Normalisasioŋu mbind ngir wax
Normalisation text mooy jéego bi njëkk biy binndaat mbind mu ñor mu nekk kàddu yuñ wax bu baax balaa sistemu kàddu bi diko wax.
Résumé
It is what turns '$5' into 'five dollars' and '12/5/2024' into a spoken date, and getting it wrong is one of the most jarring TTS failures.
Plongeur bu xóot
Bind yi dañu fees dell ak kàddu yu wuute ak yuñ miin: nimero, devise, bis, waxtu, abreviations, URL, ak ay màndarga yu kenn mënul waxe ci anam wu leer. Normalisation text (muy luñu koy woowe TN front-end) dafay yaatal lii ci seen forme verbalized suko defee model bi ci suuf xam limu wara wax - '$5' nekk 'juroomi dolaar,' 'Dr.' nekkaat 'doktër' wala 'dawal' lepp di aju ci muy tekki, te 'IV' mën nekk 'ñeent,' 'intravenous,' wala arafu 'I-V.' Sistem yi fi yàgg a nekk dañuy jëfandikoo ay sàrt yuñ bind ak loxo ak ay transducteur fini-état pondéré (WFSTs), te wóor nañu te mën nañu leen saytu. Xeetu liggéey yu bees yi dañuy jëfandikoo xeetu neuronal yu toppalante, waaye TN neural bu sell mën na jur njuumte yu bon (wax nimero bu jaarul yoon), moo tax sistemu defar yi dañuy faral di jëfandikoo jëmmal hybrid ak sàrt yu melni guardrails. Context-sensitivity mooy wàll wi gëna tar: benn token bi dafay wax ci anam wu wuute, lépp di aju ci li ko wër.
Gis-gis xarala
Normalisation classique dafay njëkka tokenise ak xaaj token bu nekk ci benn class semiotik (kardinal, desimal, bis, xaalis, natt, abreviation), ginaaw ga mu jëfandikoo benn verbalizer bu nekk ci class bi, ñu koy faral di tabax ni transducer bu am pondération bu gaaw te mën nañu ko saytu bu baax. Token yu leerul dañu leen di dindi ci jëfandikoo contexte local ak pàccu kàddu. Sistem neuronal ak hybrid dañu koy kaadre ni bind-ci-bind waaye dañuy tënk génne yi - ci misaal, muur grammaire yi wala 'tagging ba noppi yaatal' - ngir moytu njuumte yu ñu dul nangu lu melni jàng benn at ni nimero telefon.
njeextalu pexe
Dugg ak yegg
Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat.
Njëgg ak budget
Ekipu mejaa yi mën nañu yónnee audio bu leer ci anam wu gëna gaaw te seen xaalis gëna néew.
Gaawaay ak yaatuwaay
Sistem yiy jàkkarloo ak kiliyaan bi mën nañu def waxtaan ci anam wu gëna yaatu.
Ëlëgu Normalisation Texte ngir Wax
Normalisation mingi jubal ci neural-ak-regle hybrids yuy tëye kaaraange grammer yu am njeexte ci di jëfandikoo ay model yuñ jàng ngir saafara jafe-jafe yi, boole ci ay modeli làkk yu yaatu yuy jëflante ak mbind yu jaxasoo, yu dëggu ak làkk yu bari benn yoon. Gëstu bi dafay xoole ci dindi njuumti yi 'ñu mënul defaraat' ak ci TN yu bari làkk, fu nimero, bis, ak devise wuute lool. Bi nga xamee ni TTS end-to-end dafay xëcci fonction front-end yu bari, xaar normalisation des ci anam wuñu mëna saytu, mën nañu ko saytu ndax njuumte yi fi dañu fës lool te dañuy njëg.
Doxal ci àdduna dëgg
Lire '$1,250.50' ak baat bu kawe ni 'juroom ñaari téemeeri ak juróom fukki dolaar ak juróom fukki santim' ci kàddu assistant bànk.
Yaatal abréviasion yi ngir 'St.' ñu koy woowe 'mbedd' wala 'seen' liko aju ci muy tekki ci laajtu navigation bi.
Bindal bis yi, waxtu yi ak nimero telefon yi ci anam wu jaar yoon ci almanak bi ak ci aplikaasioŋu fàttalikaay yi.
Soppi ay màndarga ak ay yunit yu melni '5 km' wala '%' ci kàddu yuñ wax ngir jàngat ekraŋ yi ak jumtukaayi yombal jëfandikoo gi.
Risk yi ak balustrade yi
Jëfandikoo baat ci anam wu jaarul yoon ak niru ak nit dafay gëna yokk sudee nanguwul.
Jaar-jaar mën na wàññeeku ci aksan yi, dialect yi wala barab yu bari xumbaay.
Audio synthetik mën nañu ko jaawale ak wax ju dëggu sudee amul etiket bu leer.
Roadmap ngir samp gi
Wutal ndigal bu leer ngir jàpp baat bi, klone ko ak jëfandikoowaat ko.
Saytu kalite ci kàddukat yu bari ak anam yu bari ci ginaaw.
Mandargal kañ la nit wara xoolaat wala nangu ay génne.
Etiketu audio synthetik te nga denc dokimaa ci fimu bawoo ngir mëna lim.
Weyal di banneexu
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Gis bi ci topp
Text ngir wax
Laaj yi ñuy faral di laaj
What is Text Normalization for Speech?
Normalisation text mooy jéego bi njëkk biy binndaat mbind mu ñor mu nekk kàddu yuñ wax bu baax balaa sistemu kàddu bi diko wax. Mooy soppi '$5' ci 'juroomi dolaar' ak '12/5/2024' ci bis buñu wax, te juum ci loolu bokk na ci njuumte TTS yi gëna jarring.
Lan mooy njëkka def normalisasioŋ text ngir wax?
Normalisation dafay yaatal ay jeton yu amul benn standard lu ci melni nimero, bis, ak abreviations ci seen jëmmu wax buñ wax laataa ñuy synthese.
naka lay def ba sistem bu baax mëna normalisee '$5' ngir wax?
Devise dafay laaj nga raññewaat ak wax màndarga bi, kon '$5' dañu koy wax 'juróomi dolaar,' du cammoñ dem ndeyjoor.
Lu tax ñuy normalise ab token bu mel ni 'Dr.' wala 'IV' lu jaxasoo?
'Dr.' mën nekk 'doktër' wala 'dawal' ak 'IV' mën nekk 'ñeent,' 'intravenous,' wala araf yi - context bi mooy wane verbalisation bu jaar yoon.
Ban xaralay cosaan lañu gëna jëfandikoo ngir defar ay sàrti normalisasioŋ yu wóor te ñu mëna saytu?
WFSTs encode grammer yuñ defaree loxo te gaaw te mën nañu ko saytu bu baax, moo tax ñu yàgg a tànn ngir defar TN.
Lan moo waral sistemu defar yi di moytu normalisasioŋ bind neural bu seer?
TN neural bu amul benn tënk mën na defar ay génne yu wóorul waaye yu baaxul (lu melni, lim bu jaarul yoon), kon sàrt yi dañuy nekk ay guardrails ci sistem hybrid.