Résumé
DDSP (Processing Signal Numérique Différentiel) dafay boole ay bloku tabax synthetiser yu yàgg yi ak reso neuronal yi, suko defee jàng bu xóot bi mëna doxal oscillateur yi ak filtre yi ci saasi. Dafay defar ay son instrument yu yéeme, yuñ mëna saytu, ay model yu ndaw ak ay done yu néew.
DDSP Differentiable Audio Synthesis mingi toog ci biir liggéeyu audio-IA biy soppi kàddu, music, ak son ngir jokkoo, yombal jëfandikoo gi, ak defar media.
Plongeur bu xóot
DDSP, ekipu Magenta bu __AIU_PROTECTED_11_ moo ko dugal ci 2020, mingi xalaat ci defar audio neuronal. Lu moy reso buy wax luy waaja am ci misaali audio yu ñor benn-benn (lu melni WaveNet) wala pixel yu spectrogram, DDSP dafay def DSP yu yàgg yi - oscillateur buy yokk harmonic, generatëru bruit buñ segg, ak reverb - ñu mëna wuute. Loolu dafay tekki ni gradient yi mën nañu ci jaar ci diiru tàggat yaram, suko defee benn reso neuronal bu ndaw jàng génne siñaal yuñ mëna tekki: ton bu am solo bi, kàddu yu kawe yi, ak amplitude yu fukki-fukki armonic ci diir bi. Ginaaw loolu synthetiser bi dafay génne audio bi ci jumtukaay yooyu. Ndax physique bu son bi dafa nekk ci architecture bi moo gën ñu ko jàngee ci noonu, DDSP dafay am kalite bu kawe ak ay paramet yu néew ak misaali tàggat, ba noppi may jëfandikukat yi ñu mëna tànn seen bopp pitch, loudness, ak timbre - ba ci def timbre transfert, melni def baat buy way ni violon.
Gis-gis xarala
Njëggal bi ab sintetiseer la buy modele spectral: ab bànku osilatëru harmonik mooy defar ay onde sinusoïdale ci ay lim yu matt ci fréquence fundamental bi, ci noonu la beneen yoon bu wuute di segg bruit bu weex ngir noyyi ak texture inharmonic. Reseau neuronal bi du musa genne audio ci saasi - dafay genne ay parametru kontre yuy soppiku ci waxtu (f0, kàddu yu kawe, séddaleb harmonic, koeffisientu filtre). Taggat yaram dafay jëfandikoo spectrogram bu bari-scale buy méngale audio biñ defar ak biñ bëgga am ci palanteer yu bari yu FFT, te loolu dafay dëgër ci wuute fase yi.
Mastering DDSP synthese audio différentielle
DDSP (Processing Signal Numérique Différentiel) dafay boole ay bloku tabax synthetiser yu yàgg yi ak reso neuronal yi, suko defee jàng bu xóot bi mëna doxal oscillateur yi ak filtre yi ci saasi. Dafay defar ay son instrument yu yéeme, yuñ mëna saytu, ay model yu ndaw ak ay done yu néew. DDSP Differentiable Audio Synthesis 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 DDSP Differentiable Audio Synthesis 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 DDSP Differentiable Audio Synthesis 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
Jumtukaayi toxal timbre yuy jël melodi buñ humme wala way ba noppi ñu defaraat ko ni violon, flët wala trompet ci saa si.
Plugin synthetiser neuronal yu woyof yi waykat yi di doxalee ci ton, kàddu yu kawe ak butoŋu leeraay yu yomb.
Jubbanti ton ak resynthese expressif ci juntuwaay yiñ enregistre boole ci baña yàq detay harmonic yu natureel yi.
Demo misik interaktiif yu sukkandiko ci nawigatër di defar ay son jumtukaay yu dëggu te amul model GPU yu diis.
Modèlu jëfandikoo
DDSP synthese audio différentiel ci jëf
Jumtukaayi toxal timbre yuy jël melodi buñ humme wala way ba noppi ñu defaraat ko ni violon, flët wala trompet ci saa si.
Jumtukaayi toxal timbre yuy jël melodi bu hummed wala woy ba noppi defaraat ko ni violon, flute, wala trompet ci jamono dëgg. Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee ay threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bi.
DDSP synthese audio différentiel ci jëf
Plugin synthetiser neuronal yu woyof yi waykat yi di doxalee ci ton, kàddu yu kawe ak butoŋu leeraay yu yomb.
Plugins synthesizer neural yu woyof yi waykat yi di doxal ak ton yu yomb, kàddu yu kawe, ak knobs yu leer. 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.
DDSP synthese audio différentiel ci jëf
Jubbanti ton ak resynthese expressif ci juntuwaay yiñ enregistre boole ci baña yàq detay harmonic yu natureel yi.
Pitch-correction ak resynthesis expressif ci jumtukaay yiñ enregistre, boole ci denc ay detay harmonic yu natureel. 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 yi ak njëgu njuumte yi ci diir bi.
DDSP synthese audio différentiel ci jëf
Demo misik interaktiif yu sukkandiko ci nawigatër di defar ay son jumtukaay yu dëggu te amul model GPU yu diis.
Demo musical interactive bu sukkandiko ci navigateur bi defar ay son instrument yu dëggu te amul model GPU yu diis. 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.