Jafe-jafe ngir dindi bruit bu xóot
Defi biy dindi bruit bu xóot bi (DNS) Microsoft-run la buy ñaax gëstukat yi ñu tabax reso neuronal yuy dindi bruit yi ci kàddu yi ci saa si.
Résumé
It set the modern benchmarks that power features like Teams and Zoom noise removal.
Plongeur bu xóot
Microsoft moo ko tëral ci 2020 ba noppi ñu baamtu ko ay at yu bari (ñu bari ci INTERSPEECH ak ICASSP), DNS Challenge jox na ekip yi ay done yu yaatu, yuñ yamale ci kàddu yu sell, clip yu bari bruit, ak enregistrement yu bari bruit yuñ jaxase. Lu gëna am solo mooy, dafa toxal jàngat bi ci math siñaal bu yàgg bu melni PESQ ci poñ yi nit ñi di déglu ak jàng luy waaja am ci kalite bi ñuy gis. Mu yokk itam ci anam yu metti ci àdduna: néeg yuy riir, bruit yu taxawul (bind, xaj, sirene), bruit tonal, ak senaario yuñ personaalise bu benn model wara dindi ku nekk ludul benn waxkat buñ bind. Bi ñu génnee ay done, ay baseline, ak ay test yuñ bokk, loolu moo may lab yi ñu méngale pomme ak pomme ba noppi gaawlu joge ci pexe segg yi dem ci jàng bu xóot biy jeexal kàddu.
Gis-gis xarala
Duggal yi dañuy faral di dundal jëmmu onde bu bari bruit bi ci diir bu gàtt bi Fourier soppi ci reso buy baaxoo wala convolutionnel buy wax luy waaja am masku fréquence temps. Yokk mask bi ak spectre bu bari bruit bi dafay wàññi bin yu bari bruit yi ci noonu lañuy baña bàyyi wax ji ëpp doole, su ko defee STFT bu dëddu bi dafay tabaxaat forme vague bi. Regle yi ci jamono dëgg dañuy tënk latency algorithmic (ci diggu 40 ms) te dañuy laaj ñu def ci sabab, kon model yi mënu ñu xool audio yi ci kanam suñuy setal kaadar bi fi nekk.
njeextalu pexe
Dugg ak yegg
Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat.
Njëgg ak budget
Ekipu mejaa yi mën nañu yónnee audio bu leer ci anam wu gëna gaaw te seen xaalis gëna néew.
Gaawaay ak yaatuwaay
Sistem yiy jàkkarloo ak kiliyaan bi mën nañu def waxtaan ci anam wu gëna yaatu.
Ëlëgu jafe-jafey dakkal bruit bu xóot
Xaarandil ni kaadar bi dafay yaatu ci suppression buñ personaaliseer ak multimodal, fu tànki bët yi wala emprent baat bu waxkat bi di tegtal li nga wara denc. Modèle yi dañuy wàññeeku ngir mëna dox ci aparey yi ngir ay earbuds ak ay aparey ngir dégg, ba noppi 48 kHz bande bu mat dafay nekk standard suko defee music ak frequency yu kawe mëna dundu. Approches generatives yuy resynthesize wax ju sell, du maskeer bruit rek, nekk nañu frontiere buy dox te yenn saa mu jur coow.
Doxal ci àdduna dëgg
Dindi bruit ci ginaaw ci jamono dëgg ci Microsoft Ekip yi ak yeneen aplikaasioŋu woote wideo
Kapte kàddu yu gëna set ci earbuds yi ak casque yi ci jamonoy dem ak dikk wala café yu bari ay nit
Liggéey bu njëkk ci enregistrement yu am bruit balaa transcription wala sous-titre otomatik
Yokkatal xam-xam ci aparey yiy jàppale dégg ak aparey yiy jàppale déglu
Risk yi ak balustrade yi
Jëfandikoo baat ci anam wu jaarul yoon ak niru ak nit dafay gëna yokk sudee nanguwul.
Jaar-jaar mën na wàññeeku ci aksan yi, dialect yi wala barab yu bari xumbaay.
Audio synthetik mën nañu ko jaawale ak wax ju dëggu sudee amul etiket bu leer.
Roadmap ngir samp gi
Wutal ndigal bu leer ngir jàpp baat bi, klone ko ak jëfandikoowaat ko.
Saytu kalite ci kàddukat yu bari ak anam yu bari ci ginaaw.
Mandargal kañ la nit wara xoolaat wala nangu ay génne.
Etiketu audio synthetik te nga denc dokimaa ci fimu bawoo ngir mëna lim.
Weyal di banneexu
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Gis bi ci topp
Jàng bu xóot
Laaj yi ñuy faral di laaj
What is Deep Noise Suppression Challenge?
Defi biy dindi bruit bu xóot bi (DNS) Microsoft-run la buy ñaax gëstukat yi ñu tabax reso neuronal yuy dindi bruit yi ci kàddu yi ci saa si. Dafa taxawal benchmark yu bees yiy dooleel man-mani yu melni Teams ak dindi bruit Zoom.
Ban mbootaay moo tëral Challenge buy tere bruit bu xóot bi (DNS)?
__AIU_AAR_5_ moo ubbi DNS Challenge ci 2020 ba noppi doxal ko ci barab yu melni INTERSPEECH ak ICASSP.
Lan mooy mébetu sistem yiñ tabax ngir DNS Challenge?
Jafe-jafe bi mooy gëna suqali kàddu yi ci jamono dëgg, dindi bruit yi boole ci baña yàq baat kiy wax.
Lan moo waral DNS ci jamono dëgg di tere model yi jëfandikoo kadre audio yu ëlëg?
Waxtaan ci saasi mingi sàkku liggéey bu bariwul lumuy tekki, moo tax model bi mënul jëfandikoo audio bu yàgg ak bu fi nekk kese.
Benn pexem bu ñuy gëna faral di def ci duggal DNS mooy wax luy waaja am 'mask.' Lu mask bi di def?
Masku waxtu-fréquence dañu koy yokk ci spectre bu bari bruit ngir dindi bépp bruit bu ëpp doole ak tëye wax ji.
Ak naka la DNS Challenge soppi anam wi ñuy jàngatee yokkuteg kàddu?
Jafe-jafe bi dafa dem ci test déglu nit ñi ak jàng xam-xam buy wax luy waaja am ci barabu siñaal math kese.