Ubuyobozi bwa Audio AI

Ijambo Denoising hamwe na RNNoise

RNNoise numuyoboro muto, wihuta wumuvuduko ukuraho urusaku rwimbere mumvugo mugihe nyacyo.

Incamake

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.

Imvugo Denoising hamwe na RNNoise yicaye mubikorwa byamajwi-AI bihindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru.

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.

Kumenya kuvuga Denoising hamwe na 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. Imvugo Denoising hamwe na RNNoise yicaye mubikorwa byamajwi-AI bihindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru. Kugira ngo usobanukirwe byimbitse, fata Speech Denoising hamwe na RNNoise nk'icyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.

Mu myitozo, amakipe akomeye akoresha Speech Denoising hamwe na RNNoise bafata ubuziranenge, ubukererwe, no kwemererwa nkibice byingenzi byingamba zo kohereza. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.

Itezimbere kugerwaho binyuze mu kwandukura, kuvuga, no guhuza amajwi. Mugihe kimwe, gukoresha nabi amajwi no kwigira ibyago byiyongera mugihe uruhushya rubuze. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.

Ingaruka z'Ingamba

Itezimbere kugerwaho binyuze mu kwandukura, kuvuga, no guhuza amajwi.

Itezimbere kugerwaho binyuze mu kwandukura, kuvuga, no guhuza amajwi. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.

Amatsinda yibitangazamakuru arashobora kohereza amajwi yihuse hamwe na bije nto.

Amatsinda yibitangazamakuru arashobora kohereza amajwi yihuse hamwe na bije nto. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.

Sisitemu ireba abakiriya irashobora gutunganya imikoranire ivugwa murwego runini.

Sisitemu ireba abakiriya irashobora gutunganya imikoranire ivugwa murwego runini. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.

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.

Uburyo bwo Gushyira mu bikorwa

Vuga Denoising hamwe na RNNoise mubikorwa

Kurwanya clavier clater hamwe nabafana hum mugihe cyo guhamagara kuri porogaramu zihuza RNNoise.

Kurwanya clavier ya clater hamwe nabafana hum mugihe cyo guhamagara kuri porogaramu zihuza Amakipe ya RNNoise ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.

Vuga Denoising hamwe na RNNoise mubikorwa

Kwoza mikoro ya streamer muri OBS Studio ukoresheje muri RNNoise urusaku-rwo guhagarika urusaku.

Kwoza mikoro ya enterineti muri Studio ya OBS ukoresheje muri RNNoise yuzuye urusaku-rwo guhagarika urusaku Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.

Vuga Denoising hamwe na RNNoise mubikorwa

Kunoza kumvikana kuganira kumajwi mumikino hamwe nibikoresho bya VoIP nka Mumble kubikoresho bidafite imbaraga.

Kunoza uburyo bwo kuganira kumajwi mumikino hamwe nibikoresho bya VoIP nka Mumble kumashanyarazi make yamakipe Amakipe asanzwe abona ibisubizo byiza mugihe asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe.

Vuga Denoising hamwe na RNNoise mubikorwa

Gutegura urusaku rwumwanya wafashwe amajwi kuburyo hasi yo kumenyekanisha imvugo ibona ibimenyetso bisukuye.

Gutegura urusaku rwamajwi yafashwe kugirango kumenyekanisha imvugo ibone ibimenyetso bisukuye Amakipe ubusanzwe abona ibisubizo byiza mugihe asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.

Ingaruka & Kurinda

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Gukoresha nabi amajwi no kwigira ibyago byiyongera mugihe uruhushya rubuze.

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Ukuri kurashobora kugabanuka hejuru yimvugo, imvugo, cyangwa urusaku rwibidukikije.

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Amajwi yubukorikori arashobora kwibeshya kumvugo yukuri nta kirango gisobanutse.

Igishushanyo mbonera

1

Shaka uruhushya rusobanutse rwo gufata amajwi, gukoroniza, no gukoresha.

Shaka uruhushya rusobanutse rwo gufata amajwi, gukoroniza, no gukoresha. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.

2

Ikizamini cyiza mubiganiro bitandukanye hamwe nuburyo bwimbere.

Ikizamini cyiza mubiganiro bitandukanye hamwe nuburyo bwimbere. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.

3

Sobanura igihe umuntu agomba gusuzuma cyangwa kwemeza ibisubizo.

Sobanura igihe umuntu agomba gusuzuma cyangwa kwemeza ibisubizo. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.

4

Andika amajwi yubukorikori kandi ugumane inyandiko zerekana kubazwa.

Andika amajwi yubukorikori kandi ugumane inyandiko zerekana kubazwa. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.

Komeza Ubushakashatsi