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This study presents a plug\u2010and\u2010play humidity\u2010sensing respiratory microphone (HSRM) with generalized features for individual users. Leveraging gold nanoparticle\u2010based humidity sensors integrated into commercially available wearable face masks, the system enables patients to produce verbal communication without relying on vocal cord activity. By integrating nanoparticle\u2010enhanced humidity sensors with advanced convolutional neural networks, the HSRM system accurately decodes respiratory patterns into intelligible speech, achieving a recognition accuracy of 85.61%. Leveraging nanoparticle\u2010polymer interfaces that effectively convert atmospheric humidity fluctuations into precise electrical signals, the system pioneers a contactless and non\u2010invasive paradigm in assistive speech technology. 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With its potential to facilitate naturalistic communication and transform healthcare applications, the HSRM system sets a new benchmark in wearable assistive technologies for voice rehabilitation and human\u2010machine interaction.<\/jats:p>","DOI":"10.1002\/advs.202504343","type":"journal-article","created":{"date-parts":[[2025,6,27]],"date-time":"2025-06-27T09:44:27Z","timestamp":1751017467000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["A Wearable AI\u2010Driven Mask with Humidity\u2010Sensing Respiratory Microphone for Non\u2010Vocal Communication"],"prefix":"10.1002","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3545-4638","authenticated-orcid":false,"given":"Jianfei","family":"Wang","sequence":"first","affiliation":[{"name":"International Research Centre for Nano Handling and Manufacturing of China Changchun University of Science and Technology  Jilin 130022 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongyu","family":"Zhang","sequence":"additional","affiliation":[{"name":"CAS\u2010CityU Joint Laboratory for Robotic Research Department of Mechanical Engineering City University of Hong Kong  Kowloon Hong Kong 999077 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaomin","family":"Wu","sequence":"additional","affiliation":[{"name":"College of Medical Informatics Chongqing Medical University  Chongqing 400016 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mingyan","family":"Gao","sequence":"additional","affiliation":[{"name":"Centre for Opto\/Bio\u2010Nano Measurement and Manufacturing Zhongshan Institute of Changchun University of Science and Technology  Zhongshan 528437 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"He","family":"Wen","sequence":"additional","affiliation":[{"name":"International Research Centre for Nano Handling and Manufacturing of China Changchun University of Science and Technology  Jilin 130022 China"},{"name":"Centre for Opto\/Bio\u2010Nano Measurement and Manufacturing Zhongshan Institute of Changchun University of Science and Technology  Zhongshan 528437 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhibo","family":"Zhang","sequence":"additional","affiliation":[{"name":"International Research Centre for Nano Handling and Manufacturing of China Changchun University of Science and Technology  Jilin 130022 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kremena","family":"Makasheva","sequence":"additional","affiliation":[{"name":"Laboratory on Plasma and Conversion of Energy (LAPLACE) CNRS  Toulouse 31062 France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9616-6213","authenticated-orcid":false,"given":"Wen Jung","family":"Li","sequence":"additional","affiliation":[{"name":"CAS\u2010CityU Joint Laboratory for Robotic Research Department of Mechanical Engineering City University of Hong Kong  Kowloon Hong Kong 999077 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zuobin","family":"Wang","sequence":"additional","affiliation":[{"name":"International Research Centre for Nano Handling and Manufacturing of China Changchun University of Science and Technology  Jilin 130022 China"},{"name":"Centre for Opto\/Bio\u2010Nano Measurement and Manufacturing Zhongshan Institute of Changchun University of Science and Technology  Zhongshan 528437 China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2025,6,27]]},"reference":[{"key":"e_1_2_10_1_1","doi-asserted-by":"crossref","unstructured":"Y.Song Y.Kim J.Jeung I.Yun Y.Chung in2022 IEEE Int. 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