[{"data":1,"prerenderedAt":264},["ShallowReactive",2],{"project-18265074":3},{"id":4,"name":5,"line":6,"line_source":7,"title":8,"url":9,"domain":10,"maker":11,"posted_at":12,"year":13,"points":14,"comments":15,"rank_in_year":16,"shown_in_year":17,"top":18,"tier":19,"category":20,"subcategory":21,"format":22,"keywords":23,"reception":29,"sentiment":30,"stance_mix":31,"scored_comments":36,"aspects":37,"strip":41,"post_text":43,"what":44,"said":47,"maker_in_thread":131,"shape":133,"grid":137,"attempts":213,"same_week":227,"maker_shows":209,"maker_hidden":256,"reader_version":257,"card":258},"18265074","lip-reading-deeplearning","Lipreading with Deep Learning","title","Show HN: Lipreading with Deep Learning","https:\u002F\u002Fgithub.com\u002Fastorfi\u002Flip-reading-deeplearning","github.com","irsina",1540065131,2018,258,31,115,2155,6,"legend","ai","computer vision lipreading","library",[24,25,26,27,28],"lipreading","deep learning","lip reading","audio visual","cnn","curious",0.091,{"positive":32,"neutral":33,"mixed":34,"critical":35},3,5,0,2,10,{"idea":38,"docs":39,"privacy":40},{"positive":32,"critical":35},{"positive":34,"critical":34},{"positive":34,"critical":34},[33,34,34,34,34,34,34,34,34,34,34,34,34,34,34,42,42,34,34,34,34,33,34,32,33,32,32,34,32,32,34],1,null,{"problem":43,"audience":43,"pricing":43,"motivation":43,"time_to_build":43,"stack":45,"openness":46,"stage":46,"team_size":46},[],"unknown",{"praise":48,"objections":61,"requests":91,"questions":100,"alternatives":112},[49],{"value":50,"source":51,"evidence":52},"Fascinating and potentially useful application such as sign language","commenter",[53,57],{"id":54,"by":55,"text":56},"18265502","meow_mix","This is fascinating. Has anyone considered repurposing this for something like sign language?",{"id":58,"by":59,"text":60},"18265226","Havoc","That's actually a really good application with some real potential for improving lives. High five mate",[62,73,84],{"value":63,"source":51,"evidence":64},"Code matches audio to video rather than recognizing speech, so it isn't really lipreading",[65,69],{"id":66,"by":67,"text":68},"18265923","gok","Maybe I'm misunderstanding the code, but it looks like it's matching audio to video, not actually recognizing speech given a video. That is, it could answer \"does this audio line…",{"id":70,"by":71,"text":72},"18266161","person_of_color","Exactly. How is this \"lipreading\"? Clickbait.",{"value":74,"source":51,"evidence":75},"Ethical and weaponization concerns about surveillance uses",[76,80],{"id":77,"by":78,"text":79},"18268575","orasis","OK. But WHY? All technology has moral implications. Did you create this to actually help people? Do you care if it is weaponized? Think before you create.",{"id":81,"by":82,"text":83},"18265435","samstave","How many secret efforts are there to accomplish this already for the MIC? I can't imagine that there arent already some Palantir-like efforts to accomplish this. Imagine a REALLY…",{"value":85,"source":51,"evidence":86},"No demonstration video provided",[87],{"id":88,"by":89,"text":90},"18265313","anotheryou","no demonstration video?",[92,96],{"value":93,"source":51,"evidence":94},"Demonstration video",[95],{"id":88,"by":89,"text":90},{"value":97,"source":51,"evidence":98},"Application to sign language",[99],{"id":54,"by":55,"text":56},[101],{"value":102,"source":51,"evidence":103},"Does training need paired audio and mouth video",[104,108],{"id":105,"by":106,"text":107},"18266911","pavs","in order to train doesn't it have to match audio output to a video of mouth movement? Doesn't deep learning imply training on sample result?",{"id":109,"by":110,"text":111},"18266590","derimagia","I didn't take a deep dive of the code but in order to train it's going to need to be fed audio files with the actual video\u002Fmouth shapes\u002Fetc. Essentially it needs it to tell the…",[113,120],{"value":114,"source":51,"evidence":115},"Oxford and DeepMind lipreading video work",[116],{"id":117,"by":118,"text":119},"18265902","ehsankia","Not the same project, but here's one from Oxford + Deepmind: https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=fa5QGremQf8",{"value":121,"source":51,"evidence":122},"Laser microphone and vibration eavesdropping",[123,127],{"id":124,"by":125,"text":126},"18265446","asdfasgasdgasdg","For windows, they already have this, IIUC. You bound a laser beam of the window and measure the vibrations. Random guys can just do this in their garage.…",{"id":128,"by":129,"text":130},"18265463","s_m_t","https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FLaser_microphone",{"comments":34,"answered":34,"key":132},[],{"commenters":134,"max_depth":33,"maker_replies":34,"first_comment_mins":135,"lifespan_hours":136},27,25,30,[138,142,146,149,152,155,157,158,161,164,168,170,172,175,176,178,180,181,182,183,186,189,192,195,198,199,202,204,205,208,211],[139,34,33,140,141,34],"18265466","project\u002Fpositive\u002Fidea","ConfusedDog",[143,34,34,144,145,34],"18265541","other\u002Fneutral\u002Fnone","gliptic",[147,34,34,144,148,34],"18266067","kakarot",[150,34,34,144,151,34],"18267123","lwansbrough",[153,34,34,144,154,34],"18271639","samwyse",[81,42,34,156,82,34],"other\u002Fneutral\u002Fprivacy",[124,42,34,144,125,34],[159,42,34,144,160,34],"18265644","conistonwater",[162,42,34,144,163,34],"18265901","Shish2k",[165,42,34,166,167,34],"18266040","commenter\u002Fneutral\u002Fnone","gugagore",[169,42,34,166,82,34],"18266171",[171,42,34,144,118,34],"18265891",[173,42,34,156,174,34],"18266219","ttul",[128,42,34,144,129,34],[177,42,34,156,148,34],"18266090",[66,35,42,179,67,34],"project\u002Fcritical\u002Fidea",[70,35,42,179,71,34],[109,35,34,166,110,34],[105,35,34,166,106,34],[184,32,34,144,185,34],"18265196","sgt",[187,32,34,144,188,34],"18265209","donohoe",[190,32,33,140,191,34],"18265480","snakeboy",[193,32,34,144,194,34],"18265585","biarity",[54,196,32,197,55,34],4,"project\u002Fneutral\u002Fidea",[58,33,33,140,59,34],[200,33,32,197,201,34],"18265304","PowerfulWizard",[88,18,32,203,89,34],"project\u002Fneutral\u002Fdocs",[117,18,34,144,118,34],[206,18,32,197,207,34],"18266433","hcs",[77,209,32,210,78,34],7,"maker\u002Fneutral\u002Fprivacy",[212,209,34,144,78,34],"18269100",[214,217,220,223,224],{"id":215,"t":216,"points":32,"comments":34},"14782764",1500223222,{"id":218,"t":219,"points":35,"comments":34},"15170756",1504557933,{"id":221,"t":222,"points":35,"comments":34},"15206009",1504943760,{"id":4,"t":12,"points":14,"comments":15},{"id":225,"t":226,"points":32,"comments":42},"18315653",1540647812,[228,233,238,243,248,252],{"id":229,"name":230,"points":231,"category":232},"18284910","Websites in 2018",595,"creative",{"id":234,"name":235,"points":236,"category":237},"18291302","Ultimate Plumber",484,"dev_tools",{"id":239,"name":240,"points":241,"category":242},"18258971","After Interview",306,"productivity",{"id":244,"name":245,"points":246,"category":247},"18294007","Relica",132,"infrastructure",{"id":249,"name":250,"points":251,"category":242},"18249424","Meeting Stats",127,{"id":253,"name":254,"points":255,"category":247},"18266668","txPDF",93,false,"v2",{"id":259,"name":5,"line":6,"ai":256,"cat":20,"year":13,"points":14,"comments":15,"rec":29,"s":260,"top":18,"kw":261,"maker":11,"domain":10,"tier":19,"attempts":33,"strip":262,"url":9,"mix":263,"praise":50,"objection":63,"sub":21},18265074,0.09,[24,25,26,27,28],"5000000000000001100005035330330",[32,33,34,35],1794036570698]