Ubuyobozi bwa Audio AI

Vocoder ya DiffWave

DiffWave ni ikwirakwizwa rishingiye ku majwi asanisha amajwi mu buryo bwitondewe yerekana urusaku rudasanzwe mu muhengeri, rushingiye kuri mel-spectrogram.

Incamake

DiffWave ni ikwirakwizwa rishingiye ku majwi asanisha amajwi mu buryo bwitondewe yerekana urusaku rudasanzwe mu muhengeri, rushingiye kuri mel-spectrogram. Byazanye moderi yo gukwirakwiza imvugo yizerwa cyane, irwanya GAN na WaveNet nta mahugurwa yo guhangana.

DiffWave Diffusion Vocoder yicaye mubikorwa byamajwi-AI bihindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru.

Kwibira cyane

DiffWave, yatangijwe na Kong n'abandi. muri 2020, ikoresha icyerekezo cyerekana ikwirakwizwa ryicyitegererezo kumajwi mbisi. Mugihe cy'amahugurwa byongera buhoro buhoro urusaku rwa Gaussiya kumurongo usukuye hejuru yintambwe nyinshi, hanyuma wiga umuyoboro wo guhanura no gukuraho urwo rusaku kuri buri ntambwe. Mugihe cyibisekuru bitangirira ku rusaku rwiza kandi bigakora inzira ihindagurika, itondekanye kuri mel-spectrogram, kugirango igarure imvugo isukuye. Uruti rw'umugongo ni umuyoboro udasanzwe, wagutse-uhuza ibitekerezo bisa na WaveNet ariko ugahanura urusaku aho kuba ingero. DiffWave ihuza amajwi akomeye mu bwiza kandi irakomeye, ndetse itanga imvugo yumvikana itagabanijwe hamwe nibisubizo bihamye kubavuga. Igicuruzwa nyamukuru cyihuta ni umuvuduko: naive sampling ikenera intambwe ibihumbi kugeza ku bihumbi, nubwo gahunda yihuse igabanya ibi kugeza kuri bitandatu.

Ubushishozi

DiffWave yiga igipimo cyo gukwirakwiza amakuru mu buryo butaziguye mu guhugura urusobe rwo guhanura urusaku rwongewe ku ntambwe yo gukwirakwiza, ukoresheje intego yoroshye ya L2. Gutoranya bihindura gahunda yurusaku ruhamye, numubare wintambwe ucuruza ubuziranenge bwihuta; abashakashatsi basanze bitondewe gahunda ngufi yintambwe zigera kuri esheshatu zirinda ubudahemuka bwinshi, bihindura inzira yintambwe igihumbi mubintu byegereye ibikorwa bifatika.

Kumenya DiffWave Diffusion Vocoder

DiffWave ni ikwirakwizwa rishingiye ku majwi asanisha amajwi mu buryo bwitondewe yerekana urusaku rudasanzwe mu muhengeri, rushingiye kuri mel-spectrogram. Byazanye moderi yo gukwirakwiza imvugo yizerwa cyane, irwanya GAN na WaveNet nta mahugurwa yo guhangana. DiffWave Diffusion Vocoder yicaye mubikorwa byamajwi-AI bihindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru. Kugirango wubake byimbitse, fata Vocoder ya DiffWave 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 DiffWave Diffusion Vocoder ifata 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.

Kazoza ka DiffWave Diffusion Vocoder

DiffWave yatangije amajwi ya diffuzione hamwe nabasimbuye byihuse nka PriorGrad na FastDiff igabanya intambwe zibarwa. Umwanya urimo guhuriza hamwe kubuhanga no guhora-bigezweho bigamije gutoranya intambwe imwe yo gukwirakwiza, kuziba icyuho cyihuta hamwe nijwi rya GAN mugihe gikomeza imyitozo ihamye kandi ikomeye. Tegereza ibitekerezo byo gukwirakwiza gukwirakwira cyane muri muzika, codecs ya neural, hamwe na majwi yisi yose aho uburyo bwo gukwirakwiza ibintu bifite akamaro.

Gushyira mu bikorwa Isi

Kwizerwa cyane neural text-to-imvugo inyuma birangira birinda imyitozo ya GAN idahindagurika

Imvugo itagabanijwe kubyara amakuru yo kongera amakuru nubushakashatsi bwamajwi

Speaker-robust ijwi synthesis aho icyitegererezo kimwe gikora amajwi menshi buri gihe

Ikizamini cyihuse-cyitegererezo cyo gukwirakwiza ubushakashatsi, ukoresheje ingengabihe ngufi y'amajwi kumajwi-nyayo

Uburyo bwo Gushyira mu bikorwa

DiffWave Diffusion Vocoder mubikorwa

Kwizerwa cyane neural text-to-imvugo inyuma birangira birinda imyitozo ya GAN idahindagurika.

Kwizerwa kwinshi kwimyandikire yinyandiko-y-imvugo yinyuma yirinda imyitozo ya GAN idahwitse Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.

DiffWave Diffusion Vocoder mubikorwa

Imvugo itagabanijwe kubyara amakuru yo kongera amakuru nubushakashatsi bwamajwi.

Amagambo atagabanijwe kubyara amakuru yo kongera amakuru hamwe nubushakashatsi bwamajwi Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.

DiffWave Diffusion Vocoder mubikorwa

Speaker-robust ijwi synthesis aho icyitegererezo kimwe gikora amajwi menshi buri gihe.

Speaker-robust ijwi synthesis aho icyitegererezo kimwe gikora amajwi menshi buri gihe Amakipe akunze kubona ibisubizo byiza mugihe asobanuye ibipimo byimbere imbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.

DiffWave Diffusion Vocoder mubikorwa

Ikizamini cyihuse-cyitegererezo cyo gukwirakwiza ubushakashatsi, ukoresheje ingengabihe ngufi y'amajwi kumajwi-nyayo.

Ikizamini cyakorewe ubushakashatsi bwihuse bwogukwirakwiza, gukoresha gahunda yurusaku rugufi mugihe nyacyo cyamajwi Amakipe asanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.

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