Résumé
SoundStream codec audio neuronal la buy tënk kàddu ak music ci bitrate yu woyof lool te baña soppi kalite bi. Dafa am solo ndax dafa raw codec yu yàgg yi melni Opus ci benn bitrate bi te dafay dooleel model audio yu bees yi.
SoundStream Neural Codec mingi toog ci biir ay liggéeyu audio-IA yuy soppi kàddu, music, ak son ngir jokkoo, yombal jëfandikoo gi, ak defar media.
Plongeur bu xóot
Google moo ko dugal ci 2021, SoundStream codec neural la bu mat sëkk, ñu tabaxee ko ci ñatti mbir yuñ boole: encodeur convolutionnel buy soppi forme onde bu ñor ci benn vecteur bu dëgër, vecteur residuel buy soppi vecteur yi (RVQ) defaraat jëmmu vague bi. Dañu ko tàggat ak ñàkka tabaxaat ak discriminateur adversarial bu nuru GAN, kon génne gi dafay nuru lu naturel te baña jege ci lim. Benn ci màndarga yi gëna fës mooy 'scalable' wala tàggat-dropout quantizer: benn model mën na doxal ci bitrate yu tollu ci 3 ba 18 kbps ci jëfandikoo lu gëna bari wala lu néew ay couche quantizer ci inference, te amul benn tàggataat. Ci 3 kbps, dafa gëna am doole Opus ci 12 kbps ci test déglu, jëfandikoo kàddu, music, ak audio général ci benn model bu mëna daw ci jamono dëgg ci CPU bu xarañ.
Gis-gis xarala
Formu vague bi dafay jaar ci ay convolution yu am doole yuy wàññi bu baax, di defar benn embedding ci kadre bu nekk (lu melni 75 kadre/segond). RVQ dafay kode bépp embedding ni stack indices codebook. Bitrate mingi méngoo ak limu kantisatër yi ak bit yi ci téere kode bu nekk. Quantizer dropout dafay dagg stack RVQ bi ci diiru tàggat yaram, di forse codebooks yu njëkk yi ñu yóbbaale leeral yi gëna am solo suko defee codec bi di degrade ci anam wu woyof ci njëg yu gëna néew.
Kodek Neural SoundStream
SoundStream codec audio neuronal la buy tënk kàddu ak music ci bitrate yu woyof lool te baña soppi kalite bi. Dafa am solo ndax dafa raw codec yu yàgg yi melni Opus ci benn bitrate bi te dafay dooleel model audio yu bees yi. SoundStream Neural Codec mingi toog ci biir ay liggéeyu audio-IA yuy soppi kàddu, music, ak son ngir jokkoo, yombal jëfandikoo gi, ak defar media. Ngir tabax xam-xam bu xóot, jàppal SoundStream Neural Codec ni xeetu liggéey, du benn man-man: leeral njariñ yi nga bëgg, leeral xalaat yi, ba noppi 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 SoundStream Neural Codec 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
Komprime woote baat ci ~3 kbps ci noonu mu gëna leer codec yu yàgg yi ci bitrate yu gëna kawe
Defar ay jeton audio yu wuute yuy dundal xeetu AudioLM ak MusicLM
Diffusion audio ci temps réel ci aparey mobile yu am encodage ak decodage ci CPU
Denc wala joxe music ak son ambiant ci anam wu jaar yoon ci benn model buy jëflante ak bépp xeetu ëmbiit
Modèlu jëfandikoo
Codec Neural SoundStream ci jëf
Komprime woote baat ci ~3 kbps ci noonu mu gëna leer codec yu yàgg yi ak bitrate yu gëna kawe.
Compresse woote baat ci ~ 3 kbps ci di sone bu gëna leer codecs legacy ci bitrates yu gëna kawe Teams yi dañuy faral di am njariñ yu gëna baax suñu joxee thresholds yu baax ci kanam, tëye yoon escalation nit ngir jafe-jafe yi, ak topp njuréefi produit ak njëgu njuumte ci diir bi.
Codec Neural SoundStream ci jëf
Defar ay jeton audio yu wuute yuy dundal xeetu AudioLM ak MusicLM yu __AIU_PROTECTED_11_.
Defar ay token audio yu wuute yuy dundal Google's AudioLM ak MusicLM model generatives 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 bi.
Codec Neural SoundStream ci jëf
Streaming audio bu am bandwidth bu woyof ci jamono dëgg ci aparey mobile yu am encodage ak decodage ci CPU bi.
Jamono dëgg-dëgg bandwidth audio streaming ci aparey mobile ak on-CPU encoding ak decoding 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.
Codec Neural SoundStream ci jëf
Denc wala joxe music ak son ambiant ci anam wu jaar yoon ci benn model buy jëflante ak bépp xeetu ëmbiit.
Denc wala joxe music ak son ambient ci anam wu jaar yoon ci benn model buy jëflante ak bépp xeetu ëmbiit. 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.