African-African Parallel Sentences
Collection
Collection of sentence pairs or parallel corpus across African Languages for machine translation.
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703 items
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Updated
Dataset Viewer
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1.246537
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Kati olwo nze nfuna ntya enkizo ng'eno, okukyaza nnyina wa Mukama wange?
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Haati Gooftaa kootii gara kootti kan dhuftu ani eenyu? ..........." jechuudhaan ishee galateeffatte.
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1.245447
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21Manya tihakabahoga burangi obu omuntu areeteekateekyeire, kureka abantu bakaba bagamba ebirugire ahari Ruhanga, nibabigambisibwa Mutima Orikwera.
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Raajii dubbachuun takkaa jaalala namaatin hin taane; garuu namoonni Hafuura Qulqulluudhaan geggeeffamanii, wanta Waaqayyo biraa fudhatan dubbataniiru.
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1.245336
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Kyokka ng'abantu abasinga obungi tebalutegeera.
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Hase yeeshee, intooda badani ma yeeshaan raandhiis.
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1.241673
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N'olwekyo olaba, tewaliwo kintu Katonda ky'atasobola kukola.'
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Waqayyoof Waanti Hin Danda'amne Hin Jiru "
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1.241098
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Mazima ddala bulijjo Katonda ayagala abamutya.
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Allaahaan ammo jaalallee warra Isa sodaatuuti.
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1.236141
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Kale ayinza atya okugamba nti, 'Nava mu ggulu?' "
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Yoos akkamitti, 'ani samii irraa gadi bu'e' jedha ree?" jedhan.
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1.228445
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Kati ka tulabe ebyo bye tuyinza okuyigira ku Nuuwa, Dawudi, n'abaweereza ba Katonda abalala abeesiga Yakuwa ne bakola ebirungi.
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Mee gama kanaan, fakkeenya Nohi, Daawitii fi tajaajiltoota Waaqayyoo amanamoo taʼan kaan warra Yihowaatti amanamanii fi tarkaanfii sirrii fudhatanii irraa barumsa maalii akka argannu haa ilaallu.
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1.227333
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Naye tewali n'emu ku zo eyinza okuttibwa nga Kitammwe tamanyi.
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Isaan keessaa tokkoyyuu fedhii Abbaa keessanii malee lafa hin buutu.
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1.221532
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Mazima Mukama omulabiriziwo ayanjuluriza riziki oyo gwaba ayagadde, naawa mu ngeri y'empola (eri omulala) anti mazima yye bulijjo amanyidde ddala ebikwata ku baddube era alaba.
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Eebbahaa wuu u-fidiyaa rizqiga cidduu doono wuuna u-qaddaraa [cidhiidhiyaa cidduu doono] illeen Eebbe addoomadiisa waa oge arkee.
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1.217067
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Ebigambo byaffe bwe bibasomerwa mu bunnyonnyofu (bwabyo), ekyekwaso kyabwe tekiba okugyako bagamba (bweba nga eriyo okuzuukira kale) mukomyewo bakadde baffe (abaafa) mwemuba mwogera mazima.
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"Yeroo keeyyattoonni (aayaatni) Keenya ifa ba'anii isaan irratti dubbifaman, ragaan isaanii [kan ittiin morman], "Yoo kan dhugaa dubbattan taatan abbooti keenya fidaa.
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1.215281
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Omusango gw'akyo gujja, guli kumpi.
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Yeroon isaa ga'eera firdiin dhi'aateera
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1.212507
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Kyokka tewali n'emu egwa ku ttaka nga Kitammwe tamanyi.
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Isaan keessaa tokkoyyuu fedhii Abbaa keessanii malee lafa hin buutu.
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1.210598
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"Omwoyo gwa Yakuwa we guba wabaawo eddembe." - 2 KOL.
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"Bakka hafuurri Yihowaa [jiru] bilisummaan jira." - 2 QOR.
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1.207926
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□ Mbasaba muntegeeze ebikwata ku kuyigirizibwa Baibuli ku bwereere.
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□ Macaafa Qulqulluu qayyabachuu waanan barbaaduuf na haasofsiisaa.
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1.20502
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Oliraba eby'ekivve ebisinga n'ebyo."
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Isaan kana irra kan caalu iyyuu arguuf jirta" jedheen.
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1.204234
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tebazitundamu mapeesa abiri?
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"Simbirroonni lama beessee tokkotti gurguramuu mitii?
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1.204171
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Katonda mulindirire n'okugumikiriza; empisa eno nno tugyetaaga nnyo.
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Waaqni Obsa fi qalbii nuuf haa kennu!
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1.200546
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Yesu yagamba nti, 'Kitammwe ali mu ggulu omusana gwe agwakiza abantu abalungi n'ababi era enkuba ye agitonyeseza abantu abalungi n'ababi.'
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"Waaqa irra kan jirtu abbaa keenyaa... namoota hamootaa fi nama gaarii irratti aduu isaa nii baasa, tolootaa fi cubbamoota irratti bokkaa isaa ni roobsa" (Matt.
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1.199129
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Oluvannyuma, Sitaani yasindika abasajja basatu okugezesa Yobu.
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Yeroo seexanni isa qores Seerota Musee keessaa yeroo sadii caqaseera.
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1.19887
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"Tobatyanga kubanga nze ndi naawe okukuwonya."
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"Egaa ani sii wajjin waanan jiruuf hin sodaatin!
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1.196976
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nayebi ke ozotala nga
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yakkaa akka na ilaallatu nan beeka.
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1.19629
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Netutumira Musa ne Mugandawe (Haruna) nti muteereewo abantu ba mmwe amayumba mu Misiri era mufuule amayumba ga mmwe nga bwolekero nga musaala era muyimirizeewo e sswala era wa amawulire ag'essanyu eri abakkiriza.
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"Muusaa fi obboleessa isaattis: "Isin lachanuu ummata keessaniif Misratti manneen qopheessaa; manneen keessanis iddoo ibaadaa taasisaa; salaatas dhaabaa; mu'uminootas gammachiisi" jechuu wahyii goone."
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1.195551
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eriggya n'ensi empya, obutuukirivu mwe butuula.
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haaraa fi lafa haaraa in uuma,
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1.194478
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Bwetusabira awamu n'abakkiriza abalala, ebivamu biba birungi nnyo.
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Amantoota kan biroo wajjin yeroo kadhanutti, bu'aan isaa baay'ee gaarii ta'a.
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1.193657
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Tewali n'omu ku nsi alinga ye.
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Lafa irratti goonkumaa mootummaa Waaqayyootiin kan wal-fakkaatu hin jiru.
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1.192269
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buli kye munaasabanga mu linnya lyange, ekyo nnaakikolanga,
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Waan kam iyyuu maqaa koon yoo kadhattan ani nan godha.
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1.191445
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Laba bwe kuli okulungi, bwe kusanyusa, Ab'oluganda okutuula awamu nga batabaganye!
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"Ilaa, obboloonni walii wajjin jiraachuun, attam gaaridha, attam namatti tolas!
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1.191319
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14 naye anywa amazzi ago nze ge ndimuwa ennyonta terimulumira ddala emirembe gyonna; naye amazzi ge ndimuwa ganaafuukanga munda mu ye ensulo y'amazzi nga gakulukuta okutuuka ku bulamu obutaggwaawo.
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Yohaannis 4:14 Garuu namni bishaan ani isaaf kennu dhugu kamiyyuu matumaa hin dheebotu; bishaan ani isaaf kennu isa keessatti burqaa bishaanii isa jireenya barbaraatiif burqu ni ta'a."
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1.191313
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Nziwa obulamu obutaggwaawo; tezirizikirizibwa era tewali n'omu alizikwakkula mu mukono gwange.
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Ani jireenya barabaraa isaaniif nan kenna, isaan bara baraan hin badan, namni tokko illee harka koo keessaa isaan hin butatu."
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1.190363
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Noolwekyo olw'obutagulumizibwa nnyo, kyenava nfumitibwa eriggwa mu mubiri, ye mubaka wa Setaani, ankube nneme okugulumizibwa ennyo.
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"Kanaafis ibsamuudhaan ol aantummaan akkan of hin jajne, waraansa foon kootii (waraansa cinaachaa fi dhukkubbii mataa):- innis kan na rakkisu ergamaan Seexanaa naaf kenname, kunis akkan of hin jajneefi.
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1.188541
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Okutwalira awamu, kye kifo ekyawuliddwawo okusinzizaamu.
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Odaan Galma Waaqeffannaati.
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1.188534
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8 Nze mbabatiza na mazzi, naye ye alibabatiza na Mwoyo Mutukuvu."
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8 Ani bishaaniinan isin cuu phe; inni garuu hafuura qulqulluudhaan isin in cuupha" jedhee labse.
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1.188496
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Era bwemba ndwadde, (Allah) yenannyini kumponya . ([18])
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Markaan Bukoodana Isagaa I Caafiya.
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1.188094
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Yesu n'abatunuulira n'abagamba nti Mu bantu ekyo tekiyinzika; naye Katonda ayinza byonna.
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Yesus immoo gara isaanii ilaalee, "namootaaf hin danda'amu, Waaqayyoof garuu akkas miti; Waaqayyoof waanti hundinuu ni danda'ama" jedhe
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1.187406
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Kale, lwaki mwekulumbaliza ku kibiina ky'abantu ba Mukama?"
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jira; isin garuu maaliif waldaa Waaqayyoo irratti ol of qabdu ree?"
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1.18668
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Yesu abagambira ati, "Nanye tindikubagambira ni bushoboraki obwo ndikukoza ebi."
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Yasuus immoo, "Egaa anis kana hundumaa gooftummaa maaliitiin ak kan godhu isinitti hin himu" isaaniin jedhe.
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1.184006
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Naye mmwe muyinza okugenda mu kiseera kyonna we mwagalira.
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Yeroo barbaaddanitti keessaa bahuu ni dandeessu.
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1.183902
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Okusaba Katonda okutuwa magezi n'okutuluŋŋamya.
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Ogummaa fi gaggeeffama akka siif kennuuf Waaqayyoon gaafadhu.
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1.183149
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Bakubuuza gwe (Nabbi Muhammad) ebikwata ku lunaku lw'enkomerero, nti lulibaawo ddi.
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"Waa'ee Guyyaa Qiyaamaa ilaalchise yoom akka dhaabbattu (dhuftu) si gaafatu.
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1.182854
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(trg) ="2"> Ekitundu kino kirimu ebibuuzo by'oyinza okuba nga wali weebuuzizzaako era kiraga w'oyinza okusanga eby'okuddamu mu Bayibuli yo .
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(trg) ="2"> Matadureen kun yaadawwan gaaffii sitti taʼuu dandaʼan kan kaasu siʼa taʼu Macaafa Qulqulluu keerraa deebiisaanii bakka kamitti argachuu akka dandeessu ibsa .
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1.182298
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(trg) ="5"> Ddala Katonda anfaako ?
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(trg) ="5"> Waaqayyo anaaf ni yaadaa ?
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1.181974
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(trg) ="3"> Lwaki abantu babonaabona era ne bafa ?
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(trg) ="3"> Namoonni kan dhiphatanii fi kan duʼan maaliifi ?
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1.1817
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Tulina okumwatulira ebibi byaffe.
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Cubbuu keenya isatti himachuu qabna.
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1.181681
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ab'amawanga mwenna; Era ebika byonna bimutenderezenga.
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Dadkoo dhammuna ha ammaano isaga.
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1.181422
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Katonda edda bwe yayogereranga mu bitundu ebingi ne mu ngeri ennyingi eri bajjajjaffe mu bannabbi,
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'Bara duriitti Waaqayyo si'a baay'ee karaa gara garaatiin raajotaan abboota keenyatti dubbateera.
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1.181071
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Tomanyi nga nnina obuyinza okukuta oba okukukomerera?"
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Gad si dhiisuudhaaf akka ani humna qabu akkasumas si fannisuudhaaf akka ani humna qabu hin beektu moo?" jedheen.
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1.181037
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Temusobola kuba baddu ba Katonda na ba Byabugagga."
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Isinis akkasuma Waaqayyoodhaa fi horiidhaaf hojjechuu hin dandeessan" jedha.
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1.180386
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Amateeka Ekkumi Ge Galuwa?
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Abboommonni kurnan isaan kamiidha?
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1.180282
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ku lusozi, ne babeera eyo ennaku ssatu, okutuusa
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Rakakgaanni salaata maghribaa sadii.
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1.179158
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32 Ataagaana Mwana we ye, naye n'amuwaayo ku lwaffe fenna, era talitugabira bintu byonna wamu naye?
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8:32 "Waaqayyo ilma isaa utuu hin mararsiifatin hunduma keenyaaf dabarsee erga kennee, waan hundumaas immoo ilma isaa wajjin tola nuuf hin kennuu ree?"
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1.178415
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12 Olw'okuba tetutuukiridde, ffenna twonoona.
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12 Mudaa kan qabnu waan taaneef, hundi keenya cubbuu ni raawwanna.
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1.177928
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37 Nkimanyi nti muli bazzukulu ba Ibulayimu.
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37 Ani isin sanyii Abrahaam akka taatan beeka.
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1.177873
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Oku emihigo yâge erhamanyîkana kwo n'enjira zâge zirhayumvikana! 34 Ye ndi okola omanyire enkengero za Nyakasane?
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Akka inni itti murtoo godhu, namni qoree bira hin ga'u! karaa isaas namnni faana dha'ee hin hubatu!
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1.177625
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"Weesigenga Yakuwa era Kolanga Ebirungi"
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"Yihowaatti Amanami, Wanta Gaarii Taʼes Hojjedhu"
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1.177295
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3 2018 _ Ddala Katonda Akufaako?
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3 2018 _ Waaqayyo Siif ni Yaadaa?
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1.176945
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Ku kino okwagala kwa Katonda kw'atwagalamu kwe kwalabikira: Katonda yasindika mu nsi Omwana we omu yekka gw'azaala tube balamu mu ye.
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Waaqayyo akka nuyi isaan jireenya argannuuf, tokkicha ilma isaa gara biyya lafaatti erge;kanaan jaalalli Waaqayyoo nu gidduutti in mul'ate."
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1.176736
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"Laba bwe kiri ekirungi era nga kisanyusa, abooluganda okubeera awamu nga batabaganye.
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"Ilaa, obboloonni walii wajjin jiraachuun, attam gaaridha, attam namatti tolas!
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1.175956
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Ago nno geemazima agava eri Mukama Katondawo, kale tobeeranga mu babuusabuusa.
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Dhugaan (Haqni) Gooftaa kee irraayyi; kanaafu shakkitoota irraa hin ta'in.
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1.175818
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8 Okuwemba okwo tekwava eri oyo abayita.
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8 Taladanu kama iman kan idiin yeedhaya.
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1.175523
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Era bwemba ndwadde, (Allah) yenannyini kumponya . ([18])
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Markaan Bukoodana Isagaa I Caafiya.
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1.175427
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as-salaamu 'alaykum Abu Musa,
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Salaamun 'alaa Muusaa wa
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1.175203
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Era nti mazima ddala abo abatakkiriza lunaku lwa nkomerero twabagerekera ebibonerezo ebiruma ennyo.
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"Isaan Aakhiratti (Jireenya Boodatti) hin amanne immoo adaba laalessaa ta'e isaaniif qopheessinee jirra.
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1.174867
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Katonda edda bwe yayogereranga mu bitundu ebingi ne mu ngeri ennyingi eri bajjajjaffe mu bannabbi,
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"Bara duriitti Waaqayyo si'a baay'ee karaa gara garaatiin raajotaan abboota keenyatti dubbateera.
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1.174453
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Yusufu yataagulwataagulwa awatali kubuusabuusa.
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Waa Yusuf Cusmaan Cabdulle (Yuusuf Shaacir).
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1.174032
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n'amatama gange eri abo abankunyuulako ekirevu.
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Waaniin facaafadhe warra na hoongeeyse,
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1.173954
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40 Naye kati mwagala kunzita, nze omuntu ababuulidde amazima ge nnawulira okuva eri Katonda.+ Kino Ibulayimu teyakikola.
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40Ani dhugicha isan Waaqayyo irraa dhaga'e isinitti himeera; isin garuu ana nama akkasii ajjeesuu barbaaddu; Abrahaam akka kana hin hojjenne.
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1.173544
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naakola ntya okusikira obulamu obutaggwaawo?"
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Jireenya bara baraatti galuudhaaf maal gochuutu anaaf ta'a?" jedhee gaafate.
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1.172282
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"Naye bwe mutaasonyiwenga bantu ebyonoono byabwe, ne Kitammwe taasonyiwenga byonoono byammwe.
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Ha ta'uu malee kan birootiif dhiifama gochuu yoo baatan, abbaan keessa cubbuu keessan dhiifama isini hin godhu.
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1.171884
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Ddala Katonda ayogera gyetuli mu nnaku zino?
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Har'as Waaqayyo nutti dubbataa?
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1.171292
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Kandi baliija baina mubiri gwa mulingo ki?"
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Yommuu duʼaa kaʼan hoo qaama akkamii qabaatu?" jedha taʼa.
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1.171272
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Eri abantu be, kigambibwa nti,
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kan icke seeee: ((
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1.171266
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4:22) Ekyo bwe kyabaawo, kiki Dawudi kye yakola?
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(Mar. 4:22) Yommuu kun taʼutti, Daawit maal godhe?
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1.171215
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Oluvannyuma, tujja kulaba okuzikirizibwa kwa Babulooni ekinene, obulumbaganyi bwa Googi ow'omu Magoogi, olutalo Kalumagedoni, n'okusuulibwa kwa Sitaani ne badayimooni mu bunnya.
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Achiis yommuu Baabilon Guddittiin balleeffamtu, Goog inni biyya Maagoog yommuu lola kaasu, waraanni Armaagedoon yommuu jalqabu, akkasumas Seexanniifi hafuuronni hamoon iddoo isa lafa jalaatti yommuu darbataman arguuf jirra.
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1.171003
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11 kubaanga leero azaaliddwa gye muli Omulokozi mu kibuga kya Dawudi, ye Kristo Mukama waffe.
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"Hin sodaatinaa! [...] saba hundumaaf kan ta'uu, mandara Daawititti Fayyisaan isiniif dhalateera, inni immoo kristos gooftaa dha" Lk.
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1.170838
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obulabe n'abuteekanga wakati wo n'omukazi, era ne wakati w'ezzadde lyo
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Si'iifi dubartiittii gidduutti, sanyii kee fi sanyii ishee gidduutti diinummaa nan taasisa.
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1.170575
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(trg) ="7"> Bwe kiba bwe kityo , toli wekka .
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(trg) ="7"> Taanaan , gaaffii kana kan gaafatu si qofa miti .
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1.169926
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wawebwa omukisa mu bakazi bonna,
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dubartoota keessa kan eebbifamtedha."
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1.169722
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(Okubikkulirwa 17:1-4) Omukazi ono omwenzi y'ani?
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(Mul'ata 17:1-4) Dubartiin ejjituun kun eenyuun bakka buuti?
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1.169613
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"Era nga bwe twatwala ekifaananyi ky'oli ow'ettaka, era tulitwala n'ekifaananyi ky'oli ow'omu ggulu...
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49 Akkuma bifa isa biyyoo irraa hojjetame sanaa uffanne, bifa isa samii irraa dhufe sanaas ni uffanna.
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1.169435
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"Ennyanja bwe yabalaba n'edduka; Omugga Yoludaani ne gudda emabega.
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"Galaanni yeroo argitetti ni baqatte, Yordaanoosis gara duubaatti deebi'e, Tulluuwwan ni utaalan.
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1.168892
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10/10 Would kyakyaufufu again.
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10/10 would heyyeyaaeyaaaeyaeyaa again.
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1.168848
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Kubanga we baba ababiri oba basatu nga bakuŋŋaanye mu linnya lyange, nange ndi awo wakati waabwe.
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Iddoo namoonni lama yookiis sadii maqaa kootiin walitti qabamanitti ani achitti isaan gidduutti nan argama'.
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1.168131
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Habwaki osemeriire kwesiga obunabbi bw'omu Baibuli?
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Raajiiwwan Macaafa Qulqulluu kan amantu maaliifi?
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1.168113
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Amakulu: {abange mwe abantu mutye Mukama wammwe, oyo eyabatonda nga abajja mu mumwoyo gumu (Adam), natonda nga ajja muyye mukyalawe (Haawa), naasasaanya nga ajja mubombiriri abasajja nfaafa n'abakazi.
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Gooftaa keessan Isa lubbuu tokko (Aadam) irraa isin uumee, ishee irraas cimdii ishee (Hawwaa) uumee, isaan lamaan irraas dhiirotaa fi dubartoota baay'ee tamsaase sodaadhaa.
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1.167789
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Katonda yemalirira era asalawo ku lulwe, n'olwekyo, buli ekitukawo kiba kikiriziddwa Katonda, oba kiba kyaletebwa Katonda okutukawo.
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Fa Qadarullaahi wa ma shaa afaa Alaa (Verily, Allah decrees what He Wills).
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1.16771
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Bamanyi ebyo byonna byemukola.
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Wanta isin hojjattan hunda ni beeku.
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1.167343
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Mazima ekiseera ekibalagaanyisiddwa bwe budde bw'oku makya, obudde bw'oku makya tebuli kumpi!.
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Mooryaan Morgen kuma jidho.
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1.16733
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Bwe munansabanga ekigambo mu linnya lyange, ekyo nnaakikolanga."
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Waan kam iyyuu maqaa koon yoo kadhattan ani nan godha."
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1.167035
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Bakubuuza gwe (Nabbi Muhammad) ebikwata ku lunaku lw'enkomerero, nti lulibaawo ddi.
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Waa'ee Qiyaamaa ilaalchisee "Dhufaatin (geenyi) ishii yoomi?" [jechuun] si gaafatu.
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1.166967
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Kinu Nikyo Kyali Kigendererwa kya Ruhanga?
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Kun Kaayyoo Waaqayyoo Turee?
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1.166884
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Tusobora okusoma kubulamu bwa yusufu okuva mubaiburi nga ekyokulabirako ekyamanyi enyo.
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Seena akkam bareedu waa'ee Nabii Yuusuf Qur'aanni nu barsiisa!
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1.166738
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4 Musanyukirenga mu Mukama waffe bulijjo.
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4 Yeroo hundumaa gooftaatti gammadaa!
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1.166697
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Bakubuuza gwe (Nabbi Muhammad) ebikwata ku lunaku lw'enkomerero, nti lulibaawo ddi.
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"Waa'ee Qiyaamaa ilaalchisee "Dhufaatin (geenyi) ishii yoomi?" [jechuun] si gaafatu."
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1.166499
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(Musa) naagamba nti Mukama omulabirizi waffe y'oyo eyawa buli kintu obutonde bwakyo, oluvanyuma naakirungamya (ku ngeri gye kiteekwa okuwangaalamu).
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[Muusaanis] ni jedhe, "Gooftaan keenya Kan wanta hundaaf bocaa fi uumama isaa kenneefii ergasii qajeelchedha.
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1.166445
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Okuva olwo sikyaanywa.
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Ani Umrii kiyya guutuu dhugaatii alkoolii dhugee hinbeeku.
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1.165802
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[Kyekyo] Ekilo kuba ku kaaba, sikyo?
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Nu gehee keenya bahaa jirruu, isinoo?
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1.165494
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Abange mmwe abantu!
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Eeeyaaa FOLKS!
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1.165143
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Era mujjukire Mukama omulabirizi wa mmwe bwe yalangirira nti singa mwebaza nja kubongerera ddala naye singa mukaafuwala mazima ebibonerezo byange bikakali.
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Yeroo Gooftaan keessan [akkana jechuun] labse [yaadadhu], "Yoo Na galateefattan [qananii Kiyya irraa] isiniifin dabala.
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1.164957
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Obwakabaka bwa Katonda bulijja ddi?
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Mootummaan Waaqayyoo Yoom Dhufa?
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1.164955
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Baraabagambira byona ebyabaire kunu.
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Wanta ta'an hundas itti himan.
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in Data Studio
Ganda-Oromo_Sentence-Pairs Dataset
This dataset contains sentence pairs for African languages along with similarity scores. It can be used for machine translation, sentence alignment, or other natural language processing tasks.
This dataset is based on the NLLBv1 dataset, published on OPUS under an open-source initiative led by META. You can find more information here: OPUS - NLLB-v1
Metadata
- File Name: Ganda-Oromo_Sentence-Pairs
- Number of Rows: 71187
- Number of Columns: 3
- Columns: score, Ganda, Oromo
Dataset Description
The dataset contains sentence pairs in African languages with an associated similarity score. Each row consists of three columns:
score: The similarity score between the two sentences (range from 0 to 1).Ganda: The first sentence in the pair (language 1).Oromo: The second sentence in the pair (language 2).
This dataset is intended for use in training and evaluating machine learning models for tasks like translation, sentence similarity, and cross-lingual transfer learning.
References
Below are papers related to how the data was collected and used in various multilingual and cross-lingual applications:
[1] Holger Schwenk and Matthijs Douze, Learning Joint Multilingual Sentence Representations with Neural Machine Translation, ACL workshop on Representation Learning for NLP, 2017
[2] Holger Schwenk and Xian Li, A Corpus for Multilingual Document Classification in Eight Languages, LREC, pages 3548-3551, 2018.
[3] Holger Schwenk, Filtering and Mining Parallel Data in a Joint Multilingual Space ACL, July 2018
[4] Alexis Conneau, Guillaume Lample, Ruty Rinott, Adina Williams, Samuel R. Bowman, Holger Schwenk and Veselin Stoyanov, XNLI: Cross-lingual Sentence Understanding through Inference, EMNLP, 2018.
[5] Mikel Artetxe and Holger Schwenk, Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings arXiv, Nov 3 2018.
[6] Mikel Artetxe and Holger Schwenk, Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond arXiv, Dec 26 2018.
[7] Holger Schwenk, Vishrav Chaudhary, Shuo Sun, Hongyu Gong and Paco Guzman, WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia arXiv, July 11 2019.
[8] Holger Schwenk, Guillaume Wenzek, Sergey Edunov, Edouard Grave and Armand Joulin CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB
[9] Paul-Ambroise Duquenne, Hongyu Gong, Holger Schwenk, Multimodal and Multilingual Embeddings for Large-Scale Speech Mining, NeurIPS 2021, pages 15748-15761.
[10] Kevin Heffernan, Onur Celebi, and Holger Schwenk, Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages
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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
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Number of rows:
71,187