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
score
float32 1.04
1.25
| Tumbuka
stringlengths 8
499
| Umbundu
stringlengths 10
498
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1.249982 |
Iwe wasunga vinyo liwemi m'paka sono." - Yohane 2:10.
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Pole, ove wa seleka ovinyu yiwa toke cilo." - Yoano 2:10.
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1.249963 |
Ŵakaŵa ŵambura kwananga ndipo ŵakakhalanga mu paradiso.
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Ovo va li puile, kuenda va kala vocumbo celau.
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1.249904 |
Ciuta wakalenga ŵanthu kuti ŵakhalenge kwamuyirayira pa caru capasi kwambura masuzgo nga ni matenda na nyifwa.
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Eci Suku a lulika omanu, wa va lulika locimaho coku kala otembo ka yi pui vongongo okuti ka va vela ale oku fa.
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1.249887 |
Kasi mungachitako upayiniya?
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O pondola hẽ oku kala ukundi wotembo yosi?
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1.249846 |
3 Marilyn wakapenja ulongozgi.
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3 Manji Marilyn, wa pinga ekuatiso.
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1.249688 |
Ŵakafwa nga ni umo Chiuta wakayowoyera.
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Vokuenda kuotembo, veya oku fa ndomo Suku a ci popele.
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1.249585 |
Imwe mukunichema, 'Msambizgi,' ndiposo 'Fumu,' ndipo mukuneneska, chifukwa ndimo niliri.
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Ene vu nukula 'Ulongisi' kuenda 'Ñala' kuenje vu popia ciwa, momo ame muẽle.
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1.249399 |
Baibolo likuti: "Chifukwa cha chimwemwe icho chikaŵikika panthazi pake, wakazizipizga khuni lakusuzgikirapo, wakasulako soni."
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Ondaka ya Suku yi lombolola ndoco: "Omo liesanju lio kapiwila, wa pandikisa kuti wekangiso, wa pembula osõi."
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1.249295 |
Ndipo ŵazamukhala mwenemumo muyirayira.+
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Nda va yevelela kokuaye, va ka kala otembo ka yi pui.
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1.249158 |
Kasi ichi chikwenera kutizizika?
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Eci hẽ ci tu komõhisa?
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1.249155 |
Ici cikapangiska kuti kucanya kuŵe cimwemwe cikuru, kweni pa caru capasi paŵe masuzgo ghambura mayowoyeko.
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Uyaki waco, wa nenela esanju kovangelo vokilu, pole, wa nena ovitangi komanu vosi palo posi.
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1.249119 |
Ŵakunisopa pawaka, chifukwa ŵakusambizga malango gha ŵanthu m'malo mwa visambizgo vya Chiuta.'
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Ovo va ndi fendela ño olivova, momo va longisa ovisila viomanu."
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1.24894 |
"Ntchiwemi kwimbira malumbo Chiuta withu." - SAL.
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'Ciwa oku imbila Suku yetu ovisungo viesivayo.' - OSA.
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1.248926 |
(trg) ="14"> 23 Ŵaŵazgi Ŵithu Ŵakufumba Kuti . . .
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Vakuakutanga Va Pula . . .
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1.248787 |
Nkhamanyanga kuti Yesu Khristu ni "nthowa."
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Nda kũlĩhile okuti Yesu Kristu eye "onjila."
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1.24877 |
Mungakhozga ŵanji usange mungaŵaphalirako vyakucitika ivyo mwasangwa navyo pakuteŵetera Ciuta.
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O pondolavo oku pamisa ekolelo liavo, poku va lomboluila ovolandu wa kuata kupange wa Yehova.
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1.248731 |
Luta ku Damaseko, ndipo wamuphalirika icho ukwenera kuchita.'
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Iñila vo Damasko kuenje o ka lilongisa eci o sukila oku linga.'
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1.248704 |
Kweni Yesu wakaphalira ŵapositole ŵake kuti: 'Ŵalekani ŵana ŵize kwa ine, mungaŵakanizganga yayi, cifukwa ufumu wa Ciuta ngwa ŵanthu wantheura.'
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Pole Yesu wa popia lavo hati: 'Omãla veye ño kokuange, ko ka va tutuiyi, momo usoma wa Suku womanu va soka ndava.'
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1.248691 |
Wangutuma mungelo wake na kuŵaponoska.
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Eye wa tuma ungelo waye kuenje wa va popela.
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1.248671 |
Kweniso wakaŵa na ŵana ŵauzimu ŵanandi.
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Okwa li yo e na ovana vopamhepo vahapu.
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1.248657 |
Kasi muzga ngwakugomezgeka na wavinjeru munthowa wuli?
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Helie ukuenje wa kolelua haeye wa lunguka?
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1.248414 |
Ŵanthu aŵa ŵakakhala vyaka vinandi mu nthengwa, kweni ŵakaŵavya ŵana.
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Pa pitile ale anyamo alua tunde eci va kuela, pole, ka va kuatele omãla.
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1.248413 |
Mphanyi mtende winu waŵa nga ni mlonga na urunji winu nga ni majigha gha nyanja."
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Nda ombembua yove nda ya lingile ndolui, kuenda esunga liove ndapuku okalunga."
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1.248178 |
Pa ubapatizo wane, apo nkhaŵa na vyaka 10
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Eci nda papatisiwa nda kuata 10 kanyamo
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1.248116 |
Pakuti nyifwa yikizira mwa munthu, chiwuka cha ŵakufwa nacho chikwizira mwa munthu.
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Omo okuti okufa kueya omo liomunu umuamue, epinduko liava va fa lieyavo lomunu umuamue.
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1.248071 |
Yesu wakaphalira ŵasambiri ŵake kuti: 'Palije uyo wangateŵetera nga ni muzga wa ŵenecho ŵaŵiri; chifukwa panji watinkhenge yumoza na kutemwa munyake, panji wademelerenge kwa yumoza na kwelura munyake.
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Yesu o malusula hati: "Ka kuli upika laumue o tẽla oku vumba vacime vavali, pamue o suvuka umue kuenda o sola ukuavo, ale o kakatela umue kuenje o pembula ukuavo.
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1.248069 |
Mafumbo: Kasi chikachitika ntchivichi pa Nyanja Yiswesi?
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Apulilo: Nye ca pita Vokalunga Kakusuka?
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1.247974 |
Mpositole Paulosi wakafumba kuti: "Kasi iwe ukusambizga munyako, ukujisambizga wekha yayi?
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Upostolo Paulu wa pula hati: "Oco hẽ, ove o longisa ukuẽle, ove muẽle ku lilongisa?
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1.247896 |
18 Nga umo mukanitumira ine mu charu, naneso nkhuŵatuma mu charu.+
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18 Ngaashi Ove wa tuma nge mounyuni, osho Ame onde va tuma mounyuni.
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1.247883 |
Njira mu chimwemwe cha fumu yako.'
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Sanjukila kumue la cime cove.'
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1.247839 |
Ŵapositole ŵakafumba Yesu kuti: "Fumu, kasi mukuwezgera ufumu kwa Israyeli pa nyengo iyi?"
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Ovayapostoli ova li va pula Jesus va ti: "Omwene, ouhamba waIsrael oto u tungulula tuu pefimbo eli?"
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1.247742 |
"Kwa Chiuta Vinthu Vyose Ni Vyamachitiko"
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"La Suku Ovina Viosi Vi Tẽliwa"
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1.247586 |
Kulomba Nachimikafwa Ngachilihi?
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Ohutililo - Ndomo yi Pondola Oku ku Kuatisa
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1.247541 |
Wakatiso: "Mu Dango linu muli kulembeka kuti: 'Ukaboni wa ŵanthu ŵaŵiri ngwaunenesko.'
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Noke amisako loku popia hati: "Vocihandeleko cene mua sonehiwa ndoco: 'Uvangi womanu vavali wocili.'
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1.24753 |
"Zina linu lituŵiskike." - MAT.
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Onduko yove yi sumbiwe." - Mat.
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1.247446 |
Cifukwa Wuli Wakasuska Vyakuti Ŵaciuta Mbatatu Mwa Yumoza?
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Momo Lie a Yuvuila Elongiso Liokuti Suku Umosi Muvatatu?
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1.24743 |
Wakamba kukhweŵa wacali msungwana.
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Eye wa fetika oku sipa eci a kala umalẽhe.
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1.247391 |
Zuŵa lakulondezgapo, Yohane wakaŵa pamoza na ŵasambiri ŵake ŵaŵiri.
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Efiku la shikula Johannes okwa li ko vali ofika pamwe novalongwa vaye vavali.
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1.247377 |
Ŵangelo ŵakamukora pa woko Loti, muwoli wake, na ŵana ŵake ŵaŵiri ŵasungwana na kuŵafumiska mu tawuni iyi.
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Kuenje ovangelo va kuata Lote peka, lukãi waye, lomãla vaye vakãi vavali oco va tunde vimbo liaco.
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1.247376 |
Kweni ŵanthu ŵavinjeru nga ni Philo ŵakaŵa na maghanoghano ghanyake.
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Pole, olonoño ndeci Philo va kuatele ovisimĩlo via litepa.
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1.247331 |
22 Kweniso naŵapa uchindami uwo mwanipa, mwakuti ŵaŵenge ŵamoza nga umo ise tiliri ŵamoza.+
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22 Ndele efimano eli wa pa nge onde li va pa, opo va kale umwe ngaashi ofye umwe.
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1.247298 |
Awuso na ine tasuzgika chomene kukupenja."
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Tala, ame la so tua ku sanda lohele ya lua."
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1.247271 |
Kasi ŵabali ŵithu awo ŵali kufwa ŵakusuzgika ku malo ghanyake?
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Vangandietu va fa va kasi hẽ oku tala ohali kocitumãlo cimue?
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1.247149 |
Chifukwa wuli Mozesi ntchiyelezgero chiwemi kwa ise?
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Momo lie Mose a lingila ongangu yiwa tu sukila oku kuama?
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1.247125 |
48 Kasi walipo yumoza wa ŵalongozgi panji Ŵafarisi uyo wapulikana mwa iyo?+
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Siti pokati kasongui ale ka va Fariseo lomue wo kolela?
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1.2471 |
Uwu ukaŵa muwiro wa nambara 7 kufuma pa Adamu.
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Ovo va kala ocitumbulukila cepanduvali ca Adama.
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1.247062 |
Muli Kufwatulika Chifukwa cha Lusungu Lukuru
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Wa Yovuiwi Omo Liohenda ya Piãla
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1.24703 |
Panji tingasankha Satana kuti waŵe fumu yithu.
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Ale tu pondola oku nõla Satana okuti o linga ombiali yetu.
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1.246961 |
Mwachiyelezgero, ŵakugeza yayi mu mawoko para ŵakukhumba kurya chakurya."
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Ndeci, ovo ka va sukula ovaka poku lia."
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1.246953 |
Nikulongozgenge na jiso lane."
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Nji ka ku nangula na liso liange hali ove."
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1.246864 |
Nkhatemwanga chomene baseball kuluska chilichose.
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Nda Solaile Calua Oku Imba o Beisebol, Okuti Ovina Vikuavo ci Sule!
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1.246839 |
Iyo wakuti: "Nkhaleka kukhweŵa cifukwa ca kusambira Baibolo.
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Eye wa lombolola hati: "Nda siapo oku sipa omo lioku lilongisa Embimbiliya.
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1.246839 |
Suzgo likaŵa lakuti wakatondekanga kuyowoya.
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Pole, ocitangi ceci okuti eye ka ponduile oku vangula.
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1.246825 |
Kasi Mungamuwona Ciuta Nangauli Wakuwoneka Yayi?
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O Pondola hẽ Oku Mõla Suku ka Muiwa?
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1.246769 |
"Citani Nyongo Kuti Mupite mu Mpumulo wa Mulungu": (mph.
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"Likolisilako Oco Iñile Vepuyuko Lia Suku: (Akuk.
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1.246763 |
Wakutiphalira kuti tili mu mbumba yake.
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Eye o tu sapuilavo okuti tu panga onepa kepata liaye.
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1.246699 |
Kasi ndimo Petrosi wakajiwoneranga?
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Anga hẽ Petulu wa kuatelevo ovisimĩlo viaco?
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1.246669 |
March 2014 _ Kasi Ciuta Wali Kumucitirani Vici?
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Elombo 2014 _ Ceci Suku a siata oku ku Lingila
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1.24657 |
Nadi, Chiuta wangatipembuzga para tikulomba kwa iyo.
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Ocili okuti, Suku o pondola oku tu lembeleka eci tu likutilila kokuaye.
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1.246451 |
Pakuti wagomezgeka mu kanthu kachoko chomene, uŵe na mazaza pa misumba 10.'
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Momo wa lekisa okuti ukuacili kovina vitito, o viala ekũi kalupale.'
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1.246444 |
Kasi mwana wa sukulu wakumanya vinthu kuluska msambizgi?
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Anga ondonge ya velapo kukũlĩhĩso okuti ulongisi waye ci sule?
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1.246377 |
"Nili kufuma kwa Chiuta ndipo nili pano.
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"Nda tunda ku Suku kuenje ñasi palo.
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1.246368 |
"Mu mazuŵa ghaumaliro kuzamuŵa nyengo zinonono na zakusuzga.
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"Koloneke via sulako kuiya ohali yalua.
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1.246367 |
Mwanakazi munyake wakamunyozanga kanandi waka.
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Umue pokati kavo wa enda oku u sepula olonjanja vialua.
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1.246349 |
Zina lake likaŵa Abrahamu.
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Onduko yaye Avirahama.
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1.246288 |
Sono pajumpha vyaka 63, kweni vichali kuniŵinya."
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Ndaño okuti pa pita ale 63 kanyamo, toke cilo nda siata oku yeva esumuo.
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1.246238 |
56 Waliyose uyo wakurya thupi lane na kumwa ndopa zane wakukhalilira mu umoza na ine, ndipo ine mu umoza na iyo.+
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56 Ou ta li ombelela yange nota nu ohonde yange, oye ta kala mwaame naame muye.
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1.246226 |
Nakuti nyumba yithu njakuzirwa comene kwa ise.
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Momo onjo yaco yi kuete esilivilo kokuetu.
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1.246103 |
3 Pakuti "Ciuta ni Mzimu," tingamuwona yayi.
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3 "Kalunga Oye Omhepo," onghee hano, itatu dulu oku mu mona.
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1.246048 |
(Yohane 5:22) Kweni kasi Zuŵa la Cheruzgo lizamwamba pawuli?
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(Yoano 5:22) Otembo yipi hẽ Eteke Liekanga li fetika?
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1.245979 |
Pamanyuma, Yesu wakaphalira ŵasambiri ŵake kuti: "Nili na chitima na mzinda, chifukwa ŵakhala nane mazuŵa ghatatu kweni ŵalije kakuti ŵarye.
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Noke yotembo yimue, Yesu o sapuila olondonge viaye hati: "Ñuetele ohenda owiñi, momo va kasi ale lame oloneke vitatu, pole, ka va kuete lacimue coku lia.
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1.245928 |
Kasi pali chawanangwa chinyake chakuzirwa kuluska ichi?
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Kuli hẽ ombanjaile yikuavo ya velapo okuti eyi yi sule?
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1.245884 |
Mu mavesi agha, Chiuta wakalumbanga Yobu chifukwa wakaŵa wakugomezgeka.
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Vapuluvi aco avali, Suku wa pandiya Yovi omo liekolelo liaye.
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1.245867 |
Kasi kuleka kuŵa ku chigaŵa cha charu, chikung'anamura vichi?
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Voku yuvula oku panga onepa koluali mua kongela nye?
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1.245824 |
Zitatu ni izi (1) Penjani dankha Ufumu wa Ciuta na urunji wake.
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Atatu omuo oo aa: (1) Kongeni tete Ouhamba waKalunga nouyuki waye.
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1.245758 |
, Ro 7:24 Namunthu wakusuzgika ine!
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Ndukuelamba we!
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1.245722 |
"Wose awo ŵakamupulikizganga ŵakazizwa chomene chifukwa wakapulikiskanga luŵiro vinthu kweniso wakaŵazgoranga makora."
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Omo liaco, "vosi vo yeva va komõha olondunge viaye latambululo aye."
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1.245719 |
Vingachitika yayi kuti pa nyengo yimoza muŵe ŵazga ŵa Chiuta na Usambazi."+
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Ko tẽla oku vumba Suku kuenda ukuasi." - Mat.
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1.24568 |
Kasi Chiuta wakakhumbanga kuti ivi ndivyo vinichitikirenge pamoza na banja lane?
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Anga hẽ eci oco Suku a yongola kokuange kuenda kepata liange?
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1.24568 |
Wakachitanga uteŵeti wakupatulika usiku na muhanya pamoza na kuziŵizga kurya na maŵeyelero."
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Embimbiliya li popia hati: 'Ka tundile vali vonembele, pole, wa enda oku kalamo oloneke viosi uteke lutanya.'
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1.245603 |
Usange ŵanthu ndiwo ŵakalemba, kasi ntchakwenelera kulichema Mazgu gha Chiuta?
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Nda olio lia sonehiwa lomanu, ca sunguluka hẽ oku li tukula okuti ondaka ya Suku?
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1.245576 |
Mu 1978, nkhawelera ku Los Angeles kuti nkhapwelelere amama awo ŵakalwaranga.
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Kunyamo wo 1978, nda tiukila ko Los Angeles oku tata ina yange wa kala oku vela.
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1.24549 |
A Kaunda: Kasi mukumanya wuli kuti kufiskika kwachiŵiri kukukolerana na Ufumu wa Chiuta?
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Jon: Wa kũlĩha ndati okuti ocitumasuku eci ci kuete onepa yavali yoku tẽlisiwa kutiamisiwila Kusoma wa Suku?
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1.245482 |
Mafumbo: Chifukwa wuli Israyeli wakagaŵikana?
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Apulilo: Momo lie o Isareli ya tepiwila?
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1.245468 |
Kasi mazgu ghakuti mfumu na muwoli ŵaŵenge "thupi limoza" ghakung'anamura vichi?
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Ulume kumue lukãi waye oku kala "omunu umosi" ci lomboloka nye?
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1.245423 |
Kasi ni khumbo la Chiuta kuti taŵanthu tifwenge?
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Anga hẽ Suku wa yonguile okuti olofa vi panga onepa komuenyo wetu?
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1.245331 |
"Mweruzgi wa Charu Chose Chapasi" Nyengo Zose Wakuchita Urunji _ Lakusambira
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"Muka-Kuyula Vaka-Mavu Vosena" Eji Kulinganga Lika Vyuma vyaKwoloka
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1.245309 |
Ŵakati ŵamara mugonero, ŵapositole ŵakamba kulimbana kuti ni njani wakaŵa wakuzirwa chomene pakati pawo.
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Ka pa pitile otembo yalua tunde eci ovapostolo va lihoyisa pokati nda helie wa velapo.
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1.245309 |
Pakufiskika kwachiŵiri uku ndiko vikukolerana na Ufumu wa Chiuta.
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Oku tẽlisiwa kuonepa yavali ku tiamisiwila Kusoma wa Suku.
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1.245294 |
Ŵakamunyozanga kuti: "Monire, Themba la Ŵayuda!"
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3Va kala amave ya kuye, hava tyaa: "Lyepeko, ohamba yOvajuda!"
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1.245235 |
Amamavyara ŵakafwa mu 1975.
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Inaye wa fa ko 1975.
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1.245231 |
31 Kweni ŵanandi awo mbakwamba ŵazamuŵa ŵaumaliro, ndipo ŵaumaliro ŵazamuŵa ŵakwamba."+
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Yesu amisako hati: "Pole, valua va livanga, ovo va ka sulako kuenda vana va sulako, ovo va livanga."
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1.245214 |
Lekani pati pajumpha myezi 6, tikamanya mazgu ghachoko waka ghachiyowoyero cha Chitagalogi.
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Eci pa pita olosãi epandu, tua kũlĩhĩle lika olondaka vimue kelimi lio Tagalog.
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1.245192 |
Pa nyengo ya muwuso wa Nazi mu Germany, ŵanji ŵakakomeka.
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Pefimbo lepangelo loNazi moGerman, vamwe ova dipawa nokuli.
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1.245167 |
Kasi ni khumbo la Chiuta kuti ŵanthu ŵafwenge?
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Anga hẽ Suku wa yonguile okuti olofa vi panga onepa komuenyo wetu?
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1.245117 |
Kweni pasono chikuru tili na 'chakurya na vyakuvwara, tiŵenge ŵakukhorwa na vinthu ivi.'
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Cilo "Nda tu kuete okulia leci tu lisikilĩla ci tu tela."
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1.245035 |
12 Tiyelezgere kuti mwamupa chawanangwa chiwemi mubwezi winu.
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12 Sokolola okuti wa eca ombanjaile yimue ya velapo kekamba liove.
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1.245024 |
Panji mukuwona kuti Ciuta wakuzgora yayi malurombo ghinu?
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Ale osima okuti olohutililo viove ka via siatele oku tambuluiwa?
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1.245004 |
Mpawo Aroni wakati: 'Amundipe ngolida nzimulazyo.'
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Arone wa popia hati: 'Neni kokuange ulu wene.'
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1.244879 |
"Nkhapulika mazgu ghakuru kufuma ku chitengo, ghakati: 'Wonani!
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"Noke nda yeva ondaka yolukandi ya tunda kocalo yiti: 'Tala!
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in Data Studio
Tumbuka-Umbundu_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: Tumbuka-Umbundu_Sentence-Pairs
- Number of Rows: 99125
- Number of Columns: 3
- Columns: score, Tumbuka, Umbundu
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).Tumbuka: The first sentence in the pair (language 1).Umbundu: 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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