GUIDE IA Audio

Sous-titre audio

Kapsioŋ audio yi dañuy defar ay frase ci làkk wiñ nàmp di fësal ëmbiitu benn clip audio, lu ci melni 'klaxon saxaar gi dafay yuuxu muy romb barab bu ñuy jàkkarloo.' Dafay boole son ak làkk ngir seetlu, yombal jëfandikoo gi ak xam.

2 simili jàngDañu mujjee yeesal

Plongeur bu xóot

Sous-titre audio (ñu koy faral di woowe sous-titre audio otomatik) wuute na ak xàmmee kàddu: ludul bind kàddu yuñ wax, dafay fësal scene akustik bi yépp, boole ci son yi dul wax, seeni balluwaay, ak seen diggante. Benn model munna genne 'picc yi di yuuxu fekk ndox mi di tuuru ci ginnaaw.' Loolu mooy laaj nga xam mbir yu bari yu am son, ni ñuy doxalee, ak liñu ci bind, ba noppi nga defar frase bu neex te niru ak nit. Références yiñ gëna xam ñooy Clotho ak AudioCaps, ak ay jagleel yu melni CIDEr, SPICE, ak SPIDEr ak FENSE yiñ jagleel audio yi. Liggéey bi dafay jàppale jëfandikukat yu tëx yi ak ñiy dégg bu baax, seetlu audio bu lalu ci ëmbiit li, ak IA multimodal bu gëna riis. Jafe-jafe bi gëna mag mooy génne ay tegtal yu leer te leer ci kàddu yiñ bind ci anam wu jaar yoon.

Gis-gis xarala

Sistem yu bari dañuy jëfandikoo jëmmal enkodeer-dekodeer: enkodeer audio, lu bari CNN buñ tàggat lu melni PANNs wala transformatër bu melni transformatër spectrogram audio, dafay soppi clip bi ci ay embeddings man-man, ak decodeur làkk, lu bari ci transformatër wala modelu làkk buñ defar bu baax, dafay defar baat yooyu ci man-man yi. Tàggat làkku audio bu wuute (CLAP) ak done yu bari yokk nañu bu baax kàddu yi ak jaar yoon, loolu tax ñu mëna def ay kapsioŋ yu jegewul dara.

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 Kaption Audio

Captioning dafay boole ay xeeti làkk audio yu mag yu mëna fësal, tontu laaj yi ci, ak xalaat ci kaw son ci benn sistem. Xaarandil ay tegtal yu gëna riis, gëna gudd, te gëna neexa saytu, boole ci ay detay yu jëm ci jamono ak waxkat bi wala ay yëg-yëg. Modèle yuñ boole mu am audio, bind ak gis-gis dina may jëfandikukat yi ñu laaj son ci waxtaan. Wàññi detay yu baaxul yi ak gëna suqali jagleel evaluation yi méngoo ak xalaatu nit ñi, ñu ngi nekk priorite yu am solo ngir mëna wóolu jëfandikoo gi.

Doxal ci àdduna dëgg

Defar ay mbind yuy tegtal son ambiant ngir seetaankat yu tëx yi ak ñiy dégg bu baax, te baña yam ci ay sous-titre yuy wax rek

Seetug bind bu lalu ci bibliotek yu yaatu suko defee editër yi mëna gis clip yi ci leeralal leen

Etiketu otomatik ak tënk wideo yi ak podcast yi jëfandikukat bi yebbi ngir digle ak indexe

Dimbali jëfandikukat yu am jafe-jafe gis ñu xam li leen wër jaaraleko ci joxe leeral ci son yi leen jege

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

1

Wutal ndigal bu leer ngir jàpp baat bi, klone ko ak jëfandikoowaat ko.

2

Saytu kalite ci kàddukat yu bari ak anam yu bari ci ginaaw.

3

Mandargal kañ la nit wara xoolaat wala nangu ay génne.

4

Etiketu audio synthetik te nga denc dokimaa ci fimu bawoo ngir mëna lim.

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Gis bi ci topp

Kodeku audio neuronal

Laaj yi ñuy faral di laaj

What is Audio Captioning?

Kapsioŋ audio yi dañuy defar ay frase ci làkk wiñ nàmp di fësal ëmbiitu benn clip audio, lu ci melni 'klaxon saxaar gi dafay yuuxu muy romb barab bu ñuy jàkkarloo.' Dafay boole son ak làkk ngir seetlu, yombal jëfandikoo gi ak xam.

Lan moo wuutale sous-titre audio ak xàmmee kàddu yi ci saa si?

Xamme kàddu dafay bind kàddu yi, waaye sous-titre audio dafay defar frase buy fësal son yi ak seen yi, boole ci audio yi dul wax.

Ban peeru done mooy référence standard ngir sous-titre audio?

Clotho ak AudioCaps ñooy xeetu référence yiñ gëna jëfandikoo ngir liggéeyum sous-titre audio otomatik.

Ban architecture la sistem audio yi gëna bari di jëfandikoo?

Encodeur audio dafay soppi clip bi def ko ay embedding, decodeur lakk bi mooy defar caption bi baat par baat, rawatina ci bàyyi xel.

Lan moo waral sous-titre audio am solo ngir yombal jëfandikoo gi?

Captioning dafay joxe son yu am solo yu dul wax, lu melni alarm wala applaudissement, loolu dina may jëfandikukat yu tëx yi ak yu dëgërul dégg ñu gëna riis muy joxe ci sous-titre yu wax kese.

Ci yii, yan ci ñoom mooy jagleel jàngat bi ñuy jëfandikoo ngir sotti audio?

CIDEr (ak SPICE, SPIDEr, ak FENSE) dafay natt kalite mbind mi; ñeneen ñi ñooy melo yi, fréquence yi, wala yunit yu am doole.