Dubawa
Tacotron 2 shine tsarin rubutu-zuwa-ƙarshe daga Google (2017) wanda ke juya rubutun da aka rubuta kai tsaye zuwa mel-spectrogram, wanda muryar murya ta jujjuya zuwa magana mai rai. Ya samar da rikodi na mutane masu kishiyantar sauti akan mahimmin ma'auni.
Tacotron 2 yana zaune a cikin ayyukan audio-AI wanda ke canza magana, kiɗa, da sauti don sadarwa, samun dama, da samar da kafofin watsa labarai.
Zurfafa nutsewa
Tacotron 2 yana da manyan sassa biyu. Na farko, hanyar sadarwa ta jeri-zuwa-jeri tare da kulawa tana karanta haruffan rubutu kuma tana tsinkayar firam ɗin mel-spectrogram ta firam. Mai rikodin rikodin yana juya haruffa zuwa ɓoyayyun wakilci, tsarin kula da wuri mai dacewa yana daidaita rubutu zuwa firam ɗin sauti, kuma na'ura mai jujjuyawar atomatik yana fitar da sifofi yayin da alamar 'tsayawa' ke koya lokacin da furucin ya ƙare. Na biyu, ingantaccen vocoder na WaveNet yana canza wannan mel-spectrogram zuwa danyen igiyar igiyar ruwa. Ta hanyar rarrabuwar matsalar ta wannan hanyar, Tacotron 2 yana koyon prosody, lafazin magana, da taki daga bayanai tare da ƙaramin injiniyan hannu. Ya sami madaidaicin ma'aunin ra'ayi kusa da rikodin ƙwararru, yana mai da shi alamar ƙasa a cikin sautin sauti na halitta da samfuri don TTS na gaba.
Fahimtar Fasaha
mel-spectrogram shine hanyar sadarwa mai wayo tsakanin hanyoyin sadarwa guda biyu: yana da karamci kuma mai sauki ga samfurin kulawa don yin tsinkaya, duk da haka wadatar da mai sauti zai sake gina sauti mai inganci. Hankalin wuri-hankali yana hana gazawar gama gari kamar maimaitawa ko tsallake kalmomi ta yin la'akari da jeri-jefi na baya, da kuma na'ura mai jujjuyawar atomatik tare da alamar tasha koyo yana ba da samfurin damar sarrafa jimloli masu tsayi da kyau.
Yin Karatu a Tacotron 2
Tacotron 2 shine tsarin rubutu-zuwa-ƙarshe daga Google (2017) wanda ke juya rubutun da aka rubuta kai tsaye zuwa mel-spectrogram, wanda muryar murya ta jujjuya zuwa magana mai rai. Ya samar da rikodi na mutane masu kishiyantar sauti akan mahimmin ma'auni. Tacotron 2 yana zaune a cikin ayyukan audio-AI wanda ke canza magana, kiɗa, da sauti don sadarwa, samun dama, da samar da kafofin watsa labarai. Don gina zurfin fahimta, bi Tacotron 2 a matsayin samfurin aiki, ba nau'i ɗaya ba: ayyana sakamakon da ake so, bayyana zato, da kuma raba abin da tsarin zai iya yi da dogara daga abin da har yanzu yana buƙatar yanke hukunci na ƙwararru.
A aikace, ƙungiyoyi masu ƙarfi da ke amfani da Tacotron 2 suna kula da inganci, jinkiri, da yarda a matsayin daidaitattun sassa na dabarun turawa. Suna rubuta ƙayyadaddun ƙa'idodin nasara, gwaji akan bayanan gaskiya da gudanawar aiki, da jujjuyawar bisa ga tsarin gazawar da aka lura maimakon cin nasara na lokaci ɗaya. Wannan shine inda fahimtar ka'idar ta juya zuwa iyawa mai dorewa a cikin samfura, manufofi, da ayyuka.
Yana inganta samun dama ta hanyar rubutu, ba da labari, da mu'amalar murya. A lokaci guda, rashin amfani da murya da haɗarin kwaikwaya yana ƙaruwa lokacin da aka rasa izini. Hanyar da ta fi dacewa ita ce haɗa saurin gwaji tare da horon gudanarwa: gudanar da matukin jirgi, kama shaida, buga rajistan ayyukan yanke shawara, da ci gaba da sabunta abubuwan tsaro kamar yadda halayen ƙira, tsammanin mai amfani, da buƙatun tsari ke tasowa.
Dabarun Tasiri
Yana inganta samun dama ta hanyar rubutu, ba da labari, da mu'amalar murya.
Yana inganta samun dama ta hanyar rubutu, ba da labari, da mu'amalar murya. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Ƙungiyoyin kafofin watsa labaru na iya jigilar sauti mai gogewa cikin sauri tare da ƙaramin kasafin kuɗi.
Ƙungiyoyin kafofin watsa labaru na iya jigilar sauti mai gogewa cikin sauri tare da ƙaramin kasafin kuɗi. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Tsarin fuskantar abokin ciniki na iya aiwatar da hulɗar magana a mafi girman ma'auni.
Tsarin fuskantar abokin ciniki na iya aiwatar da hulɗar magana a mafi girman ma'auni. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Aiwatar da Gaskiyar Duniya
Ƙarfafa sautin sauti na halitta a cikin samfuran rubutu-zuwa-magana da mataimaka na Google
Samar da bayyananniyar labari don littattafan mai jiwuwa da kwasfan fayiloli
Samar da muryoyi don masu karanta allo da software mai isa ga dama
Yin hidima azaman tushen bincike da misalin koyarwa don bututun TTS na jijiyoyi
Hanyoyin Aiwatarwa
Tacotron 2 a aikace
Ƙarfafa sautin sauti na halitta a cikin samfuran rubutu-zuwa-magana da mataimaka na Google.
Ƙarfafa sautin sauti na halitta a cikin samfuran rubutu-zuwa-magana da mataimaka Google Ƙungiyoyi yawanci suna samun sakamako mafi kyau idan suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da kuma bin diddigin nasarorin samarwa da kuma tsadar kurakurai a kan lokaci.
Tacotron 2 a aikace
Samar da bayyananniyar labari don littattafan mai jiwuwa da kwasfan fayiloli.
Ƙirƙirar bayani mai ma'ana don littattafan mai jiwuwa da kwasfan fayiloli Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ingantattun ƙofofin gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da bin duk nasarorin samarwa da tsadar kuskure na tsawon lokaci.
Tacotron 2 a aikace
Samar da muryoyi don masu karanta allo da software mai isa ga dama.
Samar da muryoyi don masu karatun allo da Ƙungiyoyin software masu isa ga yawancin sakamako suna samun sakamako mai kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
Tacotron 2 a aikace
Yin hidima azaman tushen bincike da misalin koyarwa don bututun TTS na jijiyoyi.
Yin hidima a matsayin tushen bincike da misalin koyarwa don bututun TTS na ƙoshin lafiya Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da bin diddigin nasarorin samarwa da ƙimar kuskure akan lokaci.
Hatsari & Tsare-tsare
Rashin amfani da murya da haɗarin kwaikwaya yana ƙaruwa lokacin da aka rasa izini.
Daidaituwa na iya faɗuwa cikin lafuzza, yaruka, ko mahalli masu hayaniya.
Ana iya kuskuren sauti na roba don ingantacciyar magana ba tare da bayyananniyar lakabi ba.
Taswirar Hanya
Sami tabbataccen izini don ɗaukar murya, cloning, da sake amfani.
Sami tabbataccen izini don ɗaukar murya, cloning, da sake amfani. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Gwajin ingantattun masu magana daban-daban da yanayin baya.
Gwajin ingantattun masu magana daban-daban da yanayin baya. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Ƙayyade lokacin da dole ne ɗan adam ya duba ko ya amince da abubuwan da aka fitar.
Ƙayyade lokacin da dole ne ɗan adam ya duba ko ya amince da abubuwan da aka fitar. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Yi lakabin sauti na roba da kuma adana bayanan da aka tabbatar don yin lissafi.
Yi lakabin sauti na roba da kuma adana bayanan da aka tabbatar don yin lissafi. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.