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Efficient Generation of Conforming Voronoi Polygonal Surface Mesh 被引量:1
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作者 LIJi-gang YANGQin +2 位作者 MENGXian-hai CHENQi-ming CAIQiang 《Computer Aided Drafting,Design and Manufacturing》 2005年第1期1-8,共8页
A novel construction algorithm is presented to generate a conforming Voronoi mesh for any planar straight line graph (PSLG). It is also extended to tesselate multiple-intersected PSLGs. All the algorithms are guarante... A novel construction algorithm is presented to generate a conforming Voronoi mesh for any planar straight line graph (PSLG). It is also extended to tesselate multiple-intersected PSLGs. All the algorithms are guaranteed to converge. Examples are given to illustrate its efficiency. 展开更多
关键词 Voronoi diagram delaunay triangulation conforming Voronoi tessellation conforming Voronoi mesh control-volume FINITE-DIFFERENCE
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A Generalized Point Conforming Rectangular Plate Element
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作者 Wang Deyu Chen Tieyun Associate Professor, Department of Naval Architecture and Ocean Engineering, Shanghai Jiao Tong University,Shanghai 200030 Professor, Department of Naval Architecture and Ocean Engineering, Shanghai Jiao Tong University,Shanghai 200030 《China Ocean Engineering》 SCIE EI 1995年第3期297-301,共5页
A generalized point conforming rectangular element for plate bending is proposed. The present element displacement field can not only satisfy the continuity of normal displacement and its derivative at the element nod... A generalized point conforming rectangular element for plate bending is proposed. The present element displacement field can not only satisfy the continuity of normal displacement and its derivative at the element node, but also satisfy the generalized continuity at the middle point of each element boundary, where the generalized conforming condition is to make the non-conforming residual to be minimum. Numerical results show that the proposed element is more accurate than the ordinary 4-node non-conforming rectangular plate element (ACM element). 展开更多
关键词 FEM generalized conforming element point conforming rectangular element plate bending
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AN OPTIMAL V-CYCLE MULTIGRID METHOD FOR CONFORMING AND NONCONFORMING PLATE ELEMENTS
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作者 许学军 李立康 《Numerical Mathematics A Journal of Chinese Universities(English Series)》 SCIE 1997年第1期115-119,共5页
In this paper, an optimal V-cycle multigrid method for some conforming and nonconforming plate elements are constructed. A new method dealing with nonnested multigrid methods is presented.
关键词 V-CYCLE MULTIGRID method conforming PLATE ELEMENTS NONconforming PLATE elements.
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Conforming to the Trend at An Appropriate Time——My Thoughts on the Building of the Silk Road Economic Belt 被引量:2
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作者 Zhang Zhiming Pu Zhuangyi 《International Understanding》 2013年第4期6-8,共3页
During his state visit to Kazakhstan this September,President Xi Jinping made a concrete proposal to build a Silk Road Economic Belt(SREB for short in the following paragraphs)from the aspects of policy communication,... During his state visit to Kazakhstan this September,President Xi Jinping made a concrete proposal to build a Silk Road Economic Belt(SREB for short in the following paragraphs)from the aspects of policy communication,road connectivity, 展开更多
关键词 My Thoughts on the Building of the Silk Road Economic Belt conforming to the Trend at An Appropriate Time
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Numerical Experiments Using MATLAB: Superconvergence of Conforming Finite, Element Approximation for Second Order, Elliptic Problems
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作者 Anna Harris Stephen Harris +1 位作者 Camille Gardner Tyrone Brock 《Applied Mathematics》 2018年第6期691-701,共11页
The superconvergence in the finite element method is a phenomenon in which the finite element approximation converges to the exact solution at a rate higher than the optimal order error estimate. Wang proposed and ana... The superconvergence in the finite element method is a phenomenon in which the finite element approximation converges to the exact solution at a rate higher than the optimal order error estimate. Wang proposed and analyzed superconvergence of the conforming finite element method by L2-projections. The goal of this paper is to perform numerical experiments using MATLAB to support and to verify the theoretical results in Wang for the superconvergence of the conforming finite element method (CFEM) for the second order elliptic problems by L2-projection methods. MATLAB codes are published at https://github.com/annaleeharris/Superconvergence-CFEM for anyone to use and to study. 展开更多
关键词 conforming FINITE ELEMENT Methods SUPERCONVERGENCE L2-Projection Second Order ELLIPTIC Equationm MATLAB
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CONSERVATIVE CONFORMING AND NONCONFORMING VEMS FOR FOURTH ORDER NONLINEAR SCHRODINGER EQUATIONS WITH TRAPPED TERM
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作者 Meng Li Jikun Zhao +1 位作者 Zhongchi Wang Shaochun Chen 《Journal of Computational Mathematics》 SCIE CSCD 2024年第2期454-499,共46页
This paper aims to construct and analyze the conforming and nonconforming virtual element methods for a class of fourth order nonlinear Schrodinger equations with trapped term.We mainly consider three types of virtual... This paper aims to construct and analyze the conforming and nonconforming virtual element methods for a class of fourth order nonlinear Schrodinger equations with trapped term.We mainly consider three types of virtual elements,including H^(2) conforming virtual element,C^(0) nonconforming virtual element and Morley-type nonconforming virtual element.The fully discrete schemes are constructed by virtue of virtual element methods in space and modified Crank-Nicolson method in time.We prove the mass and energy conservation,the boundedness and the unique solvability of the fully discrete schemes.After introducing a new type of the Ritz projection,the optimal and unconditional error estimates for the fully discrete schemes are presented and proved.Finally,two numerical examples are investigated to confirm our theoretical analysis. 展开更多
关键词 H^(2)conforming virtual element C^(0)nonconforming virtual element Morleytype nonconforming virtual element Nonlinear Schrodinger equation Conservation Convergence
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HOW TO PROVE THE DISCRETE RELIABILITY FOR NONCONFORMING FINITE ELEMENT METHODS
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作者 Carsten Carstensen Sophie Puttkammer 《Journal of Computational Mathematics》 SCIE CSCD 2020年第1期142-175,共34页
Optimal convergence rates of adaptive finite element methods are well understood in terms of the axioms of adaptivity.One key ingredient is the discrete reliability of a residualbased a posteriori error estimator,whic... Optimal convergence rates of adaptive finite element methods are well understood in terms of the axioms of adaptivity.One key ingredient is the discrete reliability of a residualbased a posteriori error estimator,which controls the error of two discrete finite element solutions based on two nested triangulations.In the error analysis of nonconforming finite element methods,like the Crouzeix-Raviart or Morley finite element schemes,the difference of the piecewise derivatives of discontinuous approximations to the distributional gradients of global Sobolev functions plays a dominant role and is the object of this paper.The nonconforming interpolation operator,which comes natural with the definition of the aforementioned nonconforming finite element in the sense of Ciarlet,allows for stability and approximation properties that enable direct proofs of the reliability for the residual that monitors the equilibrium condition.The novel approach of this paper is the suggestion of a right-inverse of this interpolation operator in conforming piecewise polynomials to design a nonconforming approximation of a given coarse-grid approximation on a refined triangulation.The results of this paper allow for simple proofs of the discrete reliability in any space dimension and multiply connected domains on general shape-regular triangulations beyond newest-vertex bisection of simplices.Particular attention is on optimal constants in some standard discrete estimates listed in the appendices. 展开更多
关键词 Discrete reliability Nonconforming finite element method conforming companion Morley Crouzeix-Raviart Explicit constants Axioms of adaptivity
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An H^1-Galerkin Nonconforming Mixed Finite Element Method for Integro-Differential Equation of Parabolic Type 被引量:21
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作者 SHI Dong Yang WANG Hai Hong 《Journal of Mathematical Research and Exposition》 CSCD 2009年第5期871-881,共11页
H1-Galerkin nonconforming mixed finite element methods are analyzed for integro-differential equation of parabolic type.By use of the typical characteristic of the elements,we obtain that the Galerkin mixed approximat... H1-Galerkin nonconforming mixed finite element methods are analyzed for integro-differential equation of parabolic type.By use of the typical characteristic of the elements,we obtain that the Galerkin mixed approximations have the same rates of convergence as in the classical mixed method,but without LBB stability condition. 展开更多
关键词 H^1-Galerkin mixed method integro-differential equation of parabolic type non- conforming semi-discrete scheme full discrete scheme error estimates.
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Evaluation for Small Visual Difference Between Conforming Meshes on Strain Field 被引量:4
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作者 边哲 胡事民 Ralph R.Martin 《Journal of Computer Science & Technology》 SCIE EI CSCD 2009年第1期65-75,共11页
This paper gives a method of quantifying small visual differences between 3D mesh models with conforming topology, based on the theory of strain fields. Strain field is a geometric quantity in elasticity which is used... This paper gives a method of quantifying small visual differences between 3D mesh models with conforming topology, based on the theory of strain fields. Strain field is a geometric quantity in elasticity which is used to describe the deformation of elastomer. In this paper we consider the 3D models as objects with elasticity. The further demonstrations are provided: the first is intended to give the reader a visual impression of how our measure works in practice; and the second is to give readers a visual impression of how our measure works in evaluating filter algorithms. Our experiments show that our difference estimates are well correlated with human perception of differences. This work has applications in the evaluation of 3D mesh watermarking, 3D mesh compression reconstruction, and 3D mesh filtering. 展开更多
关键词 3D conforming meshes mesh comparison PERCEPTION strain fields
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融合最大池化的Conformer中文语音识别
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作者 胡从刚 杨立鹏 +2 位作者 孙永奇 陈华龙 韩可可 《计算机工程》 北大核心 2026年第1期105-115,共11页
语音识别旨在通过先进的算法与信号处理技术,赋予机器理解人类语音的能力,使得人与机器之间的交流更加便捷、顺畅。目前,大多数端到端语音识别的研究工作主要围绕Conformer模型进行优化。针对Conformer编码器对语音细粒度局部特征提取... 语音识别旨在通过先进的算法与信号处理技术,赋予机器理解人类语音的能力,使得人与机器之间的交流更加便捷、顺畅。目前,大多数端到端语音识别的研究工作主要围绕Conformer模型进行优化。针对Conformer编码器对语音细粒度局部特征提取能力不足的问题,提出一种融合最大池化(MP)的Conformer中文语音识别模型。首先,将编码器卷积模块中门控线性单元的输出在时间维度上进行MP,以提取多帧语音信号对应一个字符的细粒度局部特征。然后,将池化后的特征与逐通道卷积(DWC)提取的粗粒度局部特征以逐元素相加的方式进行融合,以增加语音局部特征的信息量,从而提高Conformer模型的语音识别准确率。最后,在公开的中文数据集Aishell-1上的实验结果表明:采用贪心搜索方式进行解码,所提模型可以将基线模型的字错误率(CER)从5.58%降低至5.32%;采用注意力重打分方式进行解码,所提模型可以将基线模型的CER从5.06%降低至4.92%。 展开更多
关键词 语音识别 细粒度局部特征 Conformer模型 最大池化 逐通道卷积
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Local a priori/a posteriori error estimates of conforming finite elements approximation for Steklov eigenvalue problems 被引量:2
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作者 YANG YiDu BI Hai 《Science China Mathematics》 SCIE 2014年第6期1319-1329,共11页
Based on the work of Xu and Zhou(2000),this paper makes a further discussion on conforming finite elements approximation for Steklov eigenvalue problems,and proves a local a priori error estimate and a new local a pos... Based on the work of Xu and Zhou(2000),this paper makes a further discussion on conforming finite elements approximation for Steklov eigenvalue problems,and proves a local a priori error estimate and a new local a posteriori error estimate in ||·||1,Ω0 norm for conforming elements eigenfunction,which has not been studied in existing literatures. 展开更多
关键词 Steklov eigenvalue problems conforming finite elements local error estimates
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C^1 conforming quadrilateral finite elements with complete secondorder derivatives on vertices and its application to Kirchhoff plates
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作者 WU Yang XING YuFeng LIU Bo 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2020年第6期1066-1084,共19页
The classical problem of the construction of C^1 conforming single-patch quadrilateral finite elements has been solved in this investigation by using the blending function interpolation method.In order to achieve the ... The classical problem of the construction of C^1 conforming single-patch quadrilateral finite elements has been solved in this investigation by using the blending function interpolation method.In order to achieve the C^1 conformity on the interfaces of quadrilateral elements,complete second-order derivatives are used at the element vertices,and the information of geometrical mapping is also considered into the construction of shape functions.It is found that the shape functions and the polynomial spaces of the present elements vary with element shapes.However,the developed quadrilateral elements are at least third order for general quadrilateral shapes and fifth order for rectangular shapes.Therefore,very fast convergence can be achieved.A promising feature of the present elements is that they can be used in cooperation with those high-precision rectangular and triangular elements.Since the present elements are over conforming on element vertices,an approach for handling problems of material discontinuity is also proposed.Numerical examples of Kirchhoff plates are employed to demonstrate the computational performance of the present elements. 展开更多
关键词 finite element method quadrilateral elements C^1 conforming Kirchhoff plates
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3D printed high-temperature ceramic conformal array antenna:Design,analysis,manufacturing,and testing
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作者 Peng Li Ruibo Li +5 位作者 Zijiao Fan Jiujiu Han Guangda Ding Qunbiao Wang Wanye Xu Paolo Rocca 《Defence Technology(防务技术)》 2026年第1期340-353,共14页
In this study,the design,analysis,manufacturing,and testing of a 3D-printed conformal microstrip array antenna for high-temperature environments is presented.3D printing technology is used to fabricate a curved cerami... In this study,the design,analysis,manufacturing,and testing of a 3D-printed conformal microstrip array antenna for high-temperature environments is presented.3D printing technology is used to fabricate a curved ceramic substrate,and laser sintering and microdroplet spraying processes are used to add the conductive metal on the curved substrate.The problems of gain loss,bandwidth reduction,and frequency shift caused by high temperatures are addressed by using a proper antenna design,with parasitic patches,slots,and metal resonant cavities.The antenna prototype is characterized by the curved substrates and the conductive metals for the power dividers,the patch,and the ground plane;its performance is examined up to a temperature of 600℃in a muffle furnace and compared with the results from the numerical analysis.The results show that the antenna can effectively function at 600℃and even higher temperatures. 展开更多
关键词 Ceramic antenna Conformal array High-temperature environment 3D printing High gain and wide band
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Conforming Courts,Homegrown Hominids,The Outer Outlet,and Cash Crop Culture
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作者 Tyler Roney 《The World of Chinese》 2015年第4期1-,共1页
Much is said of China’s judicial system and much more remains conspicuously unsaid,but recent changes have seen promising reforms for the state’s beleaguered court system.For starters,the authorities are beginning t... Much is said of China’s judicial system and much more remains conspicuously unsaid,but recent changes have seen promising reforms for the state’s beleaguered court system.For starters,the authorities are beginning to take notice that judges,those on the front lines of dispensing-justice,are underpaid,overworked,and unappreciated.There’s also the rather troubling matter of jurisdiction,but recent changes have provided more provincial 展开更多
关键词 conforming Courts Homegrown Hominids The Outer Outlet and Cash Crop Culture
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基于多特征迁移学习的低资源临高方言语音识别方法
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作者 王忠 曹春杰 +3 位作者 谢夏 穆罕默德·艾哈迈德·拉扎 陈勇青 陈昱珏 《通信学报》 北大核心 2025年第10期221-232,共12页
针对低资源临高方言语音识别中数据稀缺、字错误率高的问题,提出了一种基于多特征迁移学习的端到端语音识别方法。以TeleSpeech-ASR1.0-large多方言预训练模型为基座,融合梅尔频率倒谱系数、滤波器组能量系数与对数梅尔谱3类互补声学特... 针对低资源临高方言语音识别中数据稀缺、字错误率高的问题,提出了一种基于多特征迁移学习的端到端语音识别方法。以TeleSpeech-ASR1.0-large多方言预训练模型为基座,融合梅尔频率倒谱系数、滤波器组能量系数与对数梅尔谱3类互补声学特征,通过构建Conformer-LAS-CTC联合优化架构,利用深度可分离卷积和多头自注意力机制分别捕捉语音信号的局部特征与全局依赖关系,并设计融合CTC、中间层CTC与注意力机制的多任务损失函数进行联合训练。在总时长为280 h的临高方言与普通话混合语料上的实验结果表明,所提方法的字错误率降低至18.89%,显著优于基线模型,有效缓解了低资源方言面临的数据瓶颈问题,为濒危语言的数字化保护提供了可行的技术路径。 展开更多
关键词 低资源语音识别 迁移学习 CONFORMER 多特征融合 临高方言
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基于双通道的流式语音识别技术研究
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作者 高鹭 王亚豪 +3 位作者 张飞 任晓颖 郝斌 韩亚旭 《电子器件》 2025年第6期1260-1267,共8页
最近,基于RNN-T的端到端模型在流式语音识别任务上表现出了优越的性能。虽然该模型具有天然的流式特性,但是其识别质量仍然落后于先进的非流式模型;其次,该模型倾向于将预测延迟放在最后,因此模型产生了更高的部分延迟。针对以上问题,... 最近,基于RNN-T的端到端模型在流式语音识别任务上表现出了优越的性能。虽然该模型具有天然的流式特性,但是其识别质量仍然落后于先进的非流式模型;其次,该模型倾向于将预测延迟放在最后,因此模型产生了更高的部分延迟。针对以上问题,为了更好地平衡字错误率(Character Error Rate,CER)和延迟指标,将RNN-T模型和基于Attention编码器-解码器模型联合构建双通道模型。具体来说,第一通道编码器利用分块机制思想的Transformer层替换RNN-T的编码层,通过并行处理整个假设序列从而捕获部分组块之间的全局上下文信息,降低解码的计算成本,改善延迟。第二通道使用改进的Transformer rescore并行处理整个流式假设序列来更有效地利用系统计算资源。实验表明,所提出的双通道模型与RNN-T模型相比,在保证延迟可接受范围内,CER也降低了约40%。 展开更多
关键词 流式语音识别 块机制 端到端 TRANSFORMER CONFORMER
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基于双流网络与双路径注意力的语音增强方法
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作者 朱小军 姚海龙 +1 位作者 关英 黄鹤鸣 《甘肃高师学报》 2025年第4期76-83,共8页
针对单通道语音增强方法在复杂噪声环境下存在的语音质量提升有限、增强语音自然度不足以及对非平稳噪声适应性较差等问题,文章提出了一种基于双流网络与双路径注意力机制的单通道语音增强模型(DSNDPASEM).模型中采用双流网络对语音信... 针对单通道语音增强方法在复杂噪声环境下存在的语音质量提升有限、增强语音自然度不足以及对非平稳噪声适应性较差等问题,文章提出了一种基于双流网络与双路径注意力机制的单通道语音增强模型(DSNDPASEM).模型中采用双流网络对语音信号的幅度和相位信息分别进行处理,避免了因忽略相位信息而导致的语音自然度不足的问题.同时,双路径注意力机制通过时间路径和频率路径精准捕捉语音信号的时频特征,为语音增强提供更精准的特征表示.此外,模型引入了Conformer结构,结合自注意力机制与卷积操作,在增强对长序列语音数据的建模能力的同时,提高了计算效率.实验在TIMIT语料库和VoiceBank+DEMAND数据集上进行,结果表明,DSNDPASEM在语音可懂度和质量方面均取得了显著提升,尤其在增强语音的自然度方面表现优越. 展开更多
关键词 单通道语音增强 注意力机制 CONFORMER 相位信息优化
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基于语音信号时频特征融合的帕金森病检测方法 被引量:2
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作者 王晨哲 季薇 +1 位作者 郑慧芬 李云 《郑州大学学报(理学版)》 CAS 北大核心 2025年第1期53-60,共8页
发音障碍是帕金森病的早期症状之一。近年来,基于语音信号的帕金森病检测的研究大多采用梅尔刻度下的相关语音特征与深度神经网络模型相结合的方法。然而,现有的模型无法充分关注语音信号的全局时序信息,且梅尔刻度特征在准确表征帕金... 发音障碍是帕金森病的早期症状之一。近年来,基于语音信号的帕金森病检测的研究大多采用梅尔刻度下的相关语音特征与深度神经网络模型相结合的方法。然而,现有的模型无法充分关注语音信号的全局时序信息,且梅尔刻度特征在准确表征帕金森病的病理信息方面效果有限。为此,提出了一种基于语音时频特征融合的帕金森病检测方法。首先,提取语音的梅尔频率倒谱系数,并将其作为模型的输入。接着,在已有的S-vectors模型中引入Conformer编码器模块,以提取语音的时域全局特征。最后,将与帕金森病语音检测相关的频域全局特征嵌入时域特征中进行时频信息融合,以实现帕金森病语音检测。在公开帕金森病语音数据集和自采语音数据集上验证了方法的有效性。 展开更多
关键词 帕金森病 梅尔频率倒谱系数 S-vectors CONFORMER 时频特征融合
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结合字节级别字节对编码的端到端中文语音识别方法 被引量:1
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作者 付强 徐振平 +1 位作者 盛文星 叶青 《计算机应用》 北大核心 2025年第1期318-324,共7页
针对语音识别中对中文这种复杂字符集的语言词汇表过大以及训练效率太低的问题,提出一种基于字节级别字节对编码(BBPE)的端到端中文语音识别方法。首先,将256个不同的字节用于初始化词汇表;其次,统计每个词汇单元在语料中出现的频率,并... 针对语音识别中对中文这种复杂字符集的语言词汇表过大以及训练效率太低的问题,提出一种基于字节级别字节对编码(BBPE)的端到端中文语音识别方法。首先,将256个不同的字节用于初始化词汇表;其次,统计每个词汇单元在语料中出现的频率,并合并频率最高的词汇单元;最后,重复上一步直至无法合并,以得到最终的词汇表。在中文语音数据集AISHELL-1上,该方法生成的词汇表相较于字符级别词汇表的词汇量减少了88.5%,降低了模型训练的复杂度。同时,鉴于Conformer-Transducer(Conformer-T)模型在端到端语音识别中的出色表现,为了实现更好的识别效果,将最新的Zipformer模型与Transducer模型相结合提出Zipformer-Transducer(Zipformer-T)模型,并在该模型上对BBPE方法进行验证。实验结果表明,Zipformer-T模型使用的BBPE方法相较于字符级别分词方法在AISHELL-1测试集和验证集上的字错率(CER)分别降低了0.12和0.08个百分点,且分别达到4.26%和3.98%的最低CER,充分说明该方法能有效提升中文语音识别的性能。 展开更多
关键词 语音识别 CONFORMER Zipformer 字节级别字节对编码 端到端
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改进Transformer解码器的端到端语音识别 被引量:1
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作者 胡恒博 牛铜 何振华 《计算机应用》 北大核心 2025年第S1期95-100,共6页
Transformer模型架构在序列到序列任务中可以很好地将注意力分散到整个输入上以学习长期依赖关系,然而,在语音识别中,文本输出和语音输入是单调对齐的。针对Transformer解码器无法较好地捕获局部特征以进行单调对齐的问题,提出一种改进... Transformer模型架构在序列到序列任务中可以很好地将注意力分散到整个输入上以学习长期依赖关系,然而,在语音识别中,文本输出和语音输入是单调对齐的。针对Transformer解码器无法较好地捕获局部特征以进行单调对齐的问题,提出一种改进的Transformer解码器。将Transformer解码器中的2种注意力机制拆分为2个单独模块,再使用交叉注意力进行更高效的局部特征捕获。在开源中文普通话AISHELL-1数据集上的实验结果表明,使用能够捕获局部特征的编码器时,该解码器相较于Transformer解码器有着更好的识别效果。具体地,当编码器为Conformer时,字错误率(CER)降低了16.19%,且收敛速度更快,而在使用了连接时序分类(CTC)进行辅助解码后,CER降低了5.08%,最终的CER为4.67%。 展开更多
关键词 交叉注意力 Transformer解码器 Conformer编码器 语音识别 局部特征
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