Glow-TTS Monotonic alignment
Glow-TTS bụ ihe atụ ederede gaa na-okwu nke na-amụta ịhazi ederede n'okwu n'onwe ya site na iji aghụghọ ọchụchọ mara nkọ, na-ewepụ mkpa maka nhazi dị iche.
Nchịkọta
It matters because it makes training simpler and synthesis fast and parallel.
Ime miri emi
Glow-TTS, nke Kim na ndị ọrụ ibe webatara na 2020, na-ewepụta mel-spectrogram site na ederede site na iji decoder dabere na usoro ntinye n'ime ya akpọrọ Monotonic Alignment Search (MAS). Sistemu TTS gara aga dị ka Tacotron 2 jiri nlebara anya kpebie nke mkpụrụedemede ederede dabara nke etiti ọdịyo, mana nlebara anya nwere ike ịwụpụ okwu, kwughachi ha, ma ọ bụ mebie ahịrịokwu dị ogologo. Glow-TTS kama ọ na-eche na nhazi ga-abụrịrị monotonic (a na-agụ ederede site n'aka ekpe gaa n'aka nri) yana n'ụdị (maapụ akara ederede ọ bụla ka ọ dịkarịa ala otu etiti). Ọ na-eji mmemme siri ike chọta nke kachasị dị otú ahụ n'oge ọzụzụ, mgbe ahụ, onye amụma oge dị ntakịrị na-amụta imepụtaghachi ya na ntinye. Nke a na-ewepụta ọgbọ okwu siri ike, na-adakọ, na njikwa okwu.
Nghọta nka nka
MAS na-emeso nhazi dị ka ịchọta ụzọ monotonic kachasị elu nke nwere ike ime site na matriks na-ede akara ederede ọ bụla megide etiti spectrogram ọ bụla, jiri mmemme siri ike dozie dịka Viterbi decoding. N'ihi na ihe ngbanwe bụ usoro na-emezigharị, ihe nlereanya a na-agbakọ data ziri ezi, yabụ MAS nwere ike bulite ohere ahụ ozugbo ka ọ dị mma. Na ntinye, ọ nweghị ọchụchọ achọrọ: oge amụma amụma na-ewepụta ọnụọgụ freeị nke ọ bụla gafere, na ọsọ na-aga n'otu n'otu.
Mmetụta atụmatụ
Nweta na iru
Ọ na-eme ka nnweta ya dịkwuo mma site na ndegharị, ịkọ akụkọ, na ntụgharị olu.
Ọnụ ego na mmefu ego
Ndị otu mgbasa ozi nwere ike ibubata ọdịyo a na-egbu maramara ngwa ngwa site na iji obere mmefu ego.
Ọsọ na ọnụ ọgụgụ
Sistemụ na-eche ihu ndị ahịa nwere ike hazie mkparịta ụka n'ọtụtụ buru ibu.
Ọdịnihu nke Glow-TTS Monotonic alignment
Echiche ngbanwe monotonic nke Glow-TTS malitere ugbu a na-akwado ọtụtụ sistemụ ọgbara ọhụrụ na-anaghị akwụ ụgwọ, gụnyere VITS, nke jikọtara ya na ụda olu maka ọgbọ na-efegharị efegharị na njedebe. Na-atụ anya ka a na-aga n'ihu iji nhazi ike ụdị MAS n'asụsụ ndị nwere obere akụrụngwa, ụda ngwa na ngwa, yana okwu enwere ike ịchịkwa ebe ogologo oge, ụda, na pacing ga-edezi nke ọma. Mgbasa ozi na TTS dakọtara na-agbasawanye na-agbaziri maapụ ederede-na-frame a dị ọcha maka nkwụsi ike.
Mmejuputa n'ezie n'ụwa
Ọzụzụ onye na-agụ akwụkwọ ọdịyo siri ike nke na-awụlighị ma ọ bụ na-ekwughachi okwu na paragraf dị ogologo
Na-eme ka usoro nhazi nke ndị enyemaka olu mepere emepe dabere na VITS na ndị na-agụ ihuenyo
Iwulite TTS nwere ike ijikwa ebe ị gbatịa ma ọ bụ kpakọba ogologo oge ekwentị maka ịkpọpụta ngwa ngwa, doro anya na ngwa mmụta asụsụ.
Na-amụpụta dataset okwu sịntetik maka asụsụ ndị dị ala ebe data ejikọtara aka dị ụkọ
Ihe ize ndụ & okporo ụzọ nche
Iji olu eme ihe na ihe egwu mpụta ga-abawanye mgbe nkwenye na-efu.
Izi ezi nwere ike ịdaba n'ofe ụda olu, olumba ma ọ bụ gburugburu mkpọtụ.
Enwere ike imehie ọdịyo sịntetik dị ka ezigbo okwu na-enweghị akara doro anya.
Map mmejuputa
Nweta nkwenye doro anya maka ijide olu, imechi, na ijigharị.
Nwale ogo n'ofe ndị na-ekwu okwu dị iche iche yana ọnọdụ ndabere.
Kọwaa mgbe mmadụ ga-enyocha ma ọ bụ kwado nsonye.
Deba aha ọdịyo sịntetik ma debe ndekọ ihe ndekọ maka ịza ajụjụ.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
FastPitch Pitch-TTS nwere ike ịchịkwa
Ajụjụ a na-ajụkarị
What is Glow-TTS Monotonic Alignment?
Glow-TTS bụ ihe atụ ederede gaa na-okwu nke na-amụta ịhazi ederede n'okwu n'onwe ya site na iji aghụghọ ọchụchọ mara nkọ, na-ewepụ mkpa maka nhazi dị iche. Ọ dị mkpa n'ihi na ọ na-eme ka ọzụzụ dị mfe na njikọ ngwa ngwa na nke yiri ya.
Kedu nsogbu na TTS dabere na Glow-TTS chọrọ idozi?
Nlebara anya nwere ike mebie na ntinye ogologo, na-ebute okwu awụsara ma ọ bụ ugboro ugboro; Glow-TTS na-amanye ngbanwe monotonic iji zere nke a.
Kedu ihe MAS pụtara na Glow-TTS?
MAS bụ Monotonic Alignment Search, usoro mmemme na-agbanwe agbanwe nke na-achọpụta nhazi ederede-na-frame kacha mma.
Gini mere nkwekorita a choro ka o buru monotonic?
Okwu na-agụ ederede n'usoro, ya mere nhazi ahụ ga-agarịrị n'ihu na ederede ka oge na-aga.
Kedu ụdị decoder ka Glow-TTS na-eji emepụta spectrograms?
Glow-TTS na-eji ihe ndozi dabere na eruba, nke na-enye ohere na MAS nwere ike ịbawanye n'usoro.
N'oge ntinye, kedu ka Glow-TTS si ekpebi ogologo oge akara ederede ọ bụla ga-adị?
MAS dị mkpa naanị na ọzụzụ; onye amụma ogologo oge mmụta na-enye ọnụ ọgụgụ etiti-token na ntinye aka, na-enye ọgbọ ndị yiri ya.