2024年第4期63-64,共2页
The 100 men and women who make up the U.S.Senate will soon have an important choice.They will either affirm that the First Amendment matters or they will surrender to fear.The senators must decide whether to go along ... The 100 men and women who make up the U.S.Senate will soon have an important choice.They will either affirm that the First Amendment matters or they will surrender to fear.The senators must decide whether to go along with their colleagues in the House of Representatives and require the popular social media app TikTok to be sold to an American company.If they do endorse the House vote,then ByteDance must divest itself of TikTok or see the app will be banned on U.S.-based social media platforms. 展开更多
关键词 u.s. RENDER SOON
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Cross-Cultural Adjustment and Coping:U.S.Students in Taiwan Residents Higher Education
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作者 Wen-Ling Lou 《Sino-US English Teaching》 2024年第1期26-42,共17页
The aim of this study was to investigate the adjustment problems of students from the United States enrolled in universities in the East,specifically in Taiwan,their problems related to cultural adaptation,and the pro... The aim of this study was to investigate the adjustment problems of students from the United States enrolled in universities in the East,specifically in Taiwan,their problems related to cultural adaptation,and the process of adjustment to student life in Taiwan.Under investigation were cultural adjustment and coping skills as these students transitioned from West to East.Qualitative data were collected from interviews with participants and faculty members as well as participant observations.Results indicated that U.S.students found their own ways to acclimate to their new academic setting as well as to social relations,cross-cultural issues,and the linguistic environment in Taiwan to achieve effective adaptation.They made changes in themselves to cope with all situations they encountered.This study provides suggestions for international students abroad in Taiwan,for the Taiwan Residents government,and for universities or colleges in terms of what they should offer to current and future international students. 展开更多
关键词 adjustment cultural adjustment cross-cultural adaptation COPING u.s.students
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The Influence of Christian Nationalism on U.S.Foreign Policy
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作者 PU Jingxin 《International Relations and Diplomacy》 2024年第5期191-195,共5页
This paper explores the influence of Christian nationalism on U.S.foreign policy,examining its historical roots,ideological foundations,and contemporary implications.Christian nationalism,an ideology that links Christ... This paper explores the influence of Christian nationalism on U.S.foreign policy,examining its historical roots,ideological foundations,and contemporary implications.Christian nationalism,an ideology that links Christianity with national identity,has shaped U.S.foreign policy in areas such as religious freedom,Middle East diplomacy,and national security.Through its emphasis on the moral duty to defend Christianity and its promotion of conservative social values,Christian nationalism has affected U.S.relations with countries around the world,particularly in the Middle East and with religious minorities.The paper discusses the complexities and controversies surrounding Christian nationalism,its impact on the U.S.’s global image,and the challenges it poses to religious pluralism.The future of Christian nationalism’s influence on U.S.foreign policy is uncertain,as societal shifts and evolving global dynamics may prompt a reevaluation of its role in shaping America’s international actions.Overall,the paper provides a nuanced analysis of how Christian nationalism has intertwined with U.S.foreign policy and how its influence might evolve in the future. 展开更多
关键词 Christian nationalism u.s.foreign policy religious freedom Middle East diplomacy American exceptionalism
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Digital Disparities:How Artificial Intelligence Can Facilitate Anti-Black Racism in the U.S.Healthcare Sector
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作者 Anthony Victor Onwuegbuzia 《International Relations and Diplomacy》 2024年第1期40-50,共11页
This paper delves into the intricate interplay between artificial intelligence(AI)systems and the perpetuation of Anti-Black racism within the United States medical industry.Despite the promising potential of AI to en... This paper delves into the intricate interplay between artificial intelligence(AI)systems and the perpetuation of Anti-Black racism within the United States medical industry.Despite the promising potential of AI to enhance healthcare outcomes and reduce disparities,there is a growing concern that these technologies may inadvertently/advertently exacerbate existing racial inequalities.Focusing specifically on the experiences of Black patients,this research investigates how the following AI components:medical algorithms,machine learning,and natural learning processes are contributing to the unequal distribution of medical resources,diagnosis,and health care treatment of those classified as Black.Furthermore,this review employs a multidisciplinary approach,combining insights from computer science,medical ethics,and social justice theory to analyze the mechanisms through which AI systems may encode and reinforce racial biases.By dissecting the three primary components of AI,this paper aims to present a clear understanding of how these technologies work,how they intersect,and how they may inherently perpetuate harmful stereotypes resulting in negligent outcomes for Black patients.Furthermore,this paper explores the ethical implications of deploying AI in healthcare settings and calls for increased transparency,accountability,and diversity in the development and implementation of these technologies.Finally,it is important that I prefer the following paper with a clear and concise definition of what I refer to as Anti-Black racism throughout the text.Therefore,I assert the following:Anti-Black racism refers to prejudice,discrimination,or antagonism directed against individuals or communities of African descent based on their race.It involves the belief in the inherent superiority of one race over another and the systemic and institutional practices that perpetuate inequality and disadvantage for Black people.Furthermore,I proclaim that this form of racism can be manifested in various ways,such as unequal access to opportunities,resources,education,employment,and fair treatment within social,economic,and political systems.It is also pertinent to acknowledge that Anti-Black racism is deeply rooted in historical and societal structures throughout the U.S.borders and beyond,leading to systemic disadvantages and disparities that impact the well-being and life chances of Black individuals and communities.Addressing Anti-Black racism involves recognizing and challenging both individual attitudes and systemic structures that contribute to discrimination and inequality.Efforts to combat Anti-Black racism include promoting awareness,education,advocacy for policy changes,and fostering a culture of inclusivity and equality. 展开更多
关键词 Bias in algorithms Racial disparities in u.s.healthcare Discriminatory healthcare practices Black patient outcomes Automated decision-making and racism Machine Learning Natural language processing
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Decoupling U.S.Economy from China Doomed to Fail
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作者 HE WEIWEN 《China Today》 2023年第6期44-45,共2页
The global supply chain is based on the global distribution of materials,technology,capital,labor,and markets and thus cannot be altered by political motives.KEEPING a sound and stable global supply chain will benefit... The global supply chain is based on the global distribution of materials,technology,capital,labor,and markets and thus cannot be altered by political motives.KEEPING a sound and stable global supply chain will benefit not only China and America,but also the world at large.Janet Yellen,U.S.secretary of treasury,has realized the devastating consequences of decoupling U.S.economy from Chinese economy when she spoke at John Hopkins Institute on April 20,2023.Yellen said,“The United States will assert ourselves when our vital interests are at stake.But we do not seek to decouple our economy from China’s.A full separation of our economies would be disastrous for both countries.It would be destabilizing for the rest of the world.” 展开更多
关键词 u.s. consequences ECONOMY
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Opportunities and Challenges for China-U.S.LNG Trade
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作者 Hou Mingyang He Jianyu 《China Oil & Gas》 CAS 2023年第6期36-40,共5页
Since the 1960s,the global natural gas industry has developed rapidly,and natural gas has become a fossil fuel that can balance supply stability,economic efficiency of consumption,clean and low-carbon features at the ... Since the 1960s,the global natural gas industry has developed rapidly,and natural gas has become a fossil fuel that can balance supply stability,economic efficiency of consumption,clean and low-carbon features at the current stage.However,there is a regional imbalance in the global demand for natural gas,and the continuous rise in geopolitical risks negatively affects the stability of the natural gas market.In recent years,LNG export capacity in the U.S.has continued to grow,and the potential for China-U.S.LNG trade in the future is enormous.From the perspective of development opportunities,strengthening LNG trade cooperation with the U.S.is conducive to the diversification of natural gas import sources for China.From the perspective of challenges,China-U.S.LNG trade cooperation also involves potential risks in terms of economy and channels. 展开更多
关键词 u.s. continued strengthening
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Will China-U.S.Relations Stabilize After the San Francisco Summit?--Mutually beneficial cooperation or antagonism and confrontation?That is the question
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作者 Li Shimeng 《China Report ASEAN》 2023年第12期32-34,共3页
At 1:35 p.m.local time on November 15,a four-hour summit between Chinese President Xi Jinping and U.S.President Joe Biden concluded at Filoli Estate in San Francisco.At a press briefing after the meeting,Wang Yi,membe... At 1:35 p.m.local time on November 15,a four-hour summit between Chinese President Xi Jinping and U.S.President Joe Biden concluded at Filoli Estate in San Francisco.At a press briefing after the meeting,Wang Yi,member of the Political Bureau of the CPC Central Committee and Minister of Foreign Affairs,said that“the two presidents had a very good,comprehensive,and in-depth meeting.” 展开更多
关键词 u.s. PING SUMMIT
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Quiet Lingering of The U.S.Debt Crisis
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作者 Cao Jing 《China Report ASEAN》 2023年第7期48-49,共2页
On June 3,U.S.President Joe Biden signed a debt ceiling bill,the“Fiscal Responsibility Act of 2023,”two days before the nation’s debt default deadline,temporarily averting a calamitous default on its debt.With the ... On June 3,U.S.President Joe Biden signed a debt ceiling bill,the“Fiscal Responsibility Act of 2023,”two days before the nation’s debt default deadline,temporarily averting a calamitous default on its debt.With the bill,the nation’s debt limit is officially suspended through January 1,2025. 展开更多
关键词 DEFAULT u.s. LIMIT
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Counteraction to China?Impact of the U.S.International Development Finance Corporation on China’s Development Finance
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作者 ZHOU Yiwen NIU Xinyi +1 位作者 NI Xintong XU Yue 《International Relations and Diplomacy》 2023年第4期161-170,共10页
The United States passed the Better Utilization of Investment Leading to Development(BUILD Act),as a counterweight to China’s overseas development activities.Under the Act,the US established a new federal agency,the ... The United States passed the Better Utilization of Investment Leading to Development(BUILD Act),as a counterweight to China’s overseas development activities.Under the Act,the US established a new federal agency,the U.S.International Development Finance Corporation(DFC),to enhance U.S.development financing capabilities.To better understand the impact of the DFC on China’s development finance,this article analyzes the DFC’s purpose,functions,structure,and funding.Then it focuses on the purpose of establishing the DFC,providing a preliminary analysis of the potential motivation for its establishment.It also compares the China Development Bank(CDB)and the DFC based on their focused sectors.Finally,through an in-depth analysis of financial frictions in China-U.S.relations,this article argues that the DFC competes with China’s overseas development financing activities in the context of broader strategic competition between China and the U.S. 展开更多
关键词 u.s.International Development Finance Corporation China Development Bank China’s development finance the Belt and Road Initiative(BRI) u.s.-China relations
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滇东南薄竹山花岗岩年代学、地球化学特征及地质意义
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作者 黄建国 任涛 +2 位作者 刘红卫 罗光明 管申进 《矿物岩石地球化学通报》 CAS CSCD 北大核心 2024年第3期621-635,共15页
滇东南薄竹山地区W-Sn-Pb-Zn多金属矿床与该区大型复式花岗岩体有密切的成因联系。为了探讨该花岗岩体的侵位时代、岩石成因及形成背景,对薄竹山花岗岩开展了岩石地球化学、锆石U-Pb定年及Hf同位素测试。结果表明,该花岗岩可划分为两期... 滇东南薄竹山地区W-Sn-Pb-Zn多金属矿床与该区大型复式花岗岩体有密切的成因联系。为了探讨该花岗岩体的侵位时代、岩石成因及形成背景,对薄竹山花岗岩开展了岩石地球化学、锆石U-Pb定年及Hf同位素测试。结果表明,该花岗岩可划分为两期,其中晚期花岗岩LA-ICP-MS锆石U-Pb年龄为(87.08±0.55)~(87.29±0.69)Ma。两期花岗岩均具高的SiO_(2)(63.37%~72.07%)、K_(2)O(4.96%~6.19%),贫Fe、Mg的特征,A/CNK值为1.03~2.42,轻重稀土元素分异明显(LREE/HREE=14.0~26.5),Eu明显负异常(δEu=0.38~0.62),富含大离子亲石元素Rb、Th、U及稀土元素La、Ce、Nd,亏损Ba、Ta、Nb、Sr、Y和Yb,ε_(Hf)(t)值为−9.31~−5.14,具有高钾钙碱性过铝质S型花岗岩的地球化学和同位素特征;Hf同位素二阶段模式年龄(t_(DM2))为1476~1737 Ma,说明岩浆可能来源于早中元古代下地壳部分熔融。综合研究认为,薄竹山花岗岩是白垩纪伸展背景下软流圈地幔上涌导致的早中元古代下地壳物质部分熔融所形成。 展开更多
关键词 锆石U-PB定年 地球化学 S型花岗岩 薄竹山 滇东南
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教育硕士产教融合“U-G-S&E”育人模式探析
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作者 赵兴碧 章光洁 董红梅 《西南林业大学学报(社会科学)》 2024年第4期104-109,共6页
产教融合是教育与产业的深度合作,我国产教融合的政策经历了从职业教育到普通教育的发展。产教融合符合教育硕士人才培养的逻辑,“U-G-S&E”育人模式以高校为主导,政府提供政策引导和资金支持,中小学和企业协同参与教育硕士的培养... 产教融合是教育与产业的深度合作,我国产教融合的政策经历了从职业教育到普通教育的发展。产教融合符合教育硕士人才培养的逻辑,“U-G-S&E”育人模式以高校为主导,政府提供政策引导和资金支持,中小学和企业协同参与教育硕士的培养。通过实践探索发现,“U-G-S&E”模式可以更好地激发学生提升职业能力的动力,助力学生职业生涯规划和就业,提升以赛赋能的效果,帮助高校校内导师、中小学和企业的校外导师加深对教育链、人才链与产业链、创新链有机衔接的理解,助力孵化本地企业参与遴选国家产教融合型企业,推动本地企业更好的融入国家现代教育体系建设。 展开更多
关键词 教育硕士 产教融合 U-G-S&E 职业能力
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U-G-S模式下现代大学附属学校建设的路径思考
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作者 郭长江 《现代基础教育研究》 2024年第3期23-26,共4页
U-G-S(大学-政府-学校)三方联动是上海师范大学近年来建设现代大学附属学校的主要模式,上海师范大学、各区政府与中小学校高效协同合作,发挥各方优势,主动服务上海市政府建设“五个新城”的城市战略,办老百姓家门口的好学校。大学附属... U-G-S(大学-政府-学校)三方联动是上海师范大学近年来建设现代大学附属学校的主要模式,上海师范大学、各区政府与中小学校高效协同合作,发挥各方优势,主动服务上海市政府建设“五个新城”的城市战略,办老百姓家门口的好学校。大学附属学校分为挂牌学校和新建学校两种类型,研究从内在机制、实践路径和建设成效三个方面对两类学校的变革发展进行深度剖析,以期为大学附属学校建设提供宝贵经验。 展开更多
关键词 U-G-S模式 建设路径 大学附属学校
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U-G-S协同推进创新人才早期培养的国际经验与启示
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作者 陆超 金辉召 黄雪君 《教育参考》 2024年第6期43-52,84,共11页
本文选取美国、澳大利亚、新加坡等创新人才机制相对成熟的国家,探究其创新人才多主体早期培育项目经验,分析、归纳得出主要培养路径有四:首先,“丰富和加速”是主要培养手段,以高阶课程助力超前学习、以缩短学制促进加速学习、以暑期... 本文选取美国、澳大利亚、新加坡等创新人才机制相对成熟的国家,探究其创新人才多主体早期培育项目经验,分析、归纳得出主要培养路径有四:首先,“丰富和加速”是主要培养手段,以高阶课程助力超前学习、以缩短学制促进加速学习、以暑期项目丰富课程学习;其次,以信息技术搭建资优教育平台,扩展资源网络渠道,推进创新人才培养的机会均等;再次,注重教育体系衔接,以大中小衔接体系为创新人才接续培养枢纽,确保培养质量;最后,以分类培养理念创新人才和技术创新人才为目标,建立针对性培养体系。据此,本文提出改进我国创新人才早期培养U-G-S协作机制的建议:加强政策顶层设计、扶持校企联合、增强创新人才网络资源建设、推进校本创新人才培养项目建设等。 展开更多
关键词 创新人才 早期培养 U-G-S
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“U-S”合作中高校教师与中小学教师的跨界知识互动探究
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作者 陆超 《现代基础教育研究》 2024年第3期27-31,共5页
对于“U-S”合作情境中高校教师与中小学教师如何进行知识互动这一重要问题,鲜有实证研究涉及。通过对高校与中小学合作的多个案例进行质性研究,发现高校教师与中小学教师的知识互动存在三种不同的模式:一是高校教师主导下的知识迁移模... 对于“U-S”合作情境中高校教师与中小学教师如何进行知识互动这一重要问题,鲜有实证研究涉及。通过对高校与中小学合作的多个案例进行质性研究,发现高校教师与中小学教师的知识互动存在三种不同的模式:一是高校教师主导下的知识迁移模式,二是内化与重构后的知识转化模式,三是基于研究伙伴关系的知识生产模式。基于此,自我定位与地位关系、知识互动的聚焦性和持续性、卷入程度及跨界互动能力,是影响高校教师与中小学教师知识互动效果的重要因素。 展开更多
关键词 “U-S”合作 跨界知识互动 知识生产
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湘西沃溪金锑钨矿床燕山期幕式成矿作用:来自原位白钨矿U-Pb定年与黄铁矿元素-同位素的约束 被引量:1
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作者 李彬 许德如 +5 位作者 柏道远 陈旭 邹少浩 代俊峰 马文 曾广乾 《岩石学报》 SCIE EI CAS CSCD 北大核心 2024年第1期215-240,共26页
沃溪矿床位于江南造山带中段,是一座同时具有金、锑、钨大规模成矿的大型金矿,近年的研究揭示其主要形成于燕山期,但该矿的成矿物质源区及矿床成因尚存争议。基于此,本文利用SEM、EPMA、LA-MC-IF-ICP-MS等原位分析技术,对该矿床多世代... 沃溪矿床位于江南造山带中段,是一座同时具有金、锑、钨大规模成矿的大型金矿,近年的研究揭示其主要形成于燕山期,但该矿的成矿物质源区及矿床成因尚存争议。基于此,本文利用SEM、EPMA、LA-MC-IF-ICP-MS等原位分析技术,对该矿床多世代黄铁矿的结构、成分及同位素组成和成矿期白钨矿的U-Pb年代学进行了研究。在沃溪矿床中,识别出3个世代5种类型黄铁矿(Py),即成矿前Py1,成矿第二阶段Py2和第三阶段的Py3a、Py3b和Py3c。黄铁矿微区成分及围岩蚀变特征指示,成矿期Au、As和Cu耦合,Au主要以固溶体(Au+)的形式存在于Py3b的晶格中;As-取代S-进入黄铁矿是促进晶格金富集的主要因素;而强烈的水-岩反应是导致成矿期热液黄铁矿Co/Ni<1的原因。黄铁矿的原位微量元素和S-Pb同位素组成(δ34 S V-CDT值:Py2为-4.33‰~-1.61‰,Py3a为-6.36‰~3.59‰,Py3b为-4.36‰~3.59‰,Py3c为-2.21‰~-0.65‰;206 Pb/204 Pb、207 Pb/204 Pb、208 Pb/204 Pb值:Py2分别为18.029、15.618和38.653,Py3a分别为18.047~18.341、15.594~15.698、38.781~39.394)及其在环带结构中的变化,指示第二及第三成矿阶段流体性质存在显著差异。成矿第三阶段白钨矿的LA-ICP-MS U-Pb定年结果为132.7±7.9Ma(1σ,n=31,MSWD=0.43)。结合前人研究成果,我们认为沃溪金锑钨矿床主要形成于燕山期148~140Ma的黑钨矿(少量白钨矿、黄铁矿和金)和~130Ma的金-锑-白钨矿两阶段幕式成矿作用。早阶段成矿为下伏基底岩石重熔岩浆演化出的相对高温的还原性流体;晚阶段金-锑-白钨矿成矿以脉冲性幔源流体为主,金主要具地幔来源,而锑和钨可能来源于壳源与幔源流体混合演化出的富矿热液,成矿的脉动性可能与深部断层阀机制有关。金的主要沉淀机制为水岩反应和硫化作用,流体混合是辉锑矿与白钨矿的沉淀机制。富集交代的岩石圈地幔活化和古太平洋板块俯冲后撤、拆沉导致的岩石圈大规模伸展是江南造山带中段(湖南)燕山晚期金多金属大规模成矿的关键因素及构造背景,区域上具有进一步寻找陆内弧后伸展背景金多金属矿床的潜力。 展开更多
关键词 江南造山带 沃溪Au-Sb-W矿 白钨矿U-Pb定年 黄铁矿 S-Pb同位素
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结构化理论视阈下的高质量教学建构:实质厘定与实践方略 被引量:1
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作者 魏宝宝 杜海蓉 席海容 《当代教育论坛》 北大核心 2024年第3期83-91,共9页
教育高质量发展呼吁高质量教学。研究选取结构化理论作为分析视角,通过演绎方法从“结构”推衍得出“教学结构”。基于教学结构分析得出:建构高质量教学的实质就是在时代新人培育要求下,组成教学结构的各种教学规则与教学资源以“调整... 教育高质量发展呼吁高质量教学。研究选取结构化理论作为分析视角,通过演绎方法从“结构”推衍得出“教学结构”。基于教学结构分析得出:建构高质量教学的实质就是在时代新人培育要求下,组成教学结构的各种教学规则与教学资源以“调整”或“补充”的方式发展变化,从而使教学具有时代赋予的应有功能。建构高质量教学实践需要“点线面结合”推进。教师作为高质量教学建构的“核心点”,需要通过理论学习等途径将存在于学科课程标准等文本中的高质量教学建构图景转化为个人认知;研究者与教师连成U-S“关键线”,在合作行动研究中将高质量教学理论转化为实践;学校教育相关能动者联动形成“联动面”,使高质量教学建构实践从局部逐渐扩展至日常。 展开更多
关键词 结构化理论 高质量教学 教学结构 U—S合作 能动者
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面向人工耳蜗的改进Wave-U-Net算法
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作者 巩瑾琪 叶萍 +3 位作者 吴逸凡 常兆华 樊伟 许长建 《生物医学工程研究》 2024年第1期62-69,共8页
针对人工耳蜗在噪声环境下言语感知效果差,以及现有算法降噪能力不足的问题,本研究提出了一种改进的Wave-U-Net模型。通过采取轻量化卷积,引入注意力机制,改进损失函数,优化数据集结构,以提高人工耳蜗的降噪效果。使用短时客观可懂度(sh... 针对人工耳蜗在噪声环境下言语感知效果差,以及现有算法降噪能力不足的问题,本研究提出了一种改进的Wave-U-Net模型。通过采取轻量化卷积,引入注意力机制,改进损失函数,优化数据集结构,以提高人工耳蜗的降噪效果。使用短时客观可懂度(short-time objective intelligibility,STOI)、语音质量评估(perceptual evaluation of speech quality,PESQ)、浮点运算次数(floating point operations per second,FLOPs)和参数量(Params)对模型的降噪效果和复杂度进行了评估,分别达到0.81、2.75,0.83 G,1.04 M。实验结果表明,本研究算法在符合人工耳蜗产品规范的基础上,实现了明显的降噪效果,提高了人工耳蜗使用者在复杂噪声环境中的语音感知效果。本研究方法为人工耳蜗算法的改进提供了新的可能,可为听力受损患者提供更好的听觉感受。 展开更多
关键词 人工耳蜗 改进Wave-U-Net 噪声环境 语音感知 语音降噪
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基于自注意力机制和改进YOLOv5s的小目标生物检测
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作者 戚学通 袁红春 《湖南农业大学学报(自然科学版)》 CAS CSCD 北大核心 2024年第3期108-114,共7页
为了快速准确地检测出小目标生物(海参、扇贝、海星和海胆)在复杂水下环境的位置及所属种类,提出一种基于改进YOLOv5s的小目标生物检测算法。在特征提取阶段,引入基于多头自注意力设计的自注意力残差模块,强化网络全局建模能力的同时,... 为了快速准确地检测出小目标生物(海参、扇贝、海星和海胆)在复杂水下环境的位置及所属种类,提出一种基于改进YOLOv5s的小目标生物检测算法。在特征提取阶段,引入基于多头自注意力设计的自注意力残差模块,强化网络全局建模能力的同时,强化目标特征信息;在特征融合阶段,将特征融合网络调整为添加横向连接的双向特征金字塔结构,增强网络融合不同阶段特征信息的能力;在检测阶段,舍弃大目标检测尺度并添加小目标的检测尺度,提升小目标生物的检测精度;最后,引入α–CIo U损失函数作为模型边界框回归损失函数,提高边界框回归精度,进而提高算法检测准确率。定性试验中,几乎所有肉眼可见的水产品目标都被改进模型检出,并正确标记,体现了改进算法的有效性。α值选取试验中,α值为2.0时效果最佳,平均精度均值(mAP)均优于其他值的,达到0.857,较α值为1.0时的提升了0.016。消融试验中,添加任一优化方法均会提升改进模型的检测精度,最终改进模型的m AP达0.873,较原模型的提升了0.032,模型参数量减少了26.8%,仅有5 M。对比试验中,改进模型的m AP较Faster RCNN、YOLOv3、YOLOv4、YOLOv5s、YOLOvX、SSD、NAS–FCOS、改进YOLOv5等的提升了0.020以上;改进模型在本地服务器的检测速度达139帧/s,较YOLOv5s的提升了14帧/s,略逊于以检测速度著称的SSD模型的。可见,改进模型能满足轻量和实时性要求。改进模型也成功部署到安卓移动设备中。 展开更多
关键词 小目标生物检测 YOLOv5s 自注意力机制 α–CIo U损失 双向特征金字塔 移动设备部署
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