Résumé
Man-mani Filterbank ak Perceptual Linear Prediction (PLP) anam lañu yu ñuy tënk siñaal kàddu ci ay lim yu am solo yuñ mëna jëfandikoo ngir jàng masin. Dañu am solo ndax dañuy may ñiy xàmmee kàddu yi ñu bàyyi seen xel ci wàll yi nit ñi di dégg ci kàddu yi, ba noppi sànni detay yu amul njariñ.
Filterbank ak PLP Features ñu ngi toog ci biir liggéeyu audio-IA biy soppi kàddu, music, ak son ngir jokkoo, yombal jëfandikoo gi, ak defar media.
Plongeur bu xóot
Ngir soppi audio bu ñor bi mu nekk ay man-man, dañuy xaaj siñaal bi ay kadre yu gàtt ba noppi ñu jaar ci ay filtre yu ñuy jaxasoo ci balansu mel bi, loolu dafay toppandoo sensitivite fréquence bu nopp bi. Bu ñu boole energie bi ci filtre bu nekk, dafay defar màndarga log-mel filtrebank, muy dugal bi gëna am solo ci modelu kàddu yu xóot yi ci jamono jii. PLP, bi Hynek Hermansky defar, dafay yokk yeneen psychoacoustics: dafay jëfandikoo bande critique yu echelu bark, courbe bu am doole buy pondéré fréquence yi ni nopp bi di defee, ak benn compression bu am doole ak doole, su ko defee mu méngoo ak spectre all-pole (modèle ligneaire bu nooy). Lépp soo ko boolee mu am dimensioŋ bu woyof bu dëgër ci diggante waxkat yi ak chaine yi. MFCCs ay cousin yu jege lañu yuy yokk coppite cosine ngir decorrelé génnug filtrebank.
Gis-gis xarala
Xalaat bu am solo bi mooy deformasioŋ perceptuel: hertz lineaire dañu koy remappe ci mel wala balans bark suko defee filtre yi dañu sew ci frequence yu woyof yi, yaatu ci yu kawe yi, méngoo ak dayo cochleaire. PLP's preemphasis bu am kàddu yu tolloo ak compression cube-root dañuy wane ni nopp bi di gisee kàddu yu kawe yi du ligneer. Jéego bu mujj bi ci wax luy waaja am mingi méngoo ak enveloppe spectral bu nooy, di jàpp jëmmu tract vocal bi ci noonu muy dindi armonic ton yiy wuute ci diggante kàddukat yi.
Xam màndarga Filterbank ak PLP
Man-mani Filterbank ak Perceptual Linear Prediction (PLP) anam lañu yu ñuy tënk siñaal kàddu ci ay lim yu am solo yuñ mëna jëfandikoo ngir jàng masin. Dañu am solo ndax dañuy may ñiy xàmmee kàddu yi ñu bàyyi seen xel ci wàll yi nit ñi di dégg ci kàddu yi, ba noppi sànni detay yu amul njariñ. Filterbank ak PLP Features ñu ngi toog ci biir liggéeyu audio-IA biy soppi kàddu, music, ak son ngir jokkoo, yombal jëfandikoo gi, ak defar media. Ngir tabax xam-xam bu xóot, jàppal Filterbank ak PLP Features ni xeetu liggéey, du benn man-man: leeral njariñ yi nga bëgg, leeral xalaat yi, ak tàqale li sistem bi mëna def ci anam wu wóor ak li ba leegi soxla àtteb kàngam.
Ci jëf, ekip yu am doole yiy jëfandikoo Filterbank ak PLP Features dañuy jàppee kalite, latency, ak nangu ni cër yu am solo ci pexem dugal. Dañuy bind kritër yu leer ngir am ndam, natt leen ci done yu dëggu ak def liggéey, ba noppi ñu baamtu ci anamu ñàkka mëna seetlu, du ci benn yoon benchmark wins. Mooy barab bi xam-xam theorie bi di soppiku nekk kàttan buy yàgg ci produit yi, ci politik yi ak ci liggéey yi.
Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat. Ci jamano jooju, risku jëfandikoo Baat bu baaxul ak niru ak nit dafay gëna yokk sudee nanguwul. Xeetu jëf bi gëna dëgër mooy boole gaawaayu jàngat ak disipline nguur: doxal pilote, jàpp firnde, siiwal dogal yi, ak wéy di yeesal kaaraange gi ci anam wi ñuy doxalee, li jëfandikukat bi di xaar, ak sàrti sàrt yi di jëm kanam.
njeextalu pexe
Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat.
Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.
Ekipu mejaa yi mën nañu yónnee audio bu leer ci anam wu gëna gaaw te seen xaalis gëna néew.
Ekipu mejaa yi mën nañu yónnee audio bu leer ci anam wu gëna gaaw te seen xaalis gëna néew. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.
Sistem yiy jàkkarloo ak kiliyaan bi mën nañu def waxtaan ci anam wu gëna yaatu.
Sistem yiy jàkkarloo ak kiliyaan bi mën nañu def waxtaan ci anam wu gëna yaatu. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.
Doxal ci àdduna dëgg
Xayma 40 man-mani filtre log-mel ci kaadar bu nekk ni dugal ci reso neuronal wax-ci-tekst
Jëfandikoo man-mani PLP ci sistemu komandu baat bu dëgër ngir oto
Tuyo yiy xàmmee kàddukat yi lalu ci màndarga spectral yu jaarul yoon
Baatu-caabi yi ñuy gis ci aparey yu néew doole, fu man-mani filtrebank yu dëgër yi wàññi xayma yi
Modèlu jëfandikoo
Filterbank ak PLP ci jëf
Xayma 40 man-mani filtre log-mel ci kaadar bu nekk ni dugal ci reso neuronal wax-ci-tekst.
Xayma 40 log-mel filterbank man-mani ci kaadar bu nekk ni duggal ci reso neuronal wax-ci-tekst Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bi.
Filterbank ak PLP ci jëf
Jëfandikoo man-mani PLP ci sistemu komandu baat bu dëgër ngir oto yi.
Jëfandikoo man-mani PLP ci sistemu komandu baat bu am bruit ngir oto Teams yi dañuy faral di am njariñ yu gëna baax suñu joxee threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bi.
Filterbank ak PLP ci jëf
Tuyo yiy xàmmee kàddukat yi lalu ci màndarga spectral yu jaarul yoon.
Pipelines xàmmee waxkat yi sukkandikoo ci màndarga spectral perceptuelly warped Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bi.
Filterbank ak PLP ci jëf
Spotting baatu-caabi ci aparey yu néew doole, fu man-mani filtrebank yu kompact yi wàññi xayma yi.
Baatu-caabi spotting ci aparey yu néew doole, fu man-mani filtre compact wàññi xayma. Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bi.
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, klone ak jëfandikoowaat.
Wutal ndigal bu leer ngir jàpp baat, klone ak jëfandikoowaat. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppalu génne gi, tëj bërëb bi, ba noppi yokk jëfandikoo gi.
Saytu kalite ci kàddukat yu bari ak anam yu bari ci ginaaw.
Saytu kalite ci kàddukat yu bari ak anam yu bari ci ginaaw. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppalu génne gi, tëj bërëb bi, ba noppi yokk jëfandikoo gi.
Mandargal kañ la nit wara xoolaat wala nangu ay génne.
Mandargal kañ la nit wara xoolaat wala nangu ay génne. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppalu génne gi, tëj bërëb bi, ba noppi yokk jëfandikoo gi.
Etiketu audio synthetik te nga denc dokimaa ci fimu bawoo ngir mëna lim.
Etiketu audio synthetik te nga denc dokimaa ci fimu bawoo ngir mëna lim. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppalu génne gi, tëj bërëb bi, ba noppi yokk jëfandikoo gi.