OkulandelayoUmhlahlandlela olandelayo
Ikhwalithi Yokwenziwa Kwenkulumo
Umsindo we-AI
UMHLAHLANDLELA WE-AI womsindo
I-AI yezazi ze-Speech-Language Pathologists
I-AI yezazi zezifo zolimi lwenkulumo ihlanganisa izinhlelo zokusebenza zokuqaphela inkulumo nokuhlaziya, amathuluzi akhiqiza izinto zokwelapha ezifana nohlu lwamagama nezindaba, nezinhlelo zokusebenza ezinikeza impendulo ngesikhathi sokuzijwayeza ukusho.
Kuleli khasi4 amaminithi afundiwe
Uhlolojikelele
Lawa mathuluzi anganweba umkhuba wasekhaya futhi anciphise isikhathi sokulungiselela. Kodwa ukuhlaziya okuzenzakalelayo kwenkulumo akuthembeki kancane ekwelapheni kwe-SLP yenkulumo engahlelekile nenegama eliqinile, ngakho ukwahlulela kodokotela kuhlala kumaphakathi.
I-Deep Dive
Ama-SLP asebenzisa i-AI ngezindlela ezintathu eziyinhloko, kanye namaphepha. Okokuqala ukwenza izinto zokwakha. Amamodeli olimi akhiqiza ngokushesha izinhlu zamagama, imisho, izindaba, izimo zenhlalo yomphakathi kanye nokwaziswa kwengxoxo ezingeni elikhethiwe kanye nendikimba ekhethiwe. Okubambekayo ukuthi amamodeli asebenza ngombhalo obhaliwe, hhayi imisindo. Uma ibuzwa amagama aqala ngo-/k/, imodeli ingase ihlanganise 'umbese' noma 'idolobha' ngoba iqala ngohlamvu u-k noma u-c. Icelwe amagama /f/, ingase ishiye ngaphandle 'ifoni.' Udokotela kufanele ahlole lonke uhlu ngefonetiki, aphinde ahlole ubunkimbinkimbi: ukubala kwamagama, lapho umsindo uwela khona egameni, futhi uhlangana. Okwesibili ukuhlaziya inkulumo. Ukuqashelwa kwenkulumo okuzenzakalelayo (ASR) kunganikeza okulotshiweyo kokuqala kwesampula yolimi, futhi amanye amathuluzi alinganisela izilinganiso ezifana nezinga lokukhuluma noma ukumisa isikhashana. Kodwa izinhlelo ze-ASR ziqeqeshwe kakhulu enkulumweni evamile yabantu abadala. Amazinga amaphutha abo akhuphuka kakhulu ezinganeni nakubantu abanenkinga yokukhuluma, i-dysarthria, ukungingiza noma ukuphimisela okuthile. I-ASR ijwayele 'ekulungiseni' amaphutha egameni isikhulumi esilisho. Ingane ethi 'wabbit' ingase ibhalwe ngokuthi 'unogwaja', okufihla lona kanye iphutha olikalayo. I-Project Relate ye-Google kanye Nephrojekthi Yokufinyelela Inkulumo eNyuvesi yase-Illinois izama ukuthuthukisa ukuqashelwa kwenkulumo engavamile ngokuqeqeshwa kuyo. Okwesithathu amathuluzi okuprakthiza. Izinhlelo zokusebenza zokukhuluma zinikeza ngokuprakthiza nokurekhoda, futhi ezinye zinikeza impendulo ezenzakalelayo yokuthi umsindo oqondiwe ubulungile yini. Impendulo ezenzakalelayo ingakhuphula ukuzijwayeza phakathi kwamaseshini, okubalulekile ngoba izimpinda eziningi zisekela ukufunda kwemoto. Kodwa ukunemba kwayo kuyehluka, futhi isignali 'engalungile' ingaqinisa amaphutha. Hlola impendulo yohlelo lokusebenza ngezindlebe zakho ngaphambi kokuthi uyinikeze. I-AI iphinde isize ngomsebenzi wamaphepha: ukubhala imibiko yokuhlola, ukubhala imigomo ye-IEP nokubhala izifinyezo zabazali. Ikhodi Yokuziphatha ye-ASHA isadinga ikhono nokuvikelwa kolwazi lweklayenti, futhi lokho kuhlanganisa noma yini oyilayishayo. Umbono oyiphutha ovamile ukuthi isikolo sokunemba sohlelo lokusebenza siyafana nesinqumo somtholampilo. Yiphoyinti ledatha elilodwa elinomsindo.
I-Strategic Impact
Finyelela futhi ufinyelele
Ithuthukisa ukufinyeleleka ngokuloba, ukulandisa, nezixhumi ezibonakalayo zezwi.
Izindleko kanye nesabelomali
Amaqembu emidiya angathumela umsindo opholishiwe ngokushesha ngamabhajethi amancane.
Isivinini nesikali
Amasistimu abhekene nekhasimende angacubungula ukusebenzelana okukhulunyiwe ngesilinganiso esikhulu.
Ikusasa Le-AI Lodokotela Bezifo Zolimi Lokukhuluma
Ukubona inkulumo engavamile kuyindawo yocwaningo esebenzayo, futhi amaphrojekthi okuqoqwa kwedatha angenza i-ASR isebenziseke kakhulu kubantu abane-dysarthria, izingane nezikhulumi ezinamazwi ngokuhamba kwesikhathi. Impendulo engcono yezinga lefonime ingenza umkhuba wasekhaya uthembeke kakhulu. Ngaphambi kokuthi ithenjwe ekuqaphelweni kwenqubekelaphambili, nokho, izifundo kuyodingeka iqhathanise nabalaleli abaqeqeshiwe. Ukwenza izinto cishe kuzoqhubeka kuba lula njengoba kuvela amathuluzi akhelwe odokotela. Okushintsha le miphumela ibe ukwelashwa okuphumelelayo kusewubuchwepheshe be-SLP kufonetiki, ukuthuthukiswa kolimi kanye nezinjongo zamaklayenti. Amakesi asindayo enza ukuhlola ngokucophelela kubaluleke kakhulu, hhayi ngaphansi.
Ukuqaliswa Komhlaba Wangempela
I-SLP icela i-AI indaba emfushane egcwele ama-initial/s/ okuxutshiwe kumntwana oneminyaka eyisishiyagalolunye othanda ama-dinosaur. Ube esesusa amagama afana 'nesiqiniseko' nelithi 'shukela', lapho uhlamvu u-s lungawenzi umsindo u-/s/.
Udokotela urekhoda isampula yolimi lwamagama angu-50 futhi asebenzise ukuloba okuzenzakalelayo njengokusalungiswa kokuqala. Ulungisa okulotshiweyo ngokulalela, bese ebala ubude benkulumo.
Umuntu omdala one-dysarthria ngemva kokushaywa unhlangothi usebenzisa i-Project Relate ye-Google, efunda ekurekhodweni komsebenzisi, ukuze enze imiyalo yezwi isebenze kangcono ekhaya.
I-SLP yesikole ikhiqiza amakhadi amabili amancane, afana 'nokhiye' kanye 'netiye', enganeni ehamba phambili /k/ kuya ku-/t/. Uziphrinta ngezithombe azozijwayeza ekhaya.
Izingozi & Guardrails
Ukusetshenziswa kabi kwezwi kanye nezingozi zokuzenza ongeyena ziyanda uma imvume ingekho.
Ukunemba kungase kwehle kuzo zonke izinhlobo zokuphimisela, izilimi zesigodi, noma izindawo ezinomsindo.
Umsindo wokwenziwa ungenziwa iphutha njengenkulumo eyiqiniso ngaphandle kokulebula okucacile.
Ukuqalisa Umhlahlandlela
Thola imvume esobala yokuthwebula izwi, ukuhlanganisa, nokusebenzisa kabusha.
Ikhwalithi yokuhlola kuzo zonke izipikha nezimo zangemuva.
Chaza ukuthi kunini lapho umuntu kufanele abuyekeze noma agunyaze okuphumayo.
Lebula umsindo wokwenziwa futhi ugcine amarekhodi atholakalayo ukuze aziphendulele.
Qhubeka Uhlole
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Imibuzo evame ukubuzwa
Iyini i-AI ye-Speech-Language Pathologists?
I-AI yezazi zezifo zolimi lwenkulumo ihlanganisa izinhlelo zokusebenza zokuqaphela inkulumo nokuhlaziya, amathuluzi akhiqiza izinto zokwelapha ezifana nohlu lwamagama nezindaba, nezinhlelo zokusebenza ezinikeza impendulo ngesikhathi sokuzijwayeza ukusho. Lawa mathuluzi anganweba umkhuba wasekhaya futhi anciphise isikhathi sokulungiselela. Kodwa ukuhlaziya okuzenzakalelayo kwenkulumo akuthembeki kancane ekwelapheni kwe-SLP yenkulumo engahlelekile nenegama eliqinile, ngakho ukwahlulela kodokotela kuhlala kumaphakathi.
Kungani uhlu lwe-AI lwe-'/k/ amagama' lungahlanganisa 'ummese' noma 'idolobha'?
Amamodeli acubungula umbhalo obhaliwe, ngakho aqondanisa izinhlamvu ezifana no-k no-c kunomsindo ongu-/k/. Yingakho lonke uhlu ludinga isheke lefonetiki.
Ingane ithi 'wabbit' bese i-ASR ibhala 'unogwaja.' Iyiphi inkinga eboniswayo?
I-ASR yakhelwe ukukhipha igama isikhulumi okungenzeka sasilisho. Lokho kusiza ukubizela kodwa kususa amaphutha enkulumo okudingeka i-SLP iwabone.
Ngokomhlahlandlela, yini i-Google's Project Relate ihlose ukuyenza?
I-Project Relate ifunda enkulumweni yomuntu siqu ukuze ukuqashelwa kusebenze kangcono kubantu abanenkulumo engavamile, efana nomuntu omdala one-dysarthria esibonelweni.
Iyiphi indlela yokwaziswa isigaba sobuchwepheshe esiyincomayo ukuze uthole uhlu lwamagama olunembe kakhudlwana?
I-IPA yenza imisindo ibonakale ukuze ukwazi ukubona amaphutha asekelwe esipelini, futhi eminye imininingwane ilawula ubunkimbinkimbi.
Kungani kufanele ama-SLP ahlole impendulo ezenzakalelayo yohlelo lokusebenza ngezindlebe zawo?
Impendulo ezenzakalelayo inyusa inani lokuphindaphinda kokuphrakthiza, kodwa uma iklomelisa imikhiqizo engalungile iqinisa iphutha.
Qhubeka ufunda
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