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.
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
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.
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.
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.
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.
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.