期刊文献+
共找到1,442篇文章
< 1 2 73 >
每页显示 20 50 100
SOLVENT EFFECT ON CONFORMATIONS OF α,ω-BIS(4-NITROPHENOXY)-ALKANES
1
作者 Xiang-Yu SUN Yao-Xing ZHAO (Graduate School,University of Science and Technology of China,Beijing 100039)Xiao-Tian LIANG (Institute of Materia Medica.Chinese Academy of Medical Sciences,Beijing 100050) 《Chinese Chemical Letters》 SCIE CAS CSCD 1991年第2期157-160,共4页
Solvent effect on the conformations of-bis(4-nitrophenoxy)-alkanes w th different chain Lengths(Nn)was studied by UV spectra.In poor solvents such as EG-H_2O and THF-H_2O,with the water content higher than 50%,the K-b... Solvent effect on the conformations of-bis(4-nitrophenoxy)-alkanes w th different chain Lengths(Nn)was studied by UV spectra.In poor solvents such as EG-H_2O and THF-H_2O,with the water content higher than 50%,the K-bands of N_4. N,N_6 and N_(10)in the UV absorption spectra shifted to longer wavelengths as compared wth 4-nitrophenoxyethane(N_0).It is suggested that in poor solvents the two aromatic gr(?)ps are close to each other in parallel,forming ground state complexes.The K- bead of N_4 showed a blue shift from that of N_0 when the water content was around 5%,probably attributable to a conformation with the nitro group of one benzene ring sit(?)ing on the plane of the other benzene ring. 展开更多
关键词 EG BIS ALKANES NITROPHENOXY SOLVENT EFFECT ON conformations OF
在线阅读 下载PDF
Anomalous Laterally Stressed Kinetically Trapped DNA Surface Conformations
2
作者 Valery V.Prokhorov Nikolay A.Barinov +3 位作者 Kirill A.Prusakov Evgeniy V.Dubrovin Maxim D.Frank-Kamenetskii Dmitry V.Klinov 《Nano-Micro Letters》 SCIE EI CAS CSCD 2021年第8期263-280,共18页
Up to now,the DNA molecule adsorbed on a surface was believed to always preserve its native structure.This belief implies a negligible contribution of lateral surface forces during and after DNA adsorption although th... Up to now,the DNA molecule adsorbed on a surface was believed to always preserve its native structure.This belief implies a negligible contribution of lateral surface forces during and after DNA adsorption although their impact has never been elucidated.High-resolution atomic force microscopy was used to observe that stiff DNA molecules kinetically trapped on monomolecular films comprising one-dimensional periodically charged lamellar templates as a single layer or as a sublayer are oversaturated by sharp discontinuous kinks and can also be locally melted and supercoiled.We argue that kink/anti-kink pairs are induced by an overcritical lateral bending stress(>30 pNnm)inevitable for the highly anisotropic 1D-1D electrostatic interaction of DNA and underlying rows of positive surface charges.In addition,the unexpected kink-inducing mechanical instability in the shape of the template-directed DNA confined between the positively charged lamellar sides is observed indicating the strong impact of helicity.The previously reported anomalously low values of the persistence length of the surface-adsorbed DNA are explained by the impact of the surface-induced low-scale bending.The sites of the local melting and supercoiling are convincingly introduced as other lateral stress-induced structural DNA anomalies by establishing a link with DNA high-force mechanics.The results open up the study in the completely unexplored area of the principally anomalous kinetically trapped DNA surface conformations in which the DNA local mechanical response to the surface-induced spatially modulated lateral electrostatic stress is essentially nonlinear.The underlying rich and complex in-plane nonlinear physics acts at the nanoscale beyond the scope of applicability of the worm-like chain approximation. 展开更多
关键词 DNA surface conformations Kinetic trapping Lateral stress Periodically charged surface DNA kinks
在线阅读 下载PDF
Self-assembled Conformations of a Core-shell Comb-like Chain with Adjustable Architectural Parameters
3
作者 Huan-Li Qi Heng-Wei Zhou +2 位作者 Chao Duan Wei-Hua Li Ming-Ming Ding 《Chinese Journal of Polymer Science》 SCIE EI CAS CSCD 2023年第9期1439-1446,I0008,共9页
Combining Brownian dynamics simulations and self-consistent field theory,we demonstrate that the architectural parameters of coreshell comb-like chains have a decisive influence on their final self-assembled conformat... Combining Brownian dynamics simulations and self-consistent field theory,we demonstrate that the architectural parameters of coreshell comb-like chains have a decisive influence on their final self-assembled conformations.When the ratio of hydrophilic and hydrophobic segments is N_(g,g)∶N_(g,r)=3∶1,no core-shell structure is observed,and unsegregated chains or clusters are substituted.When N_(g,g)∶N_(g,r)=3∶2or 3∶3,the core-shell comb-like chains can be assembled into single micelles or structures where several small micelles are strung together by the backbone,which is similar to the pearl-necklace structure formed by the polyelectrolytes in poor solvent.With the increase of backbone length or grafting density,the probability of forming single micelles becomes lower,but the structures of two,three or more small micelles strung together are more observed.Our results indicate how to obtain the desired self-assembled structures of core-shell comb-like chains by regulating the architectural parameters,which could provide insights for the optimization of molecular design in various applications. 展开更多
关键词 Comb-like polymer Self-assembled conformations Brownian dynamics simulations
原文传递
Gas Phase Conformations of Tetrapeptide Glycine-Phenylalanine- Glycine-Glycine
4
作者 陈惠宾 王耀 +1 位作者 陈欣 林子敬 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2012年第1期77-85,I0004,共10页
Systematic search of the potential energy surface of tetrapeptide glycine-phenylalanine- glycine-glycine (GFGG) in gas phase is conducted by a combination of PM3, HF and BHandHLYP methods. The conformational search ... Systematic search of the potential energy surface of tetrapeptide glycine-phenylalanine- glycine-glycine (GFGG) in gas phase is conducted by a combination of PM3, HF and BHandHLYP methods. The conformational search method is described in detail. The relative electronic energies, zero point vibrational energies, dipole moments, rotational constants, vertical ionization energies and the temperature dependent conformational distributions for a number of important conformers are obtained. The structural characteristics of these conformers are analyzed and it is found that the entropic effect is a dominating factor in determining the relative stabilities of the conformers. The measurements of dipole moments and some characteristic IR mode are shown to be effective approaches to verify the theoreti- cal prediction. The structures of the low energy GFGG conformers are also analyzed in their connection with the secondary structures of proteins. Similarity between the local structures of low energy GFGG conformers and the α-helix is discussed and many β- and γ-turn local structures in GFGG conformers are found. 展开更多
关键词 Potential energy surface Conformational stability Hydrogen bond Entropy effect Secondary structure
在线阅读 下载PDF
Computational Exploration of Conformations of Glycine-Arginine and a Deduced Model on Global Minimum Configurations of Dipeptides in Gas Phase
5
作者 杨闿祎 杨兵 林子敬 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2015年第2期161-167,I0001,共8页
An extensive computational study on the conformations of gaseous dipeptide glycine- arginine, GlyArg, has been performed. A large number of trail structures were generated by systematically sampling the potential ener... An extensive computational study on the conformations of gaseous dipeptide glycine- arginine, GlyArg, has been performed. A large number of trail structures were generated by systematically sampling the potential energy surface (PES) of OlyArg. The trial structures were successively optimized with the methods of PM3, HF/3-21G*, BHandHLYP/6-31G* and BHandHLYP/6-311++G** in order to reliably find the low energy conformations. The eonformational energies were finally determined with the methods of BHandHLYP, cam- B3LYP, B97D, and MP2 using the basis set of 6-311++G(3df,3pd). The results establish firmly that gaseous GlyArg exists primarily in its canonical form, in sharp contrast with ArgGly that adopts the zwitterionic form. Important data such as the rotational constants, dipole moments, vertical ionization energies, temperature distributions and IR spectra of the low energy conformers are represented for the understanding of the future experiments. Moreover, considering the global minima of all amino acids and many dipeptides, combined with the hydrophobicities of amino acids, a model predicting whether the global minimum configuration of a dipeptide is canonical or zwitterionic is developed. 展开更多
关键词 Potential energy surface Amino acid OLIGOPEPTIDE Conformation data IRspectrum Structural model
在线阅读 下载PDF
Conformations and Metal Ion Affinities of Glutamine Binding with Alkali and Alkaline Earth Metal Cations: an ab initio Study
6
作者 庞瑞 带子敬 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2014年第2期189-199,I0004,共12页
Conformations and reaction energetics are important for understanding the interactions be- tween biomolecules and metal ions. In this work, we report a systematic ab initio study on the conformations and metal ion aff... Conformations and reaction energetics are important for understanding the interactions be- tween biomolecules and metal ions. In this work, we report a systematic ab initio study on the conformations and metal ion affinities of glutamine (Gln) binding with alkali and alkaline earth metal ions. An efficient and reliable method of searching low energy conformations of metalated Gln is proposed and applied to the complexes of Gln.Gln.M^+/++(M+/++=Li^+、Na^+、K^+、Rb^+、Cs^+、Be^++、Mg^++、Ca^++、Sr^++ and Ba^++).. In addition to all conformers known in literatures, many new important conformations are located, demonstrating the power of the new method and the necessity of the conformational search performed here. The metal coordination modes, relative energies, dipole moments, and equilibrium distributions of all important conformations of Gln.M^+/++ are calculated by the methods of B3LYP, BHandHLYP, and MP2. IR spectra and metalation enthalpies and free energies are also presented and compared with the available experiments. The results form an extensive database for systematic examination of the metalation properties of Gln. 展开更多
关键词 Conformational search method Complexation structure Conformational distribution IR spectrum Binding energy
暂未订购
Computational Studies on the Ground State Tautomer,Hydrogen Conformations and Vibrational Spectroscopic Analysis of Antitumor Agents:3-Deazauracil and 6-Azauracil 被引量:1
7
作者 Cagri Cirak Nurettin Korozlu +1 位作者 Yusuf Sert Fatih Ucun 《光谱学与光谱分析》 SCIE EI CAS CSCD 北大核心 2018年第4期1276-1282,共7页
The ground state hydrogen conformations and vibrational analysis of 3-deazauracil(3DAU)and 6-azauracil(6AU)tautomers(4-enol and 2,4-diol forms)have been calculated using ab initio Hartree-Fock(HF)and density functiona... The ground state hydrogen conformations and vibrational analysis of 3-deazauracil(3DAU)and 6-azauracil(6AU)tautomers(4-enol and 2,4-diol forms)have been calculated using ab initio Hartree-Fock(HF)and density functional theory(B3LYP)methods with 6-311++G(d,p)basis set level.The calculations have shown that the most probably preferential tautomer of 3DAU and 6AU are the 4-enol form,which gives best fit to the corresponding experimental data.The ground state conformer of the 2,4-diol form has two O—H bonds which are oriented externally and internally(to the N—H bond).The vibrational analyses of the ground state conformer of each tautomeric form of 3DAU and 6AU were done and their optimized geometry parameters(bond lengths and bond angles)were given.Furthermore,from the correlations values it was concluded that the B3LYP method is superior to the HF method for both the vibrational frequencies and the geometric parameters. 展开更多
关键词 3-Deazauracil 6-Azauracil TAUTOMERISM Conformation VIBRATIONAL spectra
暂未订购
Ab initio investigation of boron nanodevices:conductances of the different geometric conformations 被引量:1
8
作者 李桂琴 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第1期446-450,共5页
Conductances of different geometric conformations of boron ribbon devices are calculated by the ab initio method, The I-V characteristics of three devices are rather different due to the difference in structure. The c... Conductances of different geometric conformations of boron ribbon devices are calculated by the ab initio method, The I-V characteristics of three devices are rather different due to the difference in structure. The current of the hexagonal boron device is the largest and increases nonlinearly. The current of the hybrid hexagon-triangle boron device displays a large low-bias current and saturates at a value of about 5.2 uA, The current of the flat triangular boron flake exhibits a voltage gap at low bias and rises sharply with increasing voltage. The flat triangular boron device can be either conducting or insulating, depending on the field. 展开更多
关键词 BORON conductance different geometry conformation
原文传递
MELTING AND CRYSTALLIZATION BEHAVIOR OFAN AROMATIC POLY (AZOMETHINE ETHER) WITH NON-LINEARLY SHAPED MOLECULAR CONFORMATIONS
9
作者 侯建安 徐懋 +1 位作者 李小放 张其震 《Chinese Journal of Polymer Science》 SCIE CAS CSCD 1995年第2期97-106,共10页
The melting and crystallization behavior have been investigated for an aromatic poly (azomethine ether)with non-linearly shaped molecular conformations. This polymer was found to undergo multiple melting processes and... The melting and crystallization behavior have been investigated for an aromatic poly (azomethine ether)with non-linearly shaped molecular conformations. This polymer was found to undergo multiple melting processes and its phase transition behavior was influenced sensitively by the thermal history of sample. A significant difference between the polymer chain aggregation abilities of samples cooled from the different states was observed. The possible molecular morphology and aggregation models for describing the structures of this polymer were proposed and discussed. The crystallization behavior of the samples cooled from the partially isotropic state and the influence of cooling rate on it have also been examined with DSC. 展开更多
关键词 AROMATIC POLY (AZOMETHINE ETHER) NONLINEARLY SHAPED CONFORMATION MELTING CRYSTALLIZATION AGGREGATION
在线阅读 下载PDF
Studies on the Conformations and Hydrogen Bonding of ACE Inhibitory Tripeptide VEF by All-atom Molecular Dynamics Simulations and Molecular Docking
10
作者 齐春艳 张荣 +1 位作者 黄国栋 吴文娟 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 2017年第2期189-196,共8页
Molecular dynamic simulations and molecular docking are performed to study the conformations and hydrogen bonding interactions of ACE inhibitory tripeptide VEF. Intramolecular distance, radius of gyration, solvent-acc... Molecular dynamic simulations and molecular docking are performed to study the conformations and hydrogen bonding interactions of ACE inhibitory tripeptide VEF. Intramolecular distance, radius of gyration, solvent-accessible surface, and root-mean-square deviations are used to characterize the properties of VEF in aqueous solution. The VEF molecule is highly flexible in water and conformations can shift between the extended and folded states. The VEF molecule exists in extended state mostly in aqueous solution and the conformations bonded with ACE are also the extended ones. The findings indicate that MD simulations have a good agreement with the molecular docking analysis. 展开更多
关键词 Hydrogen bonding characterize conformation amide accessible folded bonds bonded catalyze
在线阅读 下载PDF
Accurately adjusted phenothiazine conformations:reversible conformation transformation at room temperature and self-recoverable stimuliresponsive phosphorescence
11
作者 Yuan Gao Wentao Yuan +7 位作者 Yuexin Li Arui Huang Yuanyuan Fang Aisen Li Kai Wang Bo Zou Qianqian Li Zhen Li 《Light(Science & Applications)》 2025年第4期1002-1015,共14页
Conformational flexibility is essential to the stimuli-responsive property of organic materials,but achieving the reversible molecular transformation is still challenging in functional materials for the high energy ba... Conformational flexibility is essential to the stimuli-responsive property of organic materials,but achieving the reversible molecular transformation is still challenging in functional materials for the high energy barriers and restriction by intermolecular interactions.Herein,through the incorporation of various steric hindrances into phenothiazine derivatives with different positions and quantities to tune the molecular conformations by adjustable repulsive forces,the folded angles gradually changed from 180°to 90°in 17 compounds.When the angle located at 112°with moderated steric effect,dynamic and reversible transformation of conformations under mechanical force has been achieved for the low energy barriers and mutually regulated molecular motions,resulting in both selfrecoverable and stimuli-responsive phosphorescence properties for the first time.It opened up a new way to realize the self-recovery property of organic materials,which can facilitate the multi-functional property of smart materials with the opened avenue for other fields with inspiration. 展开更多
关键词 functional materials tune molecular conformations folded angles gradually changed conformational flexibility organic materialsbut adjustable repulsive forcesthe phenothiazine derivatives incorporation various steric hindrances
原文传递
基于多特征迁移学习的低资源临高方言语音识别方法
12
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
在线阅读 下载PDF
基于双流网络与双路径注意力的语音增强方法
13
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
在线阅读 下载PDF
基于语音信号时频特征融合的帕金森病检测方法 被引量:1
14
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
在线阅读 下载PDF
改进Transformer解码器的端到端语音识别 被引量:1
15
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
在线阅读 下载PDF
融合双通道卷积和改进型Conformer的两阶段语音增强算法
16
作者 徐佳瑜 郑展恒 +1 位作者 曾庆宁 王健 《电子测量技术》 北大核心 2025年第4期149-157,共9页
针对语音关键特征提取不充分、模型结构单一的问题,提出一种两阶段下融合多尺度特征和改进型门控Conformer的语音增强方法。首先,针对关键特征提取不充分的问题,提出双通道卷积融合模块,采用不同感受野的二维卷积多尺度提取语音关键信息... 针对语音关键特征提取不充分、模型结构单一的问题,提出一种两阶段下融合多尺度特征和改进型门控Conformer的语音增强方法。首先,针对关键特征提取不充分的问题,提出双通道卷积融合模块,采用不同感受野的二维卷积多尺度提取语音关键信息,并结合门控机制增强网络的短期与长期序列相关性,从而提升模型在复杂环境下的语音增强效果;提出改进型Conformer,采用时间注意和频率注意分别在时域和频域上进行建模,并结合膨胀卷积模块高效提取局部与全局上下文信息,从而增强网络在语音序列建模中的表现能力。其次,针对模型结构单一的问题,采用两阶段处理结构,将复杂问题分步处理。在第一阶段首先接收噪声频谱的幅值,初步估计出干净语音的幅值,并与噪声相位进行重构,得到粗糙的复频谱。第二阶段在第一阶段得到粗谱的基础上进一步提取更精细的特征,增强语音信号的细节表现能力。最后,在VoiceBank+DEMAND数据集上进行测试,实验结果表明,所提算法相比带噪语音的语音感知质量和短时客观可懂度分别提升50.25%、3.26%,表明该网络能够更有效地提高语音的可懂度,同时改善语音信号的整体质量,具有较强的降噪能力。 展开更多
关键词 深度学习 语音增强 CONFORMER 多尺度特征提取 两阶段
原文传递
结合字节级别字节对编码的端到端中文语音识别方法
17
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
在线阅读 下载PDF
基于Conformer-LSTM模型的连续无创血压预测方法
18
作者 陈欣 刘立程 王小林 《电子测量技术》 北大核心 2025年第15期120-128,共9页
本研究提出了一种基于Conformer-LSTM模型的连续无创血压预测方法,模型包括卷积支路、Transformer支路、两个多尺度交叉注意力模块、自适应空间特征融合模块和两层LSTM。通过该方法,仅通过输入PPG信号即可预测对应的ABP波形,收缩压和舒... 本研究提出了一种基于Conformer-LSTM模型的连续无创血压预测方法,模型包括卷积支路、Transformer支路、两个多尺度交叉注意力模块、自适应空间特征融合模块和两层LSTM。通过该方法,仅通过输入PPG信号即可预测对应的ABP波形,收缩压和舒张压通过预测的ABP波形得出。此外,该方法在较大的数据集中取得较小的预测误差,实验结果表明,本文提出的模型在MIMIC数据集中预测的ABP波形与实际波形的拟合程度较好,SBP和DBP的预测误差分别为(3.68±5.60)mmHg和(2.16±3.72)mmHg,该方法符合美国医疗仪器促进协会(AAMI)标准,并在英国高血压协会(BHS)标准中获得A级评价。 展开更多
关键词 血压预测 多尺度特征融合 CONFORMER PPG信号
原文传递
多任务学习型民航陆空通话语音识别Conformer模型
19
作者 马广林 任晋 +3 位作者 师一华 张海刚 王莉 杨金锋 《计算机应用与软件》 北大核心 2025年第10期183-190,244,共9页
民航陆空通话在用语发音、遣词造句和通话方式等方面具有显著行业特点,通用语音识别模型无法充分适配上述特点对陆空通话进行声学建模。针对上述问题,提出一种端到端的多任务学习型民航陆空通话语音识别Conformer模型。通过将卷积模块引... 民航陆空通话在用语发音、遣词造句和通话方式等方面具有显著行业特点,通用语音识别模型无法充分适配上述特点对陆空通话进行声学建模。针对上述问题,提出一种端到端的多任务学习型民航陆空通话语音识别Conformer模型。通过将卷积模块引入Transformer模型,Conformer模型在保留上下文长距离依赖关系的全局信息建模能力基础上,进一步增强了局部信息的捕获。同时联合连接时序分类(Connectionist Temporal Classification,CTC)和基于注意力的编码解码模型进行多任务学习以进一步提升其性能。实验结果表明,该方法能有效兼顾全局和局部信息的声学建模,在陆空通话数据集上将字符错误率和句错误率分别降低至1.98%和2.89%。 展开更多
关键词 民航陆空通话 语音识别 多任务学习 CONFORMER 端到端
在线阅读 下载PDF
ACGFN:基于非对称卷积和门控前馈神经网络的语音识别模型 被引量:1
20
作者 王詠森 刘倩 刘立波 《中文信息学报》 北大核心 2025年第1期167-174,共8页
针对现有基于Conformer语音识别模型对时频特征提取能力不足、模型结构冗余和参数量较大的问题,该文提出一个基于非对称卷积和门控前馈神经网络的语音识别模型ACGFN。首先,采用不同感受野大小的非对称卷积对语音序列的时频特征进行多尺... 针对现有基于Conformer语音识别模型对时频特征提取能力不足、模型结构冗余和参数量较大的问题,该文提出一个基于非对称卷积和门控前馈神经网络的语音识别模型ACGFN。首先,采用不同感受野大小的非对称卷积对语音序列的时频特征进行多尺度融合下采样,在增强模型提取时频特征的能力的同时,有效降低了下采样过程中信息的损失;其次,引入门控前馈模块替换Conformer中的双半步前馈网络,降低网络参数量的同时精简了模型结构。实验结果表明,该方法在公共数据集AISHELL-1和aidatatang_200zh的测试集上字错误率分别为4.48%、4.28%,且参数量仅40.3M。相较对比方法,识别字错误率和参数量均有所降低。 展开更多
关键词 语音识别 端到端 CONFORMER
在线阅读 下载PDF
上一页 1 2 73 下一页 到第
使用帮助 返回顶部