Kode ya Audio
Kode ya majwi ya Neural ikoresha uburyo bwimbitse bwo guhuza amajwi mumigezi mito yerekana ibimenyetso bya disiketi no kuyubaka hamwe n'ubudahemuka bukabije.
Incamake
They both crush bandwidth for calls and streaming and provide the token vocabulary that audio language models speak.
Kwibira cyane
Kode ya majwi ya neural ni encoder-decoder neural net yatojwe guhagarika amajwi no kuyubaka. Kodegisi ihindura umurongo wihishe muburyo bwihishwa, ifoto ya quantizer ifata ibyinjira mubitabo byanditse byanditse bitanga ibimenyetso byihariye, kandi decoder ikubaka imiterere yumurongo. Tekinike yingenzi ni Ibisigisigi bya Vector Quantisation (RVQ), ikoreshwa na __AIU_PROTECTED_11 __ 'Ijwi ryamajwi na __AIU_PROTECTED_13 __' EnCodec: kodegisi nyinshi zashyizwe hamwe, buri kode ikubiyemo ikosa ryasizwe nabambere, kugirango ubashe gucuruza bitrate kubwiza ukoresheje byinshi cyangwa bike. Izi moderi zigera kumiterere ishimishije kuri bitrate nkeya, rimwe na rimwe kilobit nkeya kumasegonda, ikubita codec ya kera nka Opus cyangwa MP3. Byibanze, ibimenyetso byihariye nibyo byerekana nka VALL-E na MusicGen ibyara.
Ubushishozi
RVQ numutima wigishushanyo. Igitabo cyambere kode ifata igereranya rito, kandi buri codebook ikurikira igereranya ikosa risigaye, igatondekanya neza. Amahugurwa ahuza igihombo cyo kwiyubaka, akenshi mugihe cyombi hamwe na domaine yerekanwe, hamwe nivangura rirwanya ituma ibyasohotse byumvikana neza, hiyongereyeho igihombo cyo kwiyemeza gikomeza ibisubizo bya kodegisi hafi yicyanditswe cya codebook. Igisubizo nigisobanuro cyihariye, cyerekanwe muburyo bworoshye kandi bworoshye kubwimpinduka zo hasi kumurongo.
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.
Kazoza ka Codecs ya Neural Audio
Kodegisi iragenda igana kuri bitrate yo hepfo hamwe na codebook nkeya, bigatuma ibimenyetso byamajwi bihendutse kuburugero rwindimi kubyara. Ubushakashatsi burimo gusunika inzira, itinda-ryihuta ryitumanaho ryigihe kandi no kuri codec ihuriweho ikoresha imvugo, umuziki, nijwi rusange muburyo bumwe. Mugihe amajwi yibyara aturika, codec igenda ifatwa nkibimenyetso bisangiwe kumurima wose, bityo kunonosora hano bigenda byinjira muri buri mwandiko-ku-mvugo na moderi yumuziki yubatswe hejuru.
Gushyira mu bikorwa Isi
Gucisha bugufi amajwi ya ultra-hasi-yumurongo wa guhamagara hamwe na porogaramu yuburyo bwa walkie-talkie
Gutanga imiterere yihariye ya VALL-E, AudioLM, na MusicGen itanga
Kubika neza no gutembera neza amajwi meza cyane mugice cya MP3 bitrate
Ijambo-nyaryo ryohereza imvugo murusaku cyangwa imbogamizi zurusobe
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
Free newsletter
Get the daily AI briefing
Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.
One email each weekday. Unsubscribe in one click. We never sell or share your address.
Test yourself
Take the Neural Audio Codecs quiz
Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.
Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation
Ubuyobozi bukurikira
Ijwi rya Stream Neural Codec
Ibibazo bikunze kubazwa
What is Neural Audio Codecs?
Kode ya majwi ya Neural ikoresha uburyo bwimbitse bwo guhuza amajwi mumigezi mito yerekana ibimenyetso bya disiketi no kuyubaka hamwe n'ubudahemuka bukabije. Byombi bisenya umurongo wo guhamagara no gutambuka no gutanga ibimenyetso byerekana imvugo yerekana imvugo yerekana amajwi.
Nibihe bintu bibiri codec yamajwi ikora cyane cyane?
Codec ya neural ni umuyoboro wa encoder-decoder uhuza imiterere yumurongo wibimenyetso byoroshye hanyuma ukongera kubaka amajwi muri bo.
Ni ubuhe buryo bwo kubara ari ingenzi kuri codecs nka SoundStream na EnCodec?
RVQ itondekanya ibitabo byinshi aho buri kodegisi ikosa risigaye ryibanjirije, igafasha ubuziranenge-na bitrate gucuruza.
Mubisigisigi bya Vector Quantisation, buri codebook ikurikirana ikubiyemo iki?
Igitabo cyambere codebook itanga igereranya rito, kandi buri kode ya nyuma igereranya ikosa risigaye, wongeyeho ibisobanuro byiza.
Ni ukubera iki codecs zamajwi zifite akamaro kuri moderi yerekana amajwi?
Ikimenyetso cyihariye cyakozwe na codecs gihinduka amagambo imvugo yerekana amajwi yerekana kandi itanga.
Nigute gukoresha codebooks nyinshi muri codec ya neural bigira ingaruka kumusaruro?
Ongeraho codebooks bizamura bitrate ariko ifata ibisobanuro birambuye, bitezimbere ubudahemuka; ukoresheje ubucuruzi buke ubuziranenge bwo kwikuramo.