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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1.24
| Somali
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⌀ | Zulu
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1.242038
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Waxa ay aheyd markii ugu danbeysay ee Minnie arkay waalidkood.
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It Ngagcina nini Minnie wabona abazali babo.
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1.240411
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Oo wuxuu iman doonaa boqortooyada boqorka koonfureed, laakiin waddankiisuu ku noqon doonaa.
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Kepha yona iyakungena embusweni wenkosi yaseningizimu, kodwa iyakubuyela ezweni lakubo.
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1.235901
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Miyaanay aqoon lahayn xumaanfalayaasha dadkaygii u cuna siday kibista u cunaan, Oo aanay Ilaah baryin?
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Abanakwazi yini abenza okubi, abadla abantu bami njengalokhu bedla isinkwa, bengakhuleki kuNkulunkulu.
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1.234714
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Naagtiina waxay abeesadii ku tidhi, Midhaha geedaha beerta waannu cuni karnaa;
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Owesifazane wathi enyokeni: 'Singazidla izithelo zemithi yensimu.
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1.23357
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(Dhamaantiis, waqti badan ayaad ku qaadataa halkan.)
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(Ngemuva kwakho konke, uchitha isikhathi esiningi lapha.)
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1.232053
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Waxaan jeclaan lahaa in qof walba yeesho bilow cajiib ah!
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Ngifisa sengathi wonke umuntu unesiqalo esihle!
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1.231487
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iyo wixii uu idinku sameeyey, markaad cidladii joogtay jeeraad meeshan timaadeen,
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nowakwenzayo kuwe ehlane naze nafika kule ndawo,
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1.231319
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Waayo, isagu kuwaasuu dadyowga ku xukumaa, Oo cunto badanna wuu siiyaa.
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Ngokuba ngalokho uyabahlulela abantu, aphane kakhulu ngokudla.
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1.230033
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Waxaad iga abuurtey naar ahaa isaga waxaad Abuurtay isagoo dhooba" [Al-A'raf / 7: 12]
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You wadala me kusuka umlilo, futhi You wadala naye kusuka ngobumba . '
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1.22724
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Weli, Jahannamada, Jannada, ama ka shishaysaba, waan kula jiri doonaa hadaad sidaas rabto.
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Kepha, esihogweni, ezulwini, noma ngaphesheya, ngizoba nawe uma uthanda.
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1.226963
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27|27|Wuxuuna Yidhi Waannu Eegi inaad Run Sheegi iyo inaad ka mid Tahay Beenaalayaasha.
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27:27 He (Solomon) waphendula, 'Sizobona uma lokho okushilo kuyiqiniso noma wena uphakathi kwalabo amanga .
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1.225651
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Hadda waxay u adeegeysaa sida Air Force Two.
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Okwamanje ukhonza njenge-Air Force Two.
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1.224245
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Maxay tahay sababta kaliya ee madaxweyne Trump u badbaadin karo Hawaii hadda?
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Kungani kunguMongameli Trump kuphela ongasindisa iHawaii manje?
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1.222929
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Nooga farxi intii ay ahaayeen maalmihii aad na dhibtay, Iyo sannadihii aan sharka aragnay in le'eg.
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Sithokozise ngangezinsuku owasihlupha ngazo, nangangeminyaka esabona okubi ngayo.
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1.222487
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4 Iyaga u abaalmari sida shuqulkoodu yahay, iyo sida ay xumaanta falimahoodu tahay,
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4Banike njengokwenza kwabo nanjengobubi bemisebenzi yabo;
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1.220578
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Haddii aan ognahay magaca buuxa ee hawsha (tusaale ahaan: kate) maya ...
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Uma sazi igama eligcwele lenqubo (ngokwesibonelo: kate) cha ...
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1.220554
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Waxaan rajeynayaa inaan haysto waqti badan oo aan ku tijaabiyo maalinta labaad ama labaad.
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Ngiyethemba nginesikhathi esiningi sokuzama ngosuku lwesibili noma lwesibili.
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1.219609
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Xaqiiqdii waxaan rajeynayaa inaan halkaas waxaad arki in Denver.
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Nginethemba ukukubona khona e Denver.
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1.218548
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Badidood waxay yidhaahdeen, Jinni buu qabaa, wuuna waalan yahay, ee maxaad u maqlaysaan?
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Abaningi kubo bathi: "Unedemoni, uyahlanya; nimlalelelani na?"
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1.217562
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Kulligiin waxaad tihiin carruurta nuurka iyo carruurta ee maanta.
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Wena zonke bokukhanya nabantwana namuhla.
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1.216743
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(waayo, waxay maqli doonaan magacaaga weyn, iyo gacantaada xoogga badan, iyo cududdaada fidsan) markuu yimaado oo uu u soo tukado gurigan xaggiisa,
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ngokuba bayakuzwa ngegama lakho elikhulu, nangesandla sakho esinamandla, nangengalo yakho eyeluliweyo lapho ebeseza ukukhuleka kule ndlu,
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1.216659
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waxaad ku tidhaahdaa, Waxaa leh addoonkaagii Yacquub; oo waa hadiyad loo soo diray sayidkayga Ceesaw; oo isagiina wuu naga dambeeyaa.
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wothi: 'Ngezenceku yakho uJakobe; kuyisipho esithunywa enkosini yami u-Esawu; bheka, naye uyeza, ungasemuva kwethu.' "
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1.216452
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Waa markaa, toddoba (7) bilood gudahood, Australia waa la ciqaabi doonaa. "
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Kungaleso sikhathi-ke, ezinyangeni eziyisikhombisa (7), i- Australia izobe isijeziswa. "
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1.216446
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Waayo, Rabbigu waa yaqaan kuwa xaqa ah jidkooda,
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Ngokuba uJehova uyayazi indlela yabalungileyo,
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1.216287
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Ku Kordhi Khadkaaga YouTube-ka Ka dhakhso badan Waligaa!
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Khulisa Isiteshi sakho se-YouTube ngokushesha kunangaphambili!
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1.216062
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Marka yaa iibsanaya? 34 Istanbul
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Ngakho-ke Ngubani Ozothenga? 34 Istanbul
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1.215552
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Sidoo kale dhammaan schola Yuhuudda, xaq laga bilaabo wakhtiga Moses ilaa kuwan
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Futhi konke Schola Jewish, kusukela esikhathini sikaMose kuze lezi
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1.215327
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Eeg Your ugu fiican ee hadiyado Christmas Fikradaha Halkan!
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Bheka best Your Christmas izipho Ideas Lapha!
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1.21522
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Ma xasuusataa digniintan laga bilaabo Noofembar 2019?
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Uyakhumbula lesi sixwayiso kusukela ngoNovemba 2019?
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1.215183
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Waa inuu sugaa waqti dheer 😉
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Kuzofanele alinde isikhathi eside 😉
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1.215126
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Wuxuu ku kordhiyaa abuurista wixii uu doono.
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UNkulunkulu angadala noma yini ayifunayo, noma iyiphi indlela ayifunayo.
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1.214868
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Inta badan oo naga mid ah oo keliya ma aha Mark Zuckerberg.
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Iningi lethu nje akuzona Mark Zuckerberg.
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1.214867
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Maalin kasta, walaashay yimid.
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Nsuku zonke, udadewethu weza.
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1.214564
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Ma nafsaddaadaad waxyaalo waaweyn u doondoonaysaa?
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Uyazifunela izinto ezinkulu na?
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1.21456
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9:2 Sulaymaanna wuxuu uga jawaabay su'aalaheedii oo dhan, oo wax Sulaymaan ka qarsoonaa oo uusan u sheegin ma jirin.
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USolomoni wayiphendula ezindabeni zayo zonke; kwakungekho nto eyayifihlelwe uSolomoni angayitshelanga yona.
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1.213563
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"Uma maleynaynin in Google ciqaabi doonto.
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"Bengingacabangi ukuthi i-Google izoyijezisa.
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1.212613
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Wax la mid ah ayaan ku sameeyay Jenna oo si fiican ayey u shaqeysay.
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Ngenze into efanayo kuJenna futhi kwasebenza kahle.
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1.212491
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Laakiinse anigu weligayba waan rayrayn doonaa, Oo waxaan ammaan ugu gabyi doonaa Ilaaha Yacquub.
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Kepha mina ngiyakumemezela ngakho kuze kube phakade, ngidumise uNkulunkulu kaJakobe.
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1.212411
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Waayo, kuwa noolu way og yihiin inay dhiman doonaan, laakiinse kuwa dhintay waxba ma oga, oo innaba abaalgud dambe ma heli doonaan, waayo, iyaga waa la illoobay.
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Ngokuba abaphilayo bayazi ukuthi bayakufa, kepha abafileyo abazi lutho, futhi abasenawo umvuzo, ngokuba ukukhunjulwa kwabo sekukhohlakele.
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1.212364
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Mararka qaar, waxaan kaliya ka fekero Our Lady, nafteeda.
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Ngezinye izikhathi, ngicabanga nje mayelana Our Lady, ngokwakhe.
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1.212163
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21 Sida xaqiiqada ah guryaha kuwa aan xaqa ahayn waa sidaas oo kale,
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21Impela zinjalo izindlu zaboni;
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1.211734
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Oo baddana kama uu shisheeyo si aad u tidhaahdaan, Bal yaa badda nooga gudbi doona oo noo keeni doona, oo na maqashiin doona, aannu amarkaas yeelnee?
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Futhi kawungaphetsheya kolwandle ukuthi uthi: Ngubani ozasichaphela aye ngaphetsheya kolwandle, asithathele wona ukuze siwuzwe siwenze?
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1.211612
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Somali / Somalice Wuxuu galiyaa naxariistiisa ruuxuu doono, daalimiintana wuxuu u darbay cadaab daran.
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Kodwa Allah siyinisele Isihe kulabo Akhe worshipers bani He enyula.
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1.211526
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Hadda waxaan u jeednaa qaybta dhaqanka, gaar ahaan waxaan dib u eegi doonnaa asalkayagii, Giriigii Hore.
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Manje sesibuyela esigabeni samasiko, ikakhulukazi sizobheka imvelaphi yethu, iGrisi lasendulo.
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1.211295
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Xitaa waxaan dhihi karaa Japan ayaa naga horeysa.
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Ngingasho ngisho ukuthi iJapane ingaphambi kwethu.
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1.211093
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Oo waxaad u dhiman doontaa sida dhimashadii kuwii dilay qalbiga badda.
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Futhi wena uzofa ngokufa kwalabo ababulewe enhliziyweni yolwandle.
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1.211086
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Sidaas awgeed waxaan maleynayaa inaanay ahayn 24 / 7.
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Ngakho ngicabanga ukuthi akuyona i-24 / 7.
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1.210578
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Xaqiiqdii, waxay xitaa toos u socon kartaa Youtube!
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Eqinisweni, ingahamba ngisho ngqo kwi-Youtube!
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1.210076
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Allaah SWT baa qur'aankiisa kariimka ah ku yiri "kuwa iimaanka lehow
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Ngo Qur'an, kukhona umugqa: "O you kholwa!
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1.209798
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Sida xaqiiqada ah maalin maalmaha ka mid waxay noqon doonaan boqorrada dhulka.
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Impela ngolunye usuku bayoba amakhosi omhlaba.
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1.209639
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Oo haddaad istidhaahdaan, Bal maxaynu sannadda toddobaad cuni doonnaa?
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Uma nisho ukuthi: "Siyakudlani ngomnyaka wesikhombisa?
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1.209402
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Sidee baan ku ogaan karaa in ay jiraan Haweenka Muslimaadka ah?
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Ngingazi kanjani ukuthi kukhona abesifazane Muslim?
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1.2082
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Oo nafna ma oga maxay kasban doontaa berri, oo nafina ma oga dhulkee bay ku dhiman doontaa.
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Ayikho umphefumulo uyazi lokho ngeke uthole kusasa; futhi akukho umphefumulo owaziyo kulokho ezweni kuwo uyakufa.
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1.207628
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Haddaba wakhtiga sarakicidda kuwii dhintay toddobadoodii kee bay naagtiisii ahaan doontaa?
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Ngakho-ke ekuvukeni owesifazane uyakuba ngumfazi wamuphi kubo, lokhu abayisikhombisa babe naye engumkabo."
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1.207499
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Oo hadduu ku xumeeyey ama wax kaa qabo, aniga igu xisaab.
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Kodwa uma ekonile ngento, noma enecala kuwe, lokho kubalele kimi;
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1.207408
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Halkan waxaa laga yaabaa in Boeing mustaqbalka ...
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Lapha kungenzeka kube Boeing ikusasa ...
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1.206957
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Hadda waxaan ku noolahay Florida marna kama iibsan doono 14k dahab Florida.
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Manje ngihlala eFlorida futhi angisoze ngathenga igolide elingu-14k eFlorida.
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1.206725
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In lagu dhiirrigeliyo kuwa kale inay raacaan waddada Dr. Bronner?
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Ukukhuthaza abanye ukuthi balandele indlela kaDkt Bronner?
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1.206502
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Laakiin taasi waxay ahayd sannadkii 5 - 6; laga yaabee in shirkadda martigelisa ay isbedeshay tan iyo markaas?
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Kodwa lokho kwakungu-5 - 6 iminyaka eya; mhlawumbe inkampani yokubamba ishintshe kusukela ngaleso sikhathi?
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1.205911
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Charlie ma uusan ogeyn in aabihiis uu ilaah yahay.
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UCharlie wayengazi ukuthi ubaba wakhe wayengunkulunkulu.
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1.205853
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Dadka maanta u baahan tahay Ciise si ka badan sidii.
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Abantu namuhla kudingeka uJesu kunanini.
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1.205763
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Kanu miyaanu ahayn Aabbaha binu-aadmiga oo dhan Ilaah?
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Akayena uNkulunkulu unguYise wabo bonke abantu?
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1.205407
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20 Waayo, iyagu nabad kuma hadlaan,
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20Ngokuba abakhulumi ukuthula,
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1.204819
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42 Sooma ay xusuusan gacantiisii, Iyo maalintii uu iyaga ka soo furtay cadowga toona,
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77:42 Abasikhumbulanga isandla sakhe, ngosuku wabakhulula ngalo esandleni salowo owayebahlupha.
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1.204763
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Tusaale ahaan, aad ayaan u bukooday bishii Maarso.
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Isibonelo, bengigula impela ngoMashi.
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1.204725
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(Oo bal eeg, Anigu waxaan u imanayaa sida tuug oo kale.
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"Bheka, ngizoza njengesela.
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1.204718
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My phone waxaa quful SHAN daqiiqo gudahood!
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Ucingo lwami ivulwe phakathi namaminithi EZINHLANU!
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1.204619
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Wadamada qaarkood, tani waxay qeexaysaa xorriyaddaada.
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Kwamanye amazwe, lokhu kuchaza inkululeko yakho.
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1.20427
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YouTube-kaaga soo socda ayaa u baahan in la daryeelo
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I-YouTube yakho elandelayo idinga ukunakekelwa
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1.203986
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Waxaad ka heli kartaa Forum Faransiis ah, halkan:
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Ungathola Forum isiFulentshi, lapha:
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1.203932
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Oo sidaas daraaddeed ONA € |
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Futhi ngakho Ona € |
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1.20341
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Waxaan rajeynayaa inaad ku raaxeysaneyso xagaaga.
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Ngiyethemba ukuthi ujabulela ihlobo.
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1.203298
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Taasi waa waxa aan jeclahay oo ku saabsan Madaxweynaha Latin American.
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Yilokho Ngithanda mayelana umongameli Latin American.
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1.203071
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Waxaa loola jeedaa in Cadhada Eebe ma laha inuu ku soo bilowdo oo haysta toddoba belaayo, laakiin hore bilaaban doono.
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Kusho ukuthi ulaka lukaNkulunkulu akanayo ekuqaleni kwakhe ezinezinhlupho eziyisikhombisa, kodwa uzoqala ngaphambili.
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1.202971
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Sidaas daraaddeed, laba jeer, habeenkaas ayuu badbaadiyey noloshayda.
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Ngakho, kabili, wasindisa ukuphila kwami ngalobo busuku.
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1.202656
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1784 waxbarasho ee damiirka waa hawl nolosha oo dhan.
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1784 Imfundo unembeza kuwumsebenzi impilo yonke.
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1.202574
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Laakiinse jacaylka kuwa aan xaqa qabin wuu badbaadin doonaa kuwa xaqa ah!
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kepha ukuthanda abantu abangenacala kuzosindisa abalungileyo!
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1.202141
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(Nasiib daro, Google Voice waxa kaliya oo laga helaa Maraykanka.
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(Ngeshwa, i-Google Voice itholakale kuphela e-US.
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1.202119
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Dhamaanteen waan ognahay waxa ay tahay taariikhda Bash.
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Sonke siyazi ukuthi uyini umlando weBash.
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1.201966
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Waa hagaag, haddii Ilaah ma maqlin baryadii dembilayaasha, samada noqon lahaa meel aad u faro madhan.
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Well, uma uNkulunkulu akazange ukuzwa imithandazo yezoni, ezulwini ubuyoba indawo engenalutho kakhulu.
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1.201881
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Waxaan ku iri: - Ma jeclaan lahayd inaad qalbigiinna Masiix furo hadda?
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Ngathi: - Ungathanda ukuvula inhliziyo yakho kuKristu khona manje?
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1.201614
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Binuʼaadanka ugu badnaantooda waxay raaceen Shayddaanka inay Ilaah xukunkiisa diidaan.
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Abantu abanengi balandela uSathane futhi bayala ukubuswa nguNkulunkulu.
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1.201464
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Wax macno ah ma waxa aad injiilka waa - ama wax kale.
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Akunandaba ukuthi ivangeli lakho - noma yini enye.
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1.201198
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Haddii aan isku dayo inaan sii ballaariyo California, way i joojin karaan.
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Uma ngizama ukwandisa ukuya eCalifornia, bangangimisa.
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1.201016
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*** Aasiya, kaliya 3-4 maalmood oo shaqo ah waxaad ka heli kartaa gurigaaga.
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*** Ku-Asia, zingu-3-4 kuphela izinsuku zokusebenza ongazithola ekhaya lakho.
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1.20093
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Waayo, iyagu kuma ay sii socon axdigaygii,
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ngokuba abahlalanga esivumelwaneni sami,
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1.200892
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Kaliya labo maalmood kahor Tina Toledo waxay noo sheegtay wax xiiso leh.
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Izinsuku ezimbili kuphela ezedlule uTina Toledo usitshele okuthile okuthakazelisayo.
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1.200504
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Oo isna kolkaasuu igu yidhi, Kuwanu waa labada la subkay oo ag istaaga Sayidka dhulka oo dhan.
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Yayisithi: "Lawa angabagcotshiweyo ababili abemi ngaseNkosini yomhlaba wonke."
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1.200438
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Kitaabkan ka 1988 by Luis Palau doonayaan in ay isku dayaan in ay jawaab ku siiyaan su'aalahaaga!
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Le ncwadi kusukela 1988 by Luis Palau ufuna ukuzama ukunikeza impendulo zemibuzo yakho!
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1.200417
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Sidoo kale, xasuuso, qofna ma yaqaanno waxa Google samayn doono marka xigta.
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Futhi, khumbula, akekho owaziyo ukuthi i-Google izokwenzani ngokulandelayo.
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1.200249
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Oo Ilaah wuxuu Nuux ku yidhi, Tanu waa calaamadii axdigii aan ku adkeeyey inta jidhka leh oo dhulka joogta.
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UNkulunkulu wathi kuNowa: "Lokhu kuluphawu lwesivumelwano engisenzile phakathi kwami nayo yonke inyama esemhlabeni."
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1.200237
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Waxaan ka fekerayay wm ama 6YE.
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Bengicabanga i-wm noma i-6YE.
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1.200232
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- Luis, Waxaan u maleeyay oo dhan carruurta Ilaah.
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- Luis, ngacabanga bonke abantwana bakaNkulunkulu.
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1.200113
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Waa maxay sababta aan cunin 18 saacadood ka dib
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Kungani ungadli emva kwamahora angu-18
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1.200064
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Afrika, halkaasoo dalal badan ay wali ku jiraan 3G, Ma aqaan sida loo sameeyo tan.
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E-Afrika, lapho amazwe amaningi eseku-3G, angazi ukuthi angakwenza kanjani lokhu.
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1.200062
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Waad ogtahay, waxaan leeyahay laba damac: safarka iyo uk.
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Uyazi, nginezinkanuko ezimbili: ukuhamba ne-uk.
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1.199769
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Oo qalbiga kagama ay fikiraan inaan xumaantooda oo dhan xusuusto.
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Njalo kabangatsho enhliziyweni yabo ukuthingiyabukhumbula bonke ububi kobuso bami.
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1.199724
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Xusuusnow, sida ragga, ...
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Khumbulani, njengamadoda, ...
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1.199717
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Ilaah ogol yahay Hitler in ay dilaan lix malyan oo Yuhuud, sax?
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UNkulunkulu wavumela Hitler ukubulala amaJuda ayizigidi eziyisithupha, angithi?
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1.199534
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Haddii ay isku dayaan inay ballaadhiyaan New York, waan joojin karaa.
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Uma bezama ukwandisa eNew York, ngingabamisa.
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End of preview. Expand
in Data Studio
Somali-Zulu_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: Somali-Zulu_Sentence-Pairs
- Number of Rows: 605556
- Number of Columns: 3
- Columns: score, Somali, Zulu
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).Somali: The first sentence in the pair (language 1).Zulu: 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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