Résumé
RNNoise reso neuronal bu ndaw la, gaaw buy dindi bruit bi ci ginaaw ci kàddu yi ci saa si. Jean-Marc Valin bu Xiph.Org moo ko defar, dafay boole liggéeyum siñaal bu yàgg ak reso bu ndaw buy baaxoo, suko defee mu mëna dox ci CPU yu bari wala sax ci aparey yuñ samp.
Speech Denoising ak RNNoise mingi toog ci liggéeyu audio-IA biy soppi kàddu, music, ak son ngir jokkoo, yombal jëfandikoo gi, ak defar media.
Plongeur bu xóot
RNNoise, miñu génne ci 2017, dañu ko jagleel ngir dindi bruit bu woyof ci woote baat. Du jàng lépp ci njeexte ba ci njeexte, dafay xaaj wax ci lu tollu ci 22 bande fréquence yuñ defaree ci noppu nit (eskaal bu niru ak Bark) ba noppi jëfandikoo reso neuronal buy baamtu ak Gated Recurrent Units ngir xayma njariñ (0 ba 1) ci bande bu nekk ci kaadar bu nekk. Njariñ yooyu dañuy wàññi bande yu bari bruit yi ci noonu lañuy tëye bande yu bari kàddu yi. Benn filtre ton buy mottali dafay raxas bruit bi des ci digganté armoniku kàddu yu am baat. Modèle bi yépp amna lu tollu ci 85,000 diisaay, di daw lu gëna gaaw ci benn core CPU, te source ubbeeku la ci ndigalu BSD, moo tax ñu boole ko ci projet yu melni Opus codec ecosystem, Mumble, ak OBS Studio.
Gis-gis xarala
Tanneef bi gëna am solo mooy liggéey ci njariñu bande perceptuel ci barabu bin spectral yu ñor. Sooy seetlu ~22 valeur gain ci kaadar bu nekk, reso GRU dafay des lu ndaw te moytu musical-bruit artifacts yu bari ci pexe spectral-subtraction yu yàgg yi. Man-mani yiñ defaree loxo (energie band, diiru ton, korrelaasioŋ ton) ñooy dundal reso bi, boole xam-xam DSP ak jàng. Benn gennup bu wuute ci liggéeyu baat bi dafay jàppale gate yi ci jamonoy kadre yu am bruit bu sell.
Jàngale kàddu ak RNNoise
RNNoise reso neuronal bu ndaw la, gaaw buy dindi bruit bi ci ginaaw ci kàddu yi ci saa si. Jean-Marc Valin bu Xiph.Org moo ko defar, dafay boole liggéeyum siñaal bu yàgg ak reso bu ndaw buy baaxoo, suko defee mu mëna dox ci CPU yu bari wala sax ci aparey yuñ samp. Speech Denoising ak RNNoise mingi toog ci liggéeyu audio-IA biy soppi kàddu, music, ak son ngir jokkoo, yombal jëfandikoo gi, ak defar media. Ngir tabax xam-xam bu xóot, jàppal Speech Denoising ak RNNoise ni xeetu liggéey, du benn man-man: leeral njariñ yi nga bëgg, leeral xalaat yi, ak tàqale li sistem bi mëna def ci anam wu wóor ak li ba leegi soxla àtteb kàngam.
Ci jëf, ekip yu am doole yiy jëfandikoo Speech Denoising ak RNNoise dañuy jàppee kalite, latency, ak nangu ni cër yu am solo ci pexem jëfandikoo gi. Dañuy bind kritër yu leer ngir am ndam, natt leen ci done yu dëggu ak def liggéey, ba noppi ñu baamtu ci anamu ñàkka mëna seetlu, du ci benn yoon benchmark wins. Mooy barab bi xam-xam theorie bi di soppiku nekk kàttan buy yàgg ci produit yi, ci politik yi ak ci liggéey yi.
Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat. Ci jamano jooju, risku jëfandikoo Baat bu baaxul ak niru ak nit dafay gëna yokk sudee nanguwul. Xeetu jëf bi gëna dëgër mooy boole gaawaayu jàngat ak disipline nguur: doxal pilote, jàpp firnde, siiwal dogal yi, ak wéy di yeesal kaaraange gi ci anam wi ñuy doxalee, li jëfandikukat bi di xaar, ak sàrti sàrt yi di jëm kanam.
njeextalu pexe
Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat.
Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.
Ekipu mejaa yi mën nañu yónnee audio bu leer ci anam wu gëna gaaw te seen xaalis gëna néew.
Ekipu mejaa yi mën nañu yónnee audio bu leer ci anam wu gëna gaaw te seen xaalis gëna néew. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.
Sistem yiy jàkkarloo ak kiliyaan bi mën nañu def waxtaan ci anam wu gëna yaatu.
Sistem yiy jàkkarloo ak kiliyaan bi mën nañu def waxtaan ci anam wu gëna yaatu. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.
Doxal ci àdduna dëgg
Dakkal klaweer bu klaweer bi ak hum ventilatër bi ci diiru woote wideo ci aplikaasioŋ yiy boole RNNoise.
Raxas mikro streamer ci OBS Studio jaaraleko ci filtre RNNoise biy dindi bruit bi ci biir.
Yokkateg xam-xam waxtaan baat ci jeu yi ak jumtukaayi VoIP yu melni Mumble ci aparey yu néew doole.
Liggéey bu njëkk ci enregistrement yu bari bruit suko defee xàmmee kàddu yi ci suuf am siñaal bu gëna set.
Modèlu jëfandikoo
Denoising wax ak RNNoise ci jëf
Dakkal klaweer bu klaweer bi ak hum ventilatër bi ci diiru woote wideo ci aplikaasioŋ yiy boole RNNoise.
Dakkal clatter klawieer ak fan hum ci jamonoy woote wideo ci apps yiy boole RNNoise Teams dañuy faral di am njariñ yu gëna baax suñu joxee threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ak topp njuréefi produit ak njuumte ci diir bi.
Denoising wax ak RNNoise ci jëf
Raxas mikro streamer ci OBS Studio jaaraleko ci filtre RNNoise biy dindi bruit bi ci biir.
Raxas mikrofonu streamer ci OBS Studio jaaraleko ci filtre RNNoise biy dindi bruit. Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee ay pursàntaasu kalite ci kanam, tëye yoonu eskalaasioŋ nit ngir jafe-jafe yi, ba noppi topp njariñu liggéey bi ak njëgu njuumte yi ci diir bu gàtt.
Denoising wax ak RNNoise ci jëf
Yokkateg xam-xam waxtaan baat ci jeu yi ak jumtukaayi VoIP yu melni Mumble ci aparey yu néew doole.
Yokkateg xam-xam waxtaan baat ci jeu yi ak jumtukaayi VoIP yu melni Mumble ci hardware bu néew doole Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bi.
Denoising wax ak RNNoise ci jëf
Liggéey bu njëkk ci enregistrement yu bari bruit suko defee xàmmee kàddu yi ci suuf am siñaal bu gëna set.
Preprocessing enregistrement yu am bruit ngir xàmmee kàddu yi ci suuf am siñaal bu gëna set. Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bi.
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.
Wutal ndigal bu leer ngir jàpp baat bi, klone ko ak jëfandikoowaat ko. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppali génne gi, tëj bërëb bi, ba noppi nga yaatal jëfandikoo gi.
Saytu kalite ci kàddukat yu bari ak anam yu bari ci ginaaw.
Saytu kalite ci kàddukat yu bari ak anam yu bari ci ginaaw. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppali génne gi, tëj bërëb bi, ba noppi nga yaatal jëfandikoo gi.
Mandargal kañ la nit wara xoolaat wala nangu ay génne.
Mandargal kañ la nit wara xoolaat wala nangu ay génne. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppali génne gi, tëj bërëb bi, ba noppi nga yaatal jëfandikoo gi.
Etiketu audio synthetik te nga denc dokimaa ci fimu bawoo ngir mëna lim.
Etiketu audio synthetik te nga denc dokimaa ci fimu bawoo ngir mëna lim. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppali génne gi, tëj bërëb bi, ba noppi nga yaatal jëfandikoo gi.