乐胖代购免代理版

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We examine if visible speech cues in video only can be systematically modified to enhance clear-speech visual features and improve intelligibility. We extract clear-speech visual features of English words varying in vowels produced by multiple male and female talkers. Via a frame-by-frame image-warping based video generation method with a controllable parameter (displacement factor), we apply the extracted clear-speech visual features to videos of plain speech to synthesize clear speech videos. We evaluate the generated videos using a robust, state of the art AI Lip Reader as well as human intelligibility testing. The contributions of this study are: (1) we successfully extract relevant visual cues for video modifications across speech styles, and have achieved enhanced intelligibility for AI; (2) this work suggests that universal talker-independent clear-speech features may be utilized to modify any talker\u2019s visual speech style; (3) we introduce \u201cdisplacement factor\u201d as a way of systematically scaling the magnitude of displacement modifications between speech styles; and (4) the high definition generated videos make them ideal candidates for human-centric intelligibility and perceptual training studies.<\/jats:p>","DOI":"10.1007\/s10772-023-10018-z","type":"journal-article","created":{"date-parts":[[2023,1,28]],"date-time":"2023-01-28T18:03:53Z","timestamp":1674929033000},"page":"163-184","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Plain-to-clear speech video conversion for enhanced intelligibility"],"prefix":"10.1007","volume":"26","author":[{"given":"Shubam","family":"Sachdeva","sequence":"first","affiliation":[]},{"given":"Haoyao","family":"Ruan","sequence":"additional","affiliation":[]},{"given":"Ghassan","family":"Hamarneh","sequence":"additional","affiliation":[]},{"given":"Dawn M.","family":"Behne","sequence":"additional","affiliation":[]},{"given":"Allard","family":"Jongman","sequence":"additional","affiliation":[]},{"given":"Joan A.","family":"Sereno","sequence":"additional","affiliation":[]},{"ORCID":"http:\/\/orcid.org\/0000-0003-3862-3767","authenticated-orcid":false,"given":"Yue","family":"Wang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,1,28]]},"reference":[{"key":"10018_CR1","doi-asserted-by":"publisher","first-page":"2356","DOI":"10.1121\/1.2839004","volume":"123","author":"TH Chen","year":"2008","unstructured":"Chen, T. 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