Ijambo Denoising hamwe na RNNoise
RNNoise numuyoboro muto, wihuta wumuvuduko ukuraho urusaku rwimbere mumvugo mugihe nyacyo.
Incamake
Created by Xiph.Org's Jean-Marc Valin, it pairs classic signal processing with a small recurrent network so it runs on ordinary CPUs and even embedded devices.
Kwibira cyane
RNNoise, yasohotse muri 2017, yagenewe guhagarika urusaku ruke mu guhamagara amajwi. Aho kwiga ibintu byose birangira kugeza ku ndunduro, bigabanya imvugo mubice bigera kuri 22 byerekanwe kumatwi yumuntu (umunzani umeze nka Bark) kandi ikoresha urusobe rwimitsi rusubirwamo hamwe na Gated Recurrent Units kugirango ugereranye inyungu (0 kugeza 1) kuri buri bande kumurongo. Izo nyungu zerekana imirwi yuzuye urusaku mugihe imirwi yiganjemo imvugo idahwitse. Akayunguruzo kayunguruzo gasukura urusaku rusigaye hagati yimvugo yijwi. Moderi yose ifite uburemere bugera ku 85.000, ikora byihuse kuruta igihe nyacyo kuri CPU imwe, kandi ni isoko ifunguye munsi yimpushya za BSD, niyo mpamvu yinjijwe mumishinga nka Opus codec ecosystem, Mumble, na Studio ya OBS.
Ubushishozi
Igishushanyo cyingenzi cyo guhitamo ni ugukora ku nyungu za bande zunguka aho kuba ibinini bitagaragara. Muguhanura ~ 22 gusa byunguka agaciro kumurongo, umuyoboro wa GRU ukomeza kuba muto kandi ukirinda ibihangano byumuziki-urusaku bisanzwe muburyo bwa kera bwo gukuramo-gukuramo. Ibikoresho byakozwe n'intoki (ingufu za bande, igihe cyigihe, guhuza ikibanza) kugaburira umuyoboro, guhuza ubumenyi bwa DSP no kwiga. Ijwi ryihariye-ibikorwa bisohoka bifasha amarembo yunguka mugihe cyiza-urusaku.
Ingaruka z'Ingamba
Kugera no kugera
Itezimbere kugerwaho binyuze mu kwandukura, kuvuga, no guhuza amajwi.
Igiciro na bije
Amatsinda yibitangazamakuru arashobora kohereza amajwi yihuse hamwe na bije nto.
Umuvuduko n'igipimo
Sisitemu ireba abakiriya irashobora gutunganya imikoranire ivugwa murwego runini.
Ejo hazaza h'amagambo Denoising hamwe na RNNoise
RNNoise yahumekeye umuraba wumurimo woroheje wigihe-cyo kongera ibikorwa; ubushakashatsi bwabasimbuye (PercepNet, DeepFilterNet) butera ireme ryiza mugihe ingengo yimari ya CPU ari nto. Witege ko abadashaka kwinjirira mu matwi, ibyuma bifata amajwi, hamwe na chipi ziterana, guhuza hamwe no guhagarika echo no gutesha agaciro, no gukoresha intego zo gushishoza ndetse no kubyara. Imvange ya DSP-yongeyeho-ntoya-rezo ya resept ikomeza kuba ingirakamaro ahantu hose ubukererwe buke, imbaraga nke, hamwe nisoko ryimpushya zitangwa kuruta ubunini bwikitegererezo.
Gushyira mu bikorwa Isi
Kurwanya clavier clater hamwe nabafana hum mugihe cyo guhamagara kuri porogaramu zihuza RNNoise.
Kwoza mikoro ya streamer muri OBS Studio ukoresheje muri RNNoise urusaku-rwo guhagarika urusaku.
Kunoza kumvikana kuganira kumajwi mumikino hamwe nibikoresho bya VoIP nka Mumble kubikoresho bidafite imbaraga.
Gutegura urusaku rwumwanya wafashwe amajwi kuburyo hasi yo kumenyekanisha imvugo ibona ibimenyetso bisukuye.
Ingaruka & Kurinda
Gukoresha nabi amajwi no kwigira ibyago byiyongera mugihe uruhushya rubuze.
Ukuri kurashobora kugabanuka hejuru yimvugo, imvugo, cyangwa urusaku rwibidukikije.
Amajwi yubukorikori arashobora kwibeshya kumvugo yukuri nta kirango gisobanutse.
Igishushanyo mbonera
Shaka uruhushya rusobanutse rwo gufata amajwi, gukoroniza, no gukoresha.
Ikizamini cyiza mubiganiro bitandukanye hamwe nuburyo bwimbere.
Sobanura igihe umuntu agomba gusuzuma cyangwa kwemeza ibisubizo.
Andika amajwi yubukorikori kandi ugumane inyandiko zerekana kubazwa.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
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Ibibazo bikunze kubazwa
What is Speech Denoising with RNNoise?
RNNoise numuyoboro muto, wihuta wumuvuduko ukuraho urusaku rwimbere mumvugo mugihe nyacyo. Byakozwe na Xiph.Org's Jean-Marc Valin, bihuza uburyo bwo gutangiza ibimenyetso bya classique hamwe numuyoboro muto ugaruka kuburyo ikora kuri CPU isanzwe ndetse ikanashyiramo ibikoresho.
Niki RNNoise iteganya mbere na buri kintu kigufi cyamajwi?
RNNoise igereranya inyungu kuri buri tsinda ryerekana urusaku rwiganjemo urusaku mu gihe ruzigama imvugo yiganjemo, aho gukora kuri buri kintu cyose.
Ni ubuhe bwoko bw'urusobe rw'imitsi rufite ishingiro rya RNNoise?
RNNoise ikoresha urusobekerane rusubirwamo rwimitsi rwubatswe hamwe na Gated Recurrent Units, ruha kwibuka byigihe gito mugihe gito.
Kuki RNNoise ikoresha imirongo ya perceptual frequency aho gukoresha ibibabi bibisi?
Guteganya inyungu zitsinda ~ 22 gusa bituma urusobe ruba ruto, rwihuta, kandi ntirukunze gukorerwa ibihangano byumuziki-urusaku rwibasiye uburyo bwa bin.
Hafi ya moderi ya RNNoise ingana iki?
RNNoise ifite gahunda yuburemere bwa 85.000, ntoya bihagije kugirango ikore byihuse kuruta igihe nyacyo kumurongo umwe wa CPU.
Ni uruhe ruhare rwo gushungura ikibuga muri RNNoise?
Akayunguruzo / akayunguruzo gakoresha imiterere ihuza imvugo yumvikana kugirango uhagarike urusaku rwicaye hagati yimiterere, rwuzuza inyungu zitsinda.