Datasets:

amn-raw
/

nigerian-asr-dataset

id string	speaker_id string	transcription string	language string	gender string
hau_400	3	Dambu kadai ake sayarwa a cikin wannan ma'aikatar.	ha	Female
hau_1617	6	‘Yan wasan gaba na Nigeria sun hada, Kelechi Iheanacho, Samuel Chukwueze, Moses Simon, Ademola Lookman, Victor Osimhen, Terem Moffi da kuma Ahmed Musa.	ha	Male
hau_418	3	Za mu yi anko ranar Hawan Sallah.	ha	Female
hau_1629	6	Gefan tekun Bar Beach a jihar Lagos ya kasance wajen hutun baƙi.	ha	Male
hau_507	5	Maciji a jikin reshe mara ganye ya fasa kai.	ha	Female
hau_1738	8	Wannan kogi ne da dare lokacin hasken farin wata.	ha	Male
hau_288	3	Sittin ka raba ta gida biyu zata baka talatin	ha	Female
hau_478	5	Kwallo ta shiga raga	ha	Female
hau_1118	2	Wanene Bola Ahmad tinubu? Shine Sabon Shugaban kasar Nijeriya	ha	Male
hau_1661	6	Ranar Tunawa da Sambisa ta kasance ranar 22 ga Disambar kowacce shekara don tunawa da mazan jiya da suka yi yaki da ‘yan Boko Haram a Borno.	ha	Male
hau_1609	6	Tun bayan komawar Nigeria mulkin Demokuraɗiyyar a 1999 Shugabannin da suka mulku sun haɗa da Olusegun Obasanjo, Umaru Musa ‘Yar’Adua, Goodluck Jonathan, Muhammadu Buhari sai shugaban yanzu Bola Tinubu.	ha	Male
hau_1299	4	Daya bisa hudun dari shi ne ashirin da biyar	ha	Male
hau_1371	4	Yankari, Gadon Kaya, Obudu, Gashaka Gumti, Minjibir, Hubbaren Shehu Usmanu, Gamborun Gala, Kogin Neja, Dam ɗin Shiroro, Jejin Baturiya, Mileniyon pak (Millennium Park) , Rijiyar Kusugu.	ha	Male
hau_840	7	Daga CBN kuwa za'a taho ne zuwa MTD police station round about zuwa central hotel round about Kuma zuwa titin audu bako da ke Kano.	ha	Female
hau_621	5	Rabiu Musa Kwankwaso shohon ministan Tsaron Nijeriya	ha	Female
hau_491	5	Gada a karkashin kogi.	ha	Female
hau_1631	6	Katangar Queen Amina Walls ta kasance ganuwa a fadar Masarautar Zazzau.	ha	Male
hau_726	5	Watarana Wata ya ta taɓa aika ɗan kwaro zuwa ga mutane. yace ce, “kaje wurin mutane, ka faɗa musu cewa na mutu, kuma na dawo sannan kuma ka fada musu suma zasu mutu kuma zasu dawo. Kwaron nan ya fara tafiya kenan sai wani kurege ya rugo da gudu ya tambaye shi Ina zai je?, Sai kwaro yace Wata ne ya aikeni wurin mutane...	ha	Female
hau_1904	8	Da babbar Salla ake yanka ragunan layya.	ha	Male
hau_1277	4	Za a samu yanayi mara dadi idan Allah Ya kaimu jibi Lahadi inda za a samu hazo, iska da kura zata kai kimanin talatin da biyar a ma’aunin yanayi.	ha	Male
hau_1074	2	Wasu mata uku sun haifi yara 'yan uku a asibiti.	ha	Male
hau_586	5	1) Balaguro daga Obajana jihar Kogi Zuwa Kaduna 2) Bayan an wuce Ajakuta da kimanin Rabin sa'a 3) Sai abi kantitin da zaikaika Babban titin taraya Wanda zai Kai ka har titin Kano Dake Jihar Kaduna.	ha	Female
hau_1672	6	Gwamnatin Nigeria zata bada hutun aiki har sau uku a watan Disamba?	ha	Male
hau_1555	6	Dogon kogi.	ha	Male
hau_1888	8	Doya kuwa idan ta dahu aka daka sakwara akwai daɗi	ha	Male
hau_1005	2	Ga tagar wani ɗaki a buɗe da fulawa a kusa da shi	ha	Male
hau_682	5	Bokitin Larai ja ne.	ha	Female
hau_1849	8	Titus ya ji daɗin abincin da muka sayo dazu.	ha	Male
hau_1006	2	Wannan wata alama ce dake nuna mahaifi da mahaifiya da yaronsu.	ha	Male
hau_406	3	Kungiyar Kwadago ta NLC tayi barazanar tafiya yajin aiki a makon gobe.	ha	Female
hau_1682	6	Jon Fosse ne ya lashe kyautar Nobel kan adabi ta 2023. An ba da lambar yabo ta Nobel a cikin adabi na 2023 ga marubucin Norwegian, Jon Fosse, ya samu kyautar ne “saboda sabbin wasannin kwaikwayo da larabci da ya rubuta don waɗanda ba su da hanyar a saurare su zuwa hanyar miƙa saƙonsu ga mahukunta." Babban marubucin ya ...	ha	Male
hau_1460	4	Wata rana wani kare yana tone-tone a kasa sai ya tono wani abu mai ɗauke da zinare da ya yawa mai tsada. Sai ya tsaya yana kallon abin cikin jiki daɗi da mamaki da tunanin abubbuwan da zai saya da kuɗaɗen da zai samu, idan ya sayar sayar da wannan zinare, har lokaci ya ƙure bai ci abinci ba. Sai ga angulu ya sauka a ga...	ha	Male
hau_737	7	Zane Mai kusurwa hudu guda uku da zane mai zagaye guda biyu..	ha	Female
hau_1678	6	Canjin yanayi shi ne babbar barazanar wanzuwar duniyarmu. Idan ba mu taƙaita hayaƙi mai gurɓata muhalli daga ƙona wasu ɓurɓushin halittu kamar wanda suke alaƙa da mai, illar da ke tattare da hauhawar yanayin zafi a duniya ya hada da dimbin amfanin gona da rashin halittun cikin ruwa, da ɓacewar dubban ɗaruruwan nau’o’in...	ha	Male
hau_1594	6	Na daya Ali yana zuwa makarantar firamare. 2. Hauwa tana girki kullum. 3. Zai tafi filin wasanni da Musa. 4. Zaidu na tattaunawa da ‘yan wasa. 5. Da sa hannun Ishaq aka yi karatun. 6. Mun zauna a gidan Saleh. 7. Umar na shan lemun kwalba. 8. Za a tafi aikin hajji da Zakariyya. 9. Isa ya wuce kasuwanci a birni 10. Ma’aw...	ha	Male
hau_382	3	Shagon yana daga gefen filin parking kofar gabas.	ha	Female
hau_530	5	Hasashen masana ya bayyana cewa a yau garin zai kasance na sanyi bisa maki40 yau baza'ai rana ba.	ha	Female
hau_180	1	Za ka haƙura da zuwa sai ranar Lahadi?	ha	Female
hau_1364	4	Wane shugaban Najeriya ya fi shan wahalar yaƙi da ƴan ta'adda? Shugaba Goodluck Ebele Johnathan ne ya fi shan wahalar yaƙi da ƴan ta'adda. Tun dawowa mukin dimokuraɗiyya.	ha	Male
hau_971	7	A wani lokaci, akwai wani biri wanda ya san kansa sosai game da bayansa. A zatonsa mummuna ne shi da rashin kyan gani, shi kuma yana kokarin rufewa. Watarana yaga wata Alade mai doguwar wutsiya mai kyau. Ya yi kishi sosai, ya tambayi Alade ko zai iya samun guntun jelarsa ya rufe masa bayansa. Wannan buqatar ta biri ya ...	ha	Female
hau_223	1	An yi wani biri wanda ya yi matukar damuwa da mazaunansa. Yana ganin cewa suna da muni, kullum so yake ka dinga rufe su. Watarana sai ya haɗu da qani Dila mai doguwar bindi kyakkyawa. Sai ya nemi dila da ya sam masa bindinsa don ya rufe bayansa. Wannan batu ya ba wa dila dariya. Ya tambayi biri me zai yi da dogon bindi...	ha	Female
hau_1897	8	A ranar 12 ga watan Yunin 1993 Moshood Abiola ya lashe zabe Shugaban kasa a jam'iyyar NRC ya kayar da Shehu Musa 'Yar'Aduwa na jam'iyyar SDP.	ha	Male
hau_1880	8	A jihar Legas akwai wurin tarihi na cinikin bayi da ke Badagri	ha	Male
hau_1274	4	Ana san ran idan Allah Ya kaimu gobe Asabar tara ga Faburairun shakarar dubu biyu da ashirin da huxu za a wayi gari da yanayi mai tsananin sanyi da zai kai sha biyu a ma’aunin sanyi.	ha	Male
hau_313	3	Nine nazo a na uku a wannan karan. A wancan lokacin Zainab ce tazo ta uku	ha	Female
hau_1576	6	Sai a cigaba da tafiya a bi hannun dama ta titin N Okonjo Iweala way.	ha	Male
hau_1268	4	Tsubin litattafai ke nan aje a wuri guda	ha	Male
hau_569	5	Na sayi alewa guda biyar a hanya kuma wadannan alawowi guda biyar duka na Shayne su.	ha	Female
hau_1802	8	Uku a raba da takwas sau takwas= ya zama uku.	ha	Male
hau_1068	2	Muna da duniyoyi tara ne .	ha	Male
hau_1814	8	Cikin shekaru sittin ya je kasashe sittin na duniya.	ha	Male
hau_1931	8	Hukumar kwallon kafa ta duniya wato FIFA ta bayyana kasar Rasha (Russia) a matsayin kasar da za ta ɗauki nauyin gasar wasan kwallon kafa ta shekara ta DUBU BIYU DA GOMA SHA TAKWAS (2018). Kasar Katat kuma ita za ta ɗauki nauyin gasar wasan kwallon kafa ta shekara ta DUBU BIYU DA ASHIRIN DA BIYU (2022). Hukuncin ya biyo...	ha	Male
hau_277	3	A ranar juma'a ake sa ran yin sanyin da yafi ko wacce rana da aka gani bisa matakin Celsius biyar.	ha	Female
hau_326	3	a. Duk Dan Adam yanada hakkin samun ilimi a ko ina. Ilimi ya kamata ya zama kyauta a kalla a matakin firamare, kuma ilimin firamare wajibi ne. Dangane da ilimin fasaha da na sana'a har ma da manyan makarantu, kofofinsu a bude suke ga kowa da kowa matukar dai an cika sharuddan samun su. b. Manufar ilimi ita ce daukaka d...	ha	Female
hau_1658	6	Hutun Ranar babbar Sallah Eid-al-Adha rana ce wacce ake yin bukukuwan sallah wacce ta zama ranar hutu ga kowa.	ha	Male
hau_1497	6	Dala na dutse a cikin ciyawa	ha	Male
hau_481	5	Zagayayyan da'irara mai launin shudi mai haske yana dauke da da'irara mai kusurwa shida	ha	Female
hau_1801	8	Daya a raba da biyu a haɗa da daya a raba da shida= biyu a raba da uku	ha	Male
hau_543	5	Sha daya a hada da uku ya zama sha hudu.	ha	Female
hau_1624	6	Ganuwar katangar birnin Kano da ake kira da Kano City Wall ta kai nisan kilomita 14.	ha	Male
hau_759	7	Zanen keken hawa.	ha	Female
hau_1215	2	Wata rana Zaki yana barci sai wani ɗan karamin bera ya fara guje guje sama da ƙasa akansa bada jimawa ba Zakin ya farka daga barcin da yake ya bude bakin sa zai hadiye shi, sai wannan karamin beran yace ya Sarki kayi hakuri ka gafarta min wa ya san abin da zan iya yi maka watarana , nan Zakin ya cika da tunani shin wa...	ha	Male
hau_1761	8	Wannan hasashen yanayi ne na mako guda tun daga Laraba zuwa wata. A sama dai ma'aunin yanayin digiri goma sha biyu ya nuna. Wato za a yi ta samun sanyi ne irin na raba da safe. Daga rana zuwa yamma a samu zafin rana.	ha	Male
hau_527	5	Hasashen masana ya bayyana cewa a yau Laraba rana za'a samu jifa jifa da kuma lullumi bisa maki ashirin da uku sannan yanayin ya koma bisa maki sha takwas..	ha	Female
hau_911	7	Hutun babbar sallah, hutun karamar sallah, hutun zagayowar ranar samun yancin Kai, hutun ranar maulidi, hutun kirismeti, hutun ranar ma'aikata, hutun Easter, hutun good Friday, hutun sabuwar shekara, hutun ranar dambe da sauransu.	ha	Female
hau_1636	6	Musa yana son cin tuwo da daddare.	ha	Male
hau_1548	6	Miliyan daya sau daya a cikin biyar ya zama dubu dari biyu.	ha	Male
hau_1353	4	Wace ƙasa ce ke makwabtaka da Najeriya ta Arewa? Ƙasar Nijar ce ke makwabtaka da Najeriya ta Arewa.	ha	Male
hau_614	5	1) Wacce kasa ce take da Tsaunikan Kilimanjaro? Kasar Tazania itace keda wannan tsauni	ha	Female
hau_69	1	Barewa ita ce dabba ta farko da ta fi kowacce gudu a duniya, zomo shi ne na biyu.	ha	Female
hau_1706	6	Wata rana ne Zaki na barci sai wani ɗan ƙaramin ɓera ya fara gudu sama da ƙasa; wannan ba da jimawa ba ya farkar da Zakin, ya buɗe bakinsa zai haɗiye shi. Sai ɓeran ya fara cewa, “Yi min afuwa, ya Sarki,” in ji ƙaramin ɓera: “Ka gafarta mini a wannan karon, ba zan taɓa mantawa da wannan rana ba: wane ne ya san abin da ...	ha	Male
hau_76	1	Duka 'yan adam ɗaya suke ba wanda ya fi wani wajen haƙƙi da 'yanci.	ha	Female
hau_642	5	Me ya sa littafin adana tarihi na duniya ke kallon tasirin manyan addinai ?	ha	Female
hau_1127	2	wanene Muhammad Ali? Muhammad Ali Dan wasan dambe ne shin ya taba yin rashin nasara? Sau daya kawai	ha	Male
hau_765	7	Zan karanta littafai guda shida saboda jarabawa ta kusa..	ha	Female
hau_1505	6	Doki na gudu mai launin jar gurar a cikin da'ira mai launin rawaya.	ha	Male
hau_503	5	Taga dauke da kwaliyar koren fure a tsakiyar sa	ha	Female
hau_1936	8	Akwai rashin jin daɗi ga kasashen da Russia da Qatar suka yi nasara a kansu. "Gaskiya ba mu ji daɗi ba kwarai. Kuma duk da mun yi iyaka bakin kokarinmu," in ji jakadan kasar Ingila Gary Lineker. Tawagarmu ta yi duk abin da ya kamata. Sai dai kawai mu yi wa kasar Rasha fatar alheri da fatar za su jagoranci gudanar da wa...	ha	Male
hau_1471	6	Alwatika mai ruwan toka-toka da da'irar mai launin jar garura	ha	Male
hau_1155	2	Fura da Nono suna saka kasala? kwarai suna sakawa dame akeyin fura? da gero	ha	Male
hau_1599	6	Farida ta samu nasarar jarrabawar shiga jami’a	ha	Male
hau_198	1	Fitaccen tauraron fina-finan Hausa na Kannywood Ali Nuhu ya ce inda don ta shi ne ya fi so ɗansa ya gaje shi a harkar fim. To amma kuma a cewar sa ɗan nasa ya fi sha'awar harkar ƙwallon ƙafa, dalilin da ya sa kenan ya mara masa baya, domin ya cimma burinsa. Ali Nuhu ya ce ''abin da zamani ya zo da shi yanzu shi ne, id...	ha	Female
hau_489	5	Da'ira mai kusurwa uku samansa akwai da'ira mai launin ruwan goro.	ha	Female
hau_1779	8	Yau za a kasance cikin sauyin yanayi a wunin gaba daya.	ha	Male
hau_1542	6	Ashirin a raba gida hudu ya zama biyar.	ha	Male
hau_156	1	Da me ake yin miyar taushe? Miyar taushe ana yin ta da kayan miya wato tattasai da tumatir da attarugu da albasa, sai allayyahu da kabewa da kuma yakuwa.	ha	Female
hau_89	1	Mun taso daga ƙofar Na'isa muka karya kwana zuwa Gwale Veterinary Clinic, sannan muka yi Mandawari Sabon Titi daga nan mu ɗau hanya zuwa Kasuwar Rimi.	ha	Female
hau_1128	2	Ali Nuhu, Sani Danja, Osita ehemen,Funke, Devido, P Squere,	ha	Male
hau_1765	8	Nan alamun ne na hasashen yanayi na mako guda tun daga Laraba zuwa wata Larabar. Kuma duka ma'aunan sun nuna alamun za a yi ta shan ruwan sama ne. Yana da kyau a dinga fita da lema da kuma rigar ruwa. Don kada mutum ya jike sharkaf.	ha	Male
hau_1805	8	Audu ya taimaka an ci kwallo da yawa jiya.	ha	Male
hau_787	7	Da yammacin yau ne ake sa ran samun sassanyan yanayi.	ha	Female
hau_306	3	Za'a bada kyautar waya ga wanda yazo na uku. Salisu ne yazo na uku sai aka bashi kyautar.	ha	Female
hau_1586	6	Wurin shaƙatawa na Okomu National Park yana jihar Edo. Okomu sanan nan wuri ne a cikin Edo.	ha	Male
hau_318	3	Musa yana iya minti sha biyar yana Sallah kafin su koma aji. Duk da haka minti sha biyar din baya isar sa	ha	Female
hau_1914	8	Mutane uku sun mutu ranar Litini saboda sun kamu da cutar zazzabin bera	ha	Male
hau_9	1	Gajimare a saman shukoki 2. Shukoki a gaban tsauni 3. Tsauni a bayan shukoki.	ha	Female
hau_1152	2	Funkasau nada dadi da bikin sallah	ha	Male
hau_625	5	Okocha, Kanu, Ahmad musa,	ha	Female
hau_124	1	Shugaba Muhammad Buhari sau biyu ya mulki Najeriya.	ha	Female
hau_1867	8	Tsohon dan wasan kwallon kafa marigayi Rashid Yekini ya fitar da Nijeriya kunya a lokuta da dama. A lokacin suna tare da su Daniel Amokachi da Sunday Oluse da Samson Siasia da Mathew Adefoju da Finidi George da Peter Rufai da sauransu.	ha	Male

End of preview. Expand in Data Studio

NaijaVox ASR Dataset

An ASR dataset for four Nigerian languages — Hausa, Igbo, Yoruba, and Nigerian Pidgin — sourced from Google's Waxal corpus. Built to train and evaluate automatic speech recognition models for Nigerian languages.

Configs

Config	Language	Train	Validation	Test	Total
`ha`	Hausa	1655	296	20	1971
`ig`	Igbo	1604	287	20	1911
`yo`	Yoruba	2192	392	27	2611
`pcm`	Nigerian Pidgin	1674	299	20	1993

Splits: train 84% / validation 15% / test 1% (shuffled with seed 42).

Data fields

id: unique identifier
speaker_id: speaker identifier
audio: audio dict (array, sampling_rate)
transcription: transcript of the audio
language: language code (ha, ig, yo, pcm)
gender: speaker gender

How to use

from datasets import load_dataset

ds = load_dataset("amn-raw/nigerian-asr-dataset", "ha")   # or ig / yo / pcm
train = ds["train"]

example = train[0]
print(example["transcription"])
print(example["audio"]["sampling_rate"])

License

Sourced from Google's Waxal corpus, licensed under CC-BY-SA-4.0. The same license applies to this dataset.

Citation

@article{waxal2026,
  title={WAXAL: A Large-Scale Multilingual African Language Speech Corpus},
  author={Diack, Abdoulaye and Nelson, Perry and Agbesi, Kwaku and Nakalembe, Angela and MohamedKhair, MohamedElfatih and Dube, Vusumuzi and Siyavora, Tavonga and Venugopalan, Subhashini and Hickey, Jason and Okonkwo, Uche and Bapna, Abhishek and Wiafe, Isaac and Helegah, Raynard Dodzi and Atsakpo, Elikem Doe and Nutrokpor, Charles and Winful, Fiifi Baffoe Payin and Solaga, Kafui Kwashie and Abdulai, Jamal-Deen and Ekpezu, Akon Obu and Niyonkuru, Audace and Rutunda, Samuel and Ishimwe, Boris and Melese, Michael and Bainomugisha, Engineer and Nakatumba-Nabende, Joyce and Katumba, Andrew and Babirye, Claire and Mukiibi, Jonathan and Kimani, Vincent and Kibacia, Samuel and Maina, James and Emmah, Fridah and Shekarau, Ahmed Ibrahim and Adamu, Ibrahim Shehu and Abdullahi, Yusuf and Lakougna, Howard and MacDonald, Bob and Shemtov, Hadar and Walcott-Bryant, Aisha and Cisse, Moustapha and Hassidim, Avinatan and Dean, Jeff and Matias, Yossi},
  journal={arXiv preprint arXiv:2602.02734},
  year={2026}
}

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Paper for amn-raw/nigerian-asr-dataset

WAXAL: A Large-Scale Multilingual African Language Speech Corpus

Paper • 2602.02734 • Published Feb 2 • 4