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一种基于多模态感知的双声道音频生成方法 被引量:1
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作者 官丽 尹康 +2 位作者 樊梦佳 薛昆 解凯 《计算技术与自动化》 2022年第4期157-165,共9页
现有多数视频只包含单声道音频,缺乏双声道音频所带来的立体感。针对这一问题,本文提出了一种基于多模态感知的双声道音频生成方法,其在分析视频中视觉信息的基础上,将视频的空间信息与音频内容融合,自动为原始单声道音频添加空间化特征... 现有多数视频只包含单声道音频,缺乏双声道音频所带来的立体感。针对这一问题,本文提出了一种基于多模态感知的双声道音频生成方法,其在分析视频中视觉信息的基础上,将视频的空间信息与音频内容融合,自动为原始单声道音频添加空间化特征,生成更接近真实听觉体验的双声道音频。我们首先采用一种改进的音频视频融合分析网络,以编码器-解码器的结构,对单声道视频进行编码,接着对视频特征和音频特征进行多尺度融合,并对视频及音频信息进行协同分析,使得双声道音频拥有了原始单声道音频所没有的空间信息,最终生成得到视频对应的双声道音频。在公开数据集上的实验结果表明,本方法取得了优于现有模型的双声道音频生成效果,在STFT距离以及ENV距离两项指标上均取得提升。 展开更多
关键词 音频生成 卷积神经网络 多模态
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BiScO_(3)-BiFeO_(3)-PbTiO_(3)-BaTiO_(3) high-temperature piezoelectric ceramic and its application on high-temperature acoustic emission sensor 被引量:1
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作者 FENG Chao FENG Yun-yun +4 位作者 fan meng-jia GENG Chao-hui LIN Xiu-juan YANG Chang-hong HUANG Shi-feng 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第12期3747-3756,共10页
Piezoelectric ceramic based high-temperature acoustic emission(AE)sensor is required urgently in the structural health monitoring of high-temperature fields.In this research,a series of 0.45(BiSc_(x)O_(3)-BiFe_(1-x)O_... Piezoelectric ceramic based high-temperature acoustic emission(AE)sensor is required urgently in the structural health monitoring of high-temperature fields.In this research,a series of 0.45(BiSc_(x)O_(3)-BiFe_(1-x)O_(3))-0.48PbTiO_(3)-0.07BaTiO_(3)(BSc_(x)Fe_(1-x)-PT-BT,n(Sc)/n(Fe)=0.4/0.6-0.6/0.4)ceramics with both high Curie temperature and large piezoelectric constant were presented.The structure and electrical properties of BSc_(x)Fe_(1-x)-PT-BT ceramics as a function of n(Sc)/n(Fe)have been systematically investigated.All the ceramics possess a perovskite structure,and the phase approaches from the rhombohedral toward the tetragonal phase with the decrease of n(Sc)/n(Fe).The BSc_(0.5)Fe_(0.5)-PT-BT and BSc_(0.5)Fe_(0.5)-PT-BT piezoelectric ceramics exhibit good piezoelectricity(d_(33)=250-281 pC/N),high Curie temperature(T_(C)=430-450℃)and excellent temperature stability.These improvements are greatly attributed to the balance between rhombohedral and tetragonal phase near morphotropic phase boundary with dense microstructure of ceramics.AE sensor based BSc_(0.5)Fe_(0.5)-PT-BT piezoelectric ceramic was designed,prepared and tested.The high-temperature stability of AE sensor was characterized through pencil-lead breaking with in situ high-temperature test.The noise of AE sensor is less than 40 dB,and the acoustic signal is up to 90 dB at 200℃.As a result,AE sensors based on BSc_(x)Fe_(1-x)-PT-BT piezoelectric ceramics are expected to be applied into the structural health monitoring of high temperature fields. 展开更多
关键词 piezoelectric ceramics high temperature morphotropic phase boundary phase transition acoustic emission sensor
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