Incamake
Parallel WaveGAN nijwi ryihuta ryijwi rihindura mel-spectrogramu muburyo bwamajwi mbisi ikoresheje GAN ntoya, ikabyara icyarimwe icyarimwe. Nibyingenzi kuko itanga hafi-nyayo-nyayo, ireme-mvugo nziza hamwe na moderi yoroheje.
Iringaniza WaveGAN Vocoder yicaye mubikorwa byamajwi-AI bihindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru.
Kwibira cyane
Ijwi ni icyiciro cya nyuma cyumuyoboro wa TTS: ihindura ikarita yerekana imiterere ya acoustic (mubisanzwe mel-spectrogramu) mumajwi nyirizina wumva. Parallel WaveGAN, yatanzwe na Yamamoto, Indirimbo, na Kim muri 2019, ibikora hamwe na generator yo mu bwoko bwa WaveNet idahwitse yatojwe nkumuyoboro uhanganye. Aho guhanura icyitegererezo kimwe cyamajwi icyarimwe nka WaveNet yumwimerere, itanga imiterere yose yumurongo ugereranije, bigatuma yihuta cyane. Ibyingenzi byingenzi bihuza igihombo cyo guhangana nigisubizo cyigihe gito cyo guhinduka kwa Fourier (STFT), bityo moderi ihuye nikimenyetso nyacyo mugihe kinini nubunzani. Igisubizo ni generator ntoya (ibipimo bya miriyoni 1,4) ikora inshuro nyinshi kurenza igihe nyacyo kuri GPU.
Ubushishozi
Imashini itanga umuyoboro mugari wagutse kuri mel-spectrogramu no kwinjiza urusaku, gushushanya urusaku hiyongereyeho ibimenyetso byerekana ingero. Amahugurwa afatanya kugabanya igihombo kinini cya STFT igihombo, ubaze ugereranije ubunini bwa spekrogramu yubunini bwa FFT nuburebure bwa hop, hamwe nigihombo cyo guhangana nivangura rishingiye ku kuri. Ijambo STFT rihamye kandi ryihutisha imyitozo yo guhangana, ifata ibisobanuro byiza byose hamwe nuburyo bugari butagaragara.
Kumenya Kuringaniza WaveGAN Vocoder
Parallel WaveGAN nijwi ryihuta ryijwi rihindura mel-spectrogramu muburyo bwamajwi mbisi ikoresheje GAN ntoya, ikabyara icyarimwe icyarimwe. Nibyingenzi kuko itanga hafi-nyayo-nyayo, ireme-mvugo nziza hamwe na moderi yoroheje. Iringaniza WaveGAN Vocoder yicaye mubikorwa byamajwi-AI bihindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru. Kugirango wubake byimbitse, fata Parallel WaveGAN Vocoder nkicyitegererezo 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 Parallel WaveGAN 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
Ijambo-nyaryo risohoka mumajwi igendanwa abafasha aho ubukererwe nubunini bwikitegererezo bifite akamaro
Gukora nka generator ya generator ihujwe na moderi ya acoustic nka Tacotron 2 cyangwa FastSpeech
Ku gikoresho-cy-inyandiko-ku-bikoresho kubikoresho byoroshye bidashobora kwishingikiriza ku gicu
Sisitemu yo guhindura amajwi yongeye guhinduranya spekrogramu mu majwi asanzwe yumvikana
Uburyo bwo Gushyira mu bikorwa
Iringaniza WaveGAN Vocoder mubikorwa
Ijambo-nyaryo risohoka mumajwi igendanwa abafasha aho ubukererwe nubunini bwikitegererezo bifite akamaro.
Ibihe nyabyo bisohoka mubufasha bwijwi rya terefone igendanwa aho ubukererwe nubunini bwikitegererezo Ikibazo Amakipe akunze kubona ibisubizo byiza mugihe asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Iringaniza WaveGAN Vocoder mubikorwa
Gukora nka generator ya generator ihujwe na moderi ya acoustic nka Tacotron 2 cyangwa FastSpeech.
Gukora nka generator ya generator ihujwe na moderi ya acoustic nka Tacotron 2 cyangwa Amakipe yihuta mubisanzwe abona ibisubizo byiza mugihe basobanuye ibipimo ngenderwaho byimbere, bagakomeza inzira yo kuzamura abantu kubibazo, kandi bagakurikirana inyungu zibyara umusaruro nibiciro byigihe.
Iringaniza WaveGAN Vocoder mubikorwa
Ku gikoresho-cy-inyandiko-ku-bikoresho kubikoresho byoroshye bidashobora kwishingikiriza ku gicu.
Ku gikoresho-cy-inyandiko-ku-bikoresho kubikoresho byifashishwa bidashobora kwishingikiriza ku gicu Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Iringaniza WaveGAN Vocoder mubikorwa
Sisitemu yo guhindura amajwi yongeye guhinduranya spekrogramu mu majwi asanzwe yumvikana.
Sisitemu yo guhindura amajwi yongeye guhinduranya spekrogramu mu majwi asanzwe yumvikana Amajwi Amakipe asanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
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.