IA ci jàngu bët yi ak xàmmee kàddu yi
Xamme kàddu gi ñuy xool dafay jëfandikoo IA ngir jàng bët yi, di wax luy waaja am ci gémmiñu nit, kaax, ak kanamam, yenn saa mu amul benn audio.
Résumé
It matters for noisy environments, accessibility, and combining with sound for more robust speech recognition.
Plongeur bu xóot
Liggéeyu bët lu jafe la ci nit ñi sax ndax son yu bari dañuy nuru ci bët yi. Ci misaal, son /p/, /b/, ak /m/ dañuy nekk benn 'viseme' buñu mëna ràññee ci gis-gis, kon contexte bi dafay am solo. Royuwaayi juntuwaay yu bees yu mel ni Google DeepMind's LipNet ak sistem yu mujju yi 'Seetaan, Teewlu ak Bind' ñungi jàng ni ñuy xaymaa toppalante widewo bu gémmiñ ci ay araf mbaa baat, yenn saa muy raw li ñuy jàng ci bëtëm nit ñi ci ay done yu ñuy jëfandikoo. Sistem yi gëna am doole ñooy audio-visuel yi: dañuy boole wideo bi ci bët yi ak siñaal audio bi suko defee su bruit bi yàqee son bi, stream visuel bi dafay fees bërëb bi. Performance baa ngi wàññeeku bu baax ndax lumiere bu baaxul, bopp buy wëlbatiku, ay occlusion yu melni loxo wala mask, ak ay oparlër yuñ xamul.
Gis-gis xarala
Benn model buñ miin dafay dagg barab bu sew ci gémmiñ gi, ba noppi mu jaar ci 3D convolutional front end ngir jàpp motif mouvement yu gàtt, daal di topp ci transformateur wala reso recurrent buy modele contexte temporel bu gëna gudd. Dañuy dekode génne gi ci bind ci jëfandikoo CTC wala pexe yu lalu ci toppalante ci toppalante. Audio-visuel fusion dafay boole ñaari anam yi ngir ku nekk mëna dindi ñakk kattan yi ci beneen bi.
njeextalu pexe
Tabax tànneef
Ni ñuy jëmmale aplikaasioŋ bi mooy wane ndax IA dafay gëna baaxal njariñ yi.
Ekip ak def liggéey
Integraasioŋ bu baax ci def liggéey dafay jur njariñu liggéey bu jëfandikukat yi mëna wóolu.
Risk ak kaaraange
Jëfandikoo bu jaar yoon dina wàññi coono coppite ak risku samp gi.
Ëlëgu IA ci jàngu bët yi ak xàmmee kàddu yi
Xaarandil ni liir lip reading dafay gëna bari luñu koy boole ci sistem audio yi, du jumtukaay bu nekk boppam, gëna suqali assistant yu baat yi ak caption ci barab yu am kàddu yu bari. Liggéey baa ngi wéy ci model yu moom seen bopp ci kàddukat yi, dëgër ci leeraay bu néew, ak jëfandikoo ci aparey bi ngir nëbbëtu. Ndax li ñuy jàng ci bët bu nëbbu dafay indi jafe-jafe yu leer ci wàllu wattu, nguur ak sàrti nangu dina ñu mëna tànn fi ñu ko mëna jëfandikoo ni xarala yi ci seen bopp.
Doxal ci àdduna dëgg
Yokkatal dëggug assistant baat ci biir oto bu bari xumbaay wala néeg bu fees nit ci lire bëti oparlër bi ci wetu audio bi
Dimbali ñi ñàkk seen baat ñu mëna wax bu baax ndax dañuy jàng yëngu-yëngu gémmiñ
Yokkateg sous-titre yi ci saa si su mikro bi déggee bruit bu diis ci ginaaw
Càmbaru forensiik wala archive di jéema am waxtaan ci wideo bu noppi wala bu tëju
Risk yi ak balustrade yi
Otomatise procédure bu yàqu mën na yokk jafe-jafe yi fi nekk.
Ekip yi mën nañu otomatise lu ëpp ba noppi dindi àtteb nit ñi.
Kalite mën na wàññeeku sudee duñu wéy di jàngat li ñuy génne.
Roadmap ngir samp gi
Defal kàrt ni liggéey bi di doxee leegi nga ràññee jéego bi gëna am jafe-jafe.
Mandargal barabu saytu nit balaa otomatisasioŋ bu mat sëkk.
Taggat jëfandikukat yi ci ay laaj, yooni eskalaasioŋ ak seeni sàrti kalite.
Toppal njariñu niveau liggéey bi ngir firndeel valeur buy wéy.
Weyal di banneexu
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Gis bi ci topp
Xamme yëg-yëg ci kàddu
Laaj yi ñuy faral di laaj
What is AI in Lip Reading and Visual Speech Recognition?
Xamme kàddu gi ñuy xool dafay jëfandikoo IA ngir jàng bët yi, di wax luy waaja am ci gémmiñu nit, kaax, ak kanamam, yenn saa mu amul benn audio. Dafa am solo ci barab yu bari bruit, yombal jëfandikoo gi, boole ci son ngir gëna mëna xàmmee kàddu.
Luy 'viseme'?
Son yu melni /p/, /b/, ak /m/ dañuy nuru benn viseme ndax gémmiñ gi dafay nuru, moo tax li ñuy jàng ci gémmiñ dafay jaxasoo sudee amul muy tekki.
Lan moo waral model audio-visuel yi di gëna am doole model lip-only wala audio-only?
Fusing wideo ak audio dafay tax modalité bu nekk di kompensaasioŋ beneen bi, suko defee bruit bu am doole buy yàq audio bi mën nañu ko kompensaat ci bët yi.
Lan la 3D convolutionnel bi ci kanam ci modelu jàngu bët di jàppale ci jàpp?
Convolution 3D dafay boole ay kadre yu bari, di wane ni gémmiñ gi di doxee ci diir bu gàtt, du benn nataal bu taxaw.
Ban anam mooy gëna wàññi li ñuy jàng ci bët?
Lépp luy nëbb wala di yàq barabu gémmiñ gi, lu melni occlusion wala lumiere bu baaxul, dafay wàññi bu baax njubte gi.