DDSP Synthesis Maqalka Kala Duwan
DDSP (Habitaanka Calaamadaha Dijital ah ee Kala Duwan) waxay ku fidaa dhismayaasha synthesizer-ka caadiga ah ee shabakadaha neerfaha, markaa barashada qoto dheer waxay si toos ah u xakameyn kartaa oscillators iyo filtarrada.
Dulmar
It produces strikingly natural, controllable instrument sounds with tiny models and little data.
quusid qoto dheer
DDSP, waxaa soo bandhigay Google kooxda Magenta sanadka 2020, waxay dib uga fakaraysaa jiilka maqalka neural. Halkii ay shabakadu saadaalin lahayd muunado maqal cayriin ah midba mar (sida WaveNet) ama pixels of spectrogram, DDSP waxay samaysaa qaybaha DSP-dhaqameedka - oscillator-ka isku-dhafan ee isku-dhafan, soo-dhaliyaha dhawaaqa la sifeeyay, iyo reverb - la kala saari karo. Taas macnaheedu waa gradients iyaga dhex qulquli karaan inta lagu jiro tababarka, sidaas darteed shabakad yar oo neerfaha ah waxay barataa inay soo saarto calaamadaha xakamaynta la tarjumi karo: dhawaaqa aasaasiga ah, guud ahaan qaylada, iyo baaxadda daraasiin iswaafajin ah waqti ka dib. Qalab-sameeyaha ayaa markaa ka dhigaya codka dhabta ah ee kantarooladan. Sababtoo ah fiisigiska dhawaaqa waxaa lagu dubay qaab dhismeedka halkii laga baran lahaa xoq, DDSP waxay ku guulaysataa tayo sare leh oo leh qiyaaso aad u yar iyo tusaalooyin tababar, waxayna u ogolaataa isticmaalayaasha inay si madaxbanaan u maamulaan garoonka, qaylada, iyo timbre - xitaa samaynta wareejinta timbre, sida samaynta codka heesa sida violin.
Aragtida Farsamada
Xudunta udub dhexaad u ah qaabaynta qaabaynta muuqaalka: bangiga oscillator-ka iswaafajinta wuxuu soo saaraa wadarta mowjadaha sinaha ee isku dhufashada isugeynta inta jeer ee aasaasiga ah, halka dariiqa goonida ah uu sifeeyo sanqadha cad ee neefsiga iyo textures inharmonic. Shabakadda neerfaha waligeed si toos ah uma soo saarto maqal - waxay soo saartaa cabbirada kontoroolka waqtiga-kala duwan (f0, qaylada, qaybinta iswaafajinta, shaandhada shaandhada). Tababarku waxa uu isticmaalaa khasaare kala duwan oo cabbirro kala duwan leh marka la barbar dhigo maqal la soo saaray iyo la beegsaday dhawr cabbir oo FFT ah, kaas oo ku adag kala duwanaanshaha wejiga.
Saamaynta Istiraatijiyadeed
Helitaanka iyo gaarsiinta
Waxay wanaajisaa marin u helida iyada oo loo marayo qoraal-qorid, sheeko, iyo is-dhexgalyo cod.
Qiimaha iyo miisaaniyada
Kooxaha warbaahintu waxay ku soo rari karaan codka sifaysan si degdeg ah iyagoo wata miisaaniyado yaryar.
Xawaaraha iyo miisaanka
Nidaamyada u jeedda macmiisha waxay ka baaraandegi karaan isdhexgalka hadalka si weyn.
Mustaqbalka DDSP Kala-duwanaanta Maqalka Kala Duwan
DDSP waxay riixaysaa wakhtiga-dhabta ah, qalabka neerfaha ee hooseeya iyo saamaynta maqalka ee ku shaqeeya qalabka fudud, oo ay ku jiraan browser-ka iyo qalabka ku-xidhan. Koontaroolkeeda la tarjumi karo ayaa ka dhigaya mid ku habboon aaladaha waxqabadka muujinta iyo isku-dhafka isku-dhafka ah halkaasoo fannaaniintu ay si toos ah u garaacaan timbre. Cilmi-baadhayaashu waxay fidinta fikradda-DSP-ga lagu kala duwanaan karo qaabaynta jireed, acoustics qolka, iyo silsiladaha wax soo saarka maqalka oo buuxa, isku dhafka xakamaynta habka calaamadaha caadiga ah iyo xaqiiqada barashada qoto dheer ee abuurista muusikada iyo naqshadaynta codka.
Dhaqangelinta Adduunka-dhabta ah
Qalabka wareejinta timbre ee qaata laxanka la tumay ama lagu luuqeeyay oo dib u dhigaya sidii violin, biibiile, ama buun wakhtiga dhabta ah.
Fiidiyowga neural synthesizer plugins oo fannaaniintu ay ku maamulaan garoon dareen leh, qaylo, iyo buro dhalaal.
Sixitaan-sixitaanka iyo soo-celinta muujinta ee qalabka la duubay iyadoo la ilaalinayo tafaasiisha is-waafajinta dabiiciga ah.
Bandhig faneedka is-dhexgalka ee browser-ku-saleysan oo dhaliya dhawaaqa qalabka dhabta ah ee aan lahayn moodooyinka GPU-da culus.
Khatarta & Dariiqyada Ilaalada
Si xun u isticmaalka codka iyo khataraha is-yeelyeelku way kordhaan marka oggolaanshaha la waayo.
Saxnimadu waxay hoos ugu dhici kartaa lahjadaha, lahjadaha, ama jawiga buuqa badan.
Maqalka synthetic waxaa lagu khaldi karaa hadal dhab ah iyada oo aan si cad loo calaamadin.
Qorshe Hawleedka Dhaqangelinta
Hel ogolaansho cad oo ku saabsan qabashada codka, xidhitaanka, iyo dib u isticmaalka
Tijaabi tayada ku hadasha kala duwan iyo xaaladaha asalka.
Qeex marka bani'aadamku ay tahay inuu dib u eego ama oggolaado wax soo saarka.
Ku calaamadee codka synthetic oo xafid diiwaannada la-xisaabtanka.
Sii wad Sahaminta
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Hagaha xiga
Isku-darka Qoraalka ilaa Codka AudioGen
Su'aalaha soo noqnoqda
What is DDSP Differentiable Audio Synthesis?
DDSP (Habitaanka Calaamadaha Dijital ah ee Kala Duwan) waxay ku fidaa dhismayaasha synthesizer-ka caadiga ah ee shabakadaha neerfaha, markaa barashada qoto dheer waxay si toos ah u xakameyn kartaa oscillators iyo filtarrada. Waxay soo saartaa si dabiici ah, codad qalab la kontarooli karo oo leh moodallo yaryar iyo xog yar.
Waa maxay hal-abuurka muhiimka ah ee ka dambeeya DDSP?
DDSP waxay u beddeshaa blocks dhisme synthesizer dhaqameed qaybo la kala saari karo, taasoo u oggolaanaysa shabakada neural inay bartaan inay ku xakameeyaan iyaga oo isticmaalaya dib-u-faafin.
Gudaha DDSP, maxay ka soo saartaa shabakada neerfaha?
Shabakadu waxay saadaalisaa cabbirada kontoroolka waqtiga-kala duwan, iyo synthesizer kala duwanaan karo ayaa ka dhigaya maqalka iyaga - waligeed si toos ah uma soo saarin muunado.
Waa kuwee labada qaybood ee soo saarista dhawaaqa xudunta u ah DDSP's spectral synthesizer?
Oscillator-ka isku-dhafan ee isku-dhafan ayaa soo saara qaybta jaan-go'an, ee is-waafaqsan halka sanqadha la sifeeyay ay ku kordhiso neefta iyo qaab-dhismeed aan is-qarin.
Maxay DDSP ku gaari kartaa tayo sare leh moodooyin yar yar iyo xog yar?
Sababtoo ah qaab-dhismeedka hab-samaynta calaamadaha la yaqaan ayaa lagu dhisay halkii laga baran lahaa xoq, shabakadu aad bay u yar tahay inay bartaan, hagaajinta xogta iyo hufnaanta cabbirka.
Waa maxay shaqada lumin ee DDSP ay isticmaasho si ay u barbar dhigto codka la soo saaray oo si adag loo beegsado?
Isbarbardhigga spectrogram-yada cabbirka ee go'aammo badan waa mid adag marka la eego kala duwanaanshaha wejiga, kaas oo khasaaraha heerka muunad uu la halgamayo.