DDSP Audio buñ mëna wuutale
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.
Résumé
Dafay defar ay son instrument yu yéeme, yuñ mëna saytu, ay model yu ndaw ak ay done yu néew.
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.
njeextalu pexe
Dugg ak yegg
Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat.
Njëgg ak budget
Ekipu mejaa yi mën nañu yónnee audio bu leer ci anam wu gëna gaaw te seen xaalis gëna néew.
Gaawaay ak yaatuwaay
Sistem yiy jàkkarloo ak kiliyaan bi mën nañu def waxtaan ci anam wu gëna yaatu.
Ëlëgu DDSP synthese audio buñ mëna wuutale
DDSP mingi push ay jumtukaayi neural yu am latency bu woyof ak ay effet audio yuy daw ci hardware yu ndaw, lu ci melni ci biir navigateur ak ci aparey yiñ samp. Kontrol yiñ mëna tekki moo tax mu baax ci jumtukaayi performance ak synthetiseur hybrid yu waykat yi di woo timbre bi ci saasi. Gëstukat yi dañuy yaatal xalaatu DSP buñ mëna wuutale ci modelaasioŋ physique, akustik néeg, ak chaine de production audio yu mat sëkk, boole ci mëna doxal siñaal bu yàgg bi ak xam-xam bu xóot bi ci defar music ak defar son.
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.
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.
Saytu kalite ci kàddukat yu bari ak anam yu bari ci ginaaw.
Mandargal kañ la nit wara xoolaat wala nangu ay génne.
Etiketu audio synthetik te nga denc dokimaa ci fimu bawoo ngir mëna lim.
Weyal di banneexu
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Gis bi ci topp
AudioGen Bind-ci-Odio
Laaj yi ñuy faral di laaj
Luy DDSP synthese audio différentiel?
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.
Lan mooy jéego yu am solo yi ci ginaaw DDSP?
DDSP dafay soppi bloku tabax synthetiser yi ci ay module yuñ mëna wuutale, loolu mooy tax reso neuronal bi jàng ni ñu leen di yoree jaaraleko ci backpropagation.
Ci DDSP, lan la reso neuronal bi di génne?
Reseau bi dafay wax luy waaja am ci diir bi, ba noppi am synthesizer bu wuute buy joxe audio bi ci ñoom - du musa génne ay misaal ci saasi.
Ban ñaari mbir yu am solo yiy defar son la synthetiseur spectral bu DDSP boole?
Osilatëru armonik buy yokk dafay defar wàll wi am ton, ci noonu la bruit biñ segg di yokk noyyig ak texture bu amul armonie.
Lan moo waral DDSP mëna am kalite bu kawe ak ay model yu tuuti ak ay done yu néew?
Ndax xam-xam siñaal-processing structure dañu ko tabax ci biir, duñu ko jàngee ci noonu rek, reso bi amul lu bari lumu wara jàng, gëna baaxal done yi ak parametre yi.
Ban fonction perte la DDSP di jëfandikoo ngir méngale audio biñ defar ak biñ bëgga jëfandikoo?
Tegtale spectrogram magnitude ci resolusioŋ yu bari dafay dëgër ci wuute fase, bi perte ci niveau sample di xeex ak.