Résumé
MelGAN ab vocoder la bu sukkandiko ci GAN buy soppi spectrogram mel yi ci forme onde audio yu ñor ci benn jéego bu gaaw. Dafa am solo ndax dafa wane ni kàddu yu baax, yu amul autoregressive mën nañu daw téemeeri yoon lu gëna gaaw ci GPU.
MelGAN Generative 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
MelGAN, Kumar ak ñeneen ñoo ko dugal. ci 2019, defar na audio te du am loop bu yeex bi WaveNet di jëfandikoo. Generatëram dafay nuru ay convolusioŋ yuñ toxal yuy jël spectrogram mel (80 bande de fréquence) ba ci tolluwaayu échantillonnage audio bi, ak ay bloc yu des yuy jëfandikoo convolusioŋ yu yaatu ngir yaatal barab biy jot. Li gëna am solo ci coppite yi mooy tàggat ak diskriminatër yu bari yuy liggéey ci eskaalu audio yu wuute (forme vague bu njëkk ba ak version yu ñu wàññi), ku nekk di xool palanteer yuy jaxasoo. Benn perte bu méngoo ak man-man dafay méngale tànneefi tànneef yi ci diggante audio dëgg ak fen, di dakkal tàggat GAN. Modèle bi dafa tuuti ci wàllu neural-audio standard te dafay daw lu gëna gaaw ci waxtu dëgg ba ci CPU, moo tax mu mëna jëfandikoo ci aparey biy bind ci kàddu.
Gis-gis xarala
Discriminatëru eskaal yu bari yu MelGAN dafay jëfandikoo ñatti reso yu nuróo di xool audio ci dayo bu mat, genn-wàll ak xaaj, bu nekk di jàpp structure ci ay fréquence yu wuute. Ci anam wu gëna am solo, MelGAN dafa wéeru ci ñàkka méngoo ak màndarga (distance L1 diggante kàrtu màndarga yi ci audio dëgg ak audio buñ defar) moo gën ñàkka am spectrogram bu leer, loolu dafay ñaax generatër bi mu méngoo ak lim audio dëgg layer par layer.
xam Vocoder buy defar MelGAN
MelGAN ab vocoder la bu sukkandiko ci GAN buy soppi spectrogram mel yi ci forme onde audio yu ñor ci benn jéego bu gaaw. Dafa am solo ndax dafa wane ni kàddu yu baax, yu amul autoregressive mën nañu daw téemeeri yoon lu gëna gaaw ci GPU. MelGAN Generative 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 MelGAN Generative 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 MelGAN Generative Vocoder dañuy jàppee kalite, latency, 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
Bind-ci-kaddu ci aparey bi ci assistant mobile fu vocoder bu ndaw te gaaw di moytu tukkib cloud
Tuyo yiy soppi baat ci jamono dëgg, yuy soppi mel-spectrogram u kàddukat bi ci baat biñ bëgga wax
Jumtukaayi jeu ak animation yuy boole waxtaanu personage yi ci spectrogram yuñ defaree ak latency bu néew
Gëstub GANs audio, fu ñuy jëfandikoowaat MelGAN's màndarga-matching loss ngir music ak defar ay efekt son
Modèlu jëfandikoo
Vocoder buy defar MelGAN ci jëf
Bind-ci-kaddu ci biir aparey ci assistant mobile fu vocoder bu ndaw te gaaw di moytu tukkib cloud ak dikk.
Bind-ci-kaddu ci aparey bi ci assistant mobile yi, fu vocoder bu ndaw, gaaw moytu tukki yi ci niir yi. 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.
Vocoder buy defar MelGAN ci jëf
Tuyo yuy soppi baat ci jamono dëgg, yuy soppi mel-spectrogram u kàddukat bi ci baat biñ bëgga wax.
Pipeline yiy soppi baat ci jamono dëgg, yuy soppi mel-spectrogram bu waxkat bi ci baat biñ bëgga am. 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 yi ak njëgu njuumte yi ci diir bu gàtt.
Vocoder buy defar MelGAN ci jëf
Jumtukaayi jeu ak animation yuy boole waxtaanu personage yi ci spectrogram yuñ defaree ak latency bu néew.
Jumtukaayi jeu ak animation yiy boole waxtaanu personage yi ci spectrogram yiñ defar ak latency bu woyof. 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.
Vocoder buy defar MelGAN ci jëf
Gëstub baseline ngir GANs audio, fu ñuy jëfandikoowaat MelGAN's màndarga-matching loss ngir music ak defar ay effet son.
Gëstub baselines ngir GANs audio, fu MelGAN's feature-matching loss jëfandikoowaat ngir music ak son-effet generation 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, ak topp njuréefi 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.