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作 者:Yang Liu Cheng Li Lingxiao Yu Zhengwei Wu Shangchun Fan Ruitao Lv
机构地区:[1]School of Instrumentation and Optoelectronic Engineering,Beihang University,Beijing 100191,China [2]Shenzhen Institute of Beihang University,Shenzhen 518063,China [3]Key Laboratory of Advanced Materials(MOE),School of Materials Science and Engineering,Tsinghua University,Beijing 100084,China [4]Aerospace Information Research Institute,Chinese Academy of Sciences,Beijing 100190,China
出 处:《Nano Research》2024年第8期7593-7602,共10页纳米研究(英文版)
基 金:supported by the National Natural Science Foundation of China(No.62173021);Joint Funds of the National Natural Science Foundation of China(No.U23A20638);Beijing Natural Science Foundation(No.4212039);Aviation Science Foundation of China(No.2020Z073051002).
摘 要:To avoid interference from unexpected background noises and obtain high fidelity voice signal,acoustic sensors with high sensitivity,flat frequency response,and high signal-to-noise ratio(SNR)are urgently needed for voice recognition.Grapheneoxide(GO)has received extensive attention due to its advantages of controllable thickness and high fracture strength.However,low mechanical sensitivity(SM)introduced by undesirable initial stress limits the performance of GO material in the field of voice recognition.To alleviate the aforementioned issue,GO diaphragm with annular corrugations is proposed.By means of the reusable copper mold machined by picosecond laser,the fabrication and transfer of corrugated GO diaphragm are realized,thus achieving a Fabry–Perot(F–P)acoustic sensor.Benefitting from the structural advantage of the corrugated GO diaphragm,our F–P acoustic sensor exhibits high S_(M)(43.70 nm/Pa@17 kHz),flat frequency response(−3.2 to 3.7 dB within 300–3500 Hz),and high SNR(76.66 dB@1 kHz).In addition,further acoustic measurements also demonstrate other merits,including an excellent frequency detection resolution(0.01 Hz)and high time stability(output relative variation less than 6.7% for 90 min).Given the merits presented before,the fabricated F–P acoustic sensor with corrugated GO diaphragm can serve as a high-fidelity platform for acoustic detection and voice recognition.In conjunction with the deep residual learning framework,high recognition accuracy of 98.4%is achieved by training and testing the data recorded by the fabricated F–P acoustic sensor.
关 键 词:corrugated graphene-oxide(GO)diaphragm Fabry-Perot(F-P)acoustic sensor mechanical sensitivity voice recognition
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