Résumé
DiffWave vocoder la bu sukkandiko ci diffusion, muy synthesize audio ci di dindi bruit yu bari yi ci forme onde, buñu sukkandikoo ci mel-spectrogram. Dafa indi xeetu diffusion ci wax ju dëggu, di xëccoo GANs ak WaveNet te kenn tàggatul noon.
DiffWave Diffusion Vocoder mingi toog ci biir liggéeyu audio-IA biy soppi kàddu, music, ak son ngir jokkoo, yombal jëfandikoo gi, ak defar media.
Plongeur bu xóot
DiffWave, Kong ak ñeneen ñoo ko dugal. ci 2020, dafay jëfandikoo kaadar modelu diffusion buy dindi bruit ci audio bu ñor. Bu ñuy tàggat, dafay yokk ndànk-ndànk bruit Gaussian ci forme vague bu sell ci jéego yu bari, ginaaw ga mu jàng reso buy seetlu ak dindi bruit boobu ci jéego bu nekk. Ci jamonoy generation dafay tàmbali ci bruit bu sell ba noppi def ci anam wu wuute, ci mel-spectrogram, ngir am kàddu yu sell. Yaxu ndigg la bu amul autoregresif, reso bu yaatu bu nuru WaveNet waaye di wax luy waaja am ci bruit bi moo gën misaal yi. DiffWave méngoo na ak vocoder yu am doole ci kalite, te dafa am doole lool, ba sax génne kàddu yu jaar yoon te amul benn waruwaay, ak njariñ yu méngoo ci waxkat yépp. Li gëna am solo mooy gaawaay bi: sampling naïf mingi soxla ay fukki-fukki jéego wala ay junni jéego, waaye oraaru gaaw yi dañuy dagg lii ci lu néew ci jiroom benn jéego.
Gis-gis xarala
DiffWave dafay jàng gradient bi ci séddaleb done ci anam wu nëbbu ci tàggat ab reso ngir xam luy bruit biy yokk ci jéego diffusion bu bariwul, jëfandikoo objectif L2 bu yomb. Sampling dafay soppi kalendriye bruit buñ tëral, ba noppi limu jéego yi dafay wecci kalite bi ak gaawaay; Gëstukat yi gis nañu ni ay jamono yu gàtt yuñ tànnee bu baax, yu am lu tollu ci 6 jéego, ñooy gëna am njub, ba noppi soppi liggéey bu am junniy jéego, mu nekk lu gëna jege jëfandikoo.
Vocoder diffusion diffwave
DiffWave vocoder la bu sukkandiko ci diffusion, muy synthesize audio ci di dindi bruit yu bari yi ci forme onde, buñu sukkandikoo ci mel-spectrogram. Dafa indi xeetu diffusion ci wax ju dëggu, di xëccoo GANs ak WaveNet te kenn tàggatul noon. DiffWave Diffusion Vocoder mingi toog ci biir liggéeyu audio-IA biy soppi kàddu, music, ak son ngir jokkoo, yombal jëfandikoo gi, ak defar media. Ngir tabax xam-xam bu xóot, jàppal DiffWave Diffusion Vocoder 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 DiffWave Diffusion Vocoder dañuy jàppee kalite, yeexal, ak nangu ni cër yu am solo ci pexem dugal. 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
Fidélité neural bu kawe bind-ci-wax ginaaw bi moytu tàggat GAN bu amul dal
Defar kàddu yu amul benn sartu yokk ay done ak gëstu audio
Synthese baat bu dëgër buy wax, fu benn model mëna jëfandikoo baat yu bari ci anam wu méngoo
Testbed ngir gëstu diffusion sampling bu gaaw, jëfandikoo oraaru bruit yu gàtt ci audio ci jamono dëgg
Modèlu jëfandikoo
Vocoder diffusion DiffWave ci jëf
Fidélite bu kawe neural bind-ci-wax ginaaw bi moytu tàggat GAN bu amul dal.
Fidelite neural text-to-speech back ends yuy moytu tàggat GAN bu amul dal Teams 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.
Vocoder diffusion DiffWave ci jëf
Defar kàddu yu amul benn waruwaay ngir yokk done ak gëstu audio.
Generation diskur bu amul benn waruwaay ngir yokk done ak gëstu audio Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee thresholds kalite ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bi.
Vocoder diffusion DiffWave ci jëf
Synthese baat bu dëgër buy wax, fu benn model mëna jëfandikoo baat yu bari ci anam wu méngoo.
Waxkat-robust baat synthesis fu benn model di jëfandikoo baat yu bari ci anam wu dëppoo. Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee thresholds yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bi.
Vocoder diffusion DiffWave ci jëf
Testbed ngir gëstu diffusion sampling bu gaaw, jëfandikoo oraaru bruit yu gàtt ci audio ci jamono dëgg.
Testbed ngir gëstu diffusion gaaw-sampling, jëfandikoo oraaru bruit yu gàtt ci audio real-time Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee thresholds 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.