Ikizamini cyo kumenya amarangamutima: uburyo
Umurimo wo kwita amazina imvugo yo mu maso uhitamo igisubizo mu birindwi, ukoresheje amashusho mashya yakozwe na mudasobwa
Verisiyo ibara amanota: 1 (isoko y'amashusho synthetic-faces-v1)
← Subira ku kizaminiIbyo gipima
Uko izina uwakinnye ahisemo rihura n'icyiciro cy'imvugo kigaragazwa n'amaso yakozwe na mudasobwa kandi adahinduka. Nta cyo bipima ku bwenge bw'amarangamutima, impuhwe cyangwa ubushobozi bwo kubana n'abandi.
Uko gikorwa
Amashusho yose arapakururwa mbere yo gutangira (igihe ntarengwa cyo kuyapakurura ni 20 s). Hari amashusho 21 y'amasura 12 yakozwe na mudasobwa: amarangamutima 6 (ibyishimo, agahinda, uburakari, ubwoba, gutangara, ikizira), buri rimwe rigaragazwa ku rwego 3 (ruciye make, ruciriritse, rukomeye), hiyongereyeho amashusho 3 atagaragaza amarangamutima; uko akurikirana bivangwa kuri buri gerageza hakoreshejwe umubare fatizo. Buri shusho igumaho kugeza utanze igisubizo; hari buto 7 zo guhitamo amazina ziri ahantu hahoraho (urufunguzo 1–7 na rwo rurakora); intera ni 250 ms; nta gisubizo kigaragazwa kandi nta kwimenyereza. Kuvana tab cyangwa idirishya ku rubuga, cyangwa kutagira igisubizo mu minota 10, bihagarika igerageza. Ihuza ryo gusangiza abandi risubiramo amashusho amwe mu rukurikirane rumwe.
Ibipimo fatizo
| Igipimo fatizo | Agaciro |
|---|---|
| Amashusho y'amasura | 21 (18 agaragaza amarangamutima + 3 atayagaragaza) |
| Amasura atandukanye | 12 yakozwe na mudasobwa |
| Amazina y'imvugo | ibyishimo, agahinda, uburakari, ubwoba, gutangara, ikizira, kutagaragaza amarangamutima |
| Ingano y'uko imvugo igaragara | ruciye make, ruciriritse, rukomeye (ishusho 1 kuri buri marangamutima) |
| Intera iri hagati y'ibigeragezwa | 250 ms |
| Igihe ntarengwa kuri buri shusho | 10 min (hanyuma igerageza rigahagarikwa) |
| Ibisubizo bigaragara mu gihe cy'umukino | nta na kimwe |
| Isoko y'amashusho akoreshwa | synthetic-faces-v1 (digest 8bfc9ab828e7450e) |
Uko amanota abarwa
Ukuri = amazina y'imvugo yahujwe neza / 21 × 100 (ijanisha, amanota menshi ni meza). Hanatangwa: ukuri kuri buri cyiciro (amashusho 3 kuri buri cyiciro) no kuri buri ngano y'imvugo (amashusho 6 kuri buri rwego: ruciye make, ruciriritse n'urukomeye; 3 zitagaragaza amarangamutima). Igihe cyo gusubiza kirandikwa ariko ntigihabwa amanota. Ugereranyije n'abandi bakinnyi ugaragazwa nk'urwego ruri munsi y'igisanzwe, rusanzwe cyangwa ruri hejuru, rushingiye ku magerageza ya mbere atashyizweho ibendera y'uburyo bumwe bw'amashusho.
Amategeko agena igerageza ryemewe
Hasabwa kuzuza igerageza ryose ry'ibisubizo 21, buri gisubizo kikaba kimwe mu mazina 7, kandi hagakoreshwa verisiyo y'amashusho urubuga rwakiriye; bitabaye ibyo iryo gerageza ryangwa. Amaperereza yahagaritswe ntahabwa amanota.
Itandukaniro n’igikorwa cy’umwimerere
Imirimo isanzwe ikoresha amafoto y'imvugo abantu berekana nkana, yakuwe mu matsinda y'amashusho yemejwe; ibizamini by'amashusho n'amajwi nka GERT-S bikoresha abantu bagaragaza imvugo mu buryo bugenda, bakoresheje ijwi n'umubiri. Uyu mukino ukoresha amashusho mashya adahinduka yakozwe na mudasobwa, amazina n'ingano by'imvugo yagenewe n'abayakoze ikanagenzurwa n'amaso gusa, ntiyemejwe n'abasuzuma; kuri buri gice hari amashusho make kandi nta gahato k'igihe.
Imbogamizi
Amazina yagenewe imvugo ntiyemejwe, kandi amashusho amwe ashobora gusobanurwa mu buryo butandukanye. Kuba buri gice kigabanyijemo gifite amashusho 3 kugeza kuri 6 bituma agaciro kacyo katizerwa. Ingano y'ishusho n'ubwiza bwa ecran bigira ingaruka ku kubona imvugo zigaragara gacye. Ibyiciro by'imvugo n'amazina yabyo biratandukana mu mico no mu ndimi, kandi kureba mu maso honyine ntibihagije kumenya amarangamutima umuntu afite imbere (Barrett et al., 2019). Gusubiramo amashusho amwe bituma umenyera. Iki si igipimo cyo kwa muganga.
Indimi n’uko zasuzumwe
Amashusho ntashingira ku rurimi; amazina 7 n'amabwiriza byahinduwe mu ndimi zose z'urubuga, bityo igisobanuro cy'izina gishobora guhindukaho gato bitewe n'ururimi.
Uko amabwiriza yasuzumwe, hakurikijwe ururimi
Indimi z’amabwiriza zasohotse zanditswe hano hepfo. Uburyo bwo guhindura: ubuhinduzi bwifashisha imashini, hakoreshejwe igenzura ryikora ry'imiterere y'inyandiko n'imyandikire. Ibyihariye kuri buri rurimi bisobanurwa haruguru; hano nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe.
| Ururimi rw’amabwiriza | Uko isuzuma ryanditswe |
|---|---|
| English | Inyandiko y’umwimerere iri mu Cyongereza. |
| Afaan Oromoo | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Afrikaans | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Akan | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Avañe’ẽ | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Aymar aru | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Azərbaycan dili | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Bahasa Indonesia | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Bahasa Melayu | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Bahsa Acèh | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Bamanankan | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Basa Bali | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Basa Banjar | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Basa Jawa | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Basa Sunda | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Basa Ugi | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Baso Minangkabau | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Bikol | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Bosanski | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Català | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Cebuano | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Čeština | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Chichewa | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| ChiShona | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| chiTumbuka | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Dansk | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Deutsch | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Eesti | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Español | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Eʋegbe | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Filipino | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Français | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Fulfulde | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Galego | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Gĩkũyũ | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Hausa | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Hiligaynon | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Hmoob | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Hrvatski | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Igbo | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Ikinyarwanda | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Ikirundi | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Ilokano | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| isiXhosa | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| isiZulu | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Italiano | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| itsonga | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Kapampangan | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Kiswahili | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Kreyòl ayisyen | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Kurmancî | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Latviešu | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Lietuvių | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Lingála | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Lombard | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Luganda | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Madhurâ | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Magyar | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Malagasy | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Mizo ṭawng | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Naijá | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Napulitano | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Nederlands | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Norsk bokmål | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Oʻzbekcha | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Pangasinan | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Piemontèis | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Polski | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Português | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Română | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Runa simi | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Sardu | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Scots | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Sepedi | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Sesotho | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Setswana | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Shqip | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Sicilianu | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| siSwati | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Slovenčina | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Slovenščina | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Soomaali | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Srpski | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Suomi | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Svenska | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Tâi-gí | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Taqbaylit | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Tiếng Việt | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Tok Pisin | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Tshivenḓa | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Türkçe | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Türkmençe | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Vahcuengh | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Vèneto | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Winaray | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Wolof | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Yorùbá | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Zazakî | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Ελληνικά | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Башҡортса | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Беларуская | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Български | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Кыргызча | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Қазақ тілі | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Македонски | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Монгол | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Нохчийн | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Русский | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Татарча | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Тоҷикӣ | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Українська | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Чӑвашла | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| ქართული | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| Հայերեն | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| עברית | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| ئۇيغۇرچە | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| اردو | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| العربية | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| پښتو | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| پنجابی | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| سنڌي | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| فارسی | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| کٲشُر | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| کوردیی ناوەندی | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| گیلکی | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| مازرونی | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| ትግርኛ | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| አማርኛ | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| अवधी | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| कोंकणी | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| नेपाली | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| बर’ | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| भोजपुरी | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| मराठी | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| मैथिली | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| हिन्दी | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| অসমীয়া | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| বাংলা | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| ਪੰਜਾਬੀ | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| ગુજરાતી | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| ଓଡ଼ିଆ | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| தமிழ் | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| తెలుగు | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| ಕನ್ನಡ | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| ತುಳು | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| മലയാളം | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| සිංහල | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| ꯃꯩꯇꯩꯂꯣꯟ | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| ไทย | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| ລາວ | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| བོད་ཡིག | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| မြန်မာ | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| လိၵ်ႈတႆး | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| ខ្មែរ | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| ᱥᱟᱱᱛᱟᱲᱤ | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| 한국어 | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| 吴语 | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| 日本語 | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| 简体中文 | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| 粵語 | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
| 繁體中文 | Igenzura ryikora ry'imiterere y'inyandiko n'imyandikire; nta suzuma rikozwe n'umuntu uvuga ururimi kavukire ryanditswe. |
Uko wasubira ku nyandiko
Helibrain (2026). Emotion recognition test, v1. https://helibrain.com/emotion-recognition-test/methods
Amateka y’impinduka
· Verisiyo 1 · Inyandiko ya mbere isobanura uburyo bw’igikorwa kiriho ubu cyasohotse.
Inyandiko zifashishijwe
Ekman, P., Sorenson, E. R., & Friesen, W. V. (1969). Pan-cultural elements in facial displays of emotion. Science, 164(3875), 86–88.
https://doi.org/10.1126/science.164.3875.86origin of forced-choice expression labelling
Ekman, P., & Friesen, W. V. (1971). Constants across cultures in the face and emotion. Journal of Personality and Social Psychology, 17(2), 124–129.
https://doi.org/10.1037/h0030377basic-emotion categories
Schlegel, K., & Scherer, K. R. (2016). Introducing a short version of the Geneva Emotion Recognition Test (GERT-S): Psychometric properties and construct validation. Behavior Research Methods, 48(4), 1383–1392.
https://doi.org/10.3758/s13428-015-0646-4validated multimodal emotion recognition test (comparison)
Barrett, L. F., Adolphs, R., Marsella, S., Martinez, A. M., & Pollak, S. D. (2019). Emotional expressions reconsidered: Challenges to inferring emotion from human facial movements. Psychological Science in the Public Interest, 20(1), 1–68.
https://doi.org/10.1177/1529100619832930limits of inferring emotion from faces
Inyandiko isobanura uburyo: CC BY 4.0. Vuga ko ari iya Helibrain kandi ushyiremo umurongo uhuza n’ubu buryo. Amasoko y’amakuru n’ibikoresho by’igikorwa bigumana impushya zabyo; iyi mpushya ireba gusa inyandiko isobanura uburyo.
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