Automatic Speech Recognition
Transformers
Safetensors
English
whisper
african-accented-english
clinical-asr
afrispeech
Eval Results (legacy)
Instructions to use Professor/whisper-small-afrispeech with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Professor/whisper-small-afrispeech with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="Professor/whisper-small-afrispeech")# Load model directly from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq processor = AutoProcessor.from_pretrained("Professor/whisper-small-afrispeech") model = AutoModelForSpeechSeq2Seq.from_pretrained("Professor/whisper-small-afrispeech", device_map="auto") - Notebooks
- Google Colab
- Kaggle
File size: 4,087 Bytes
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overall,all,22.94390064203768,6178
domain,clinical,29.843546562506667,3508
domain,general,16.231649328266784,2670
accent,afemai,31.51862464183381,17
accent,afo,25.096525096525095,26
accent,afrikaans,11.71259842519685,54
accent,agatu,61.554192229038854,55
accent,akan (fante),23.68972746331237,32
accent,akan,15.130023640661939,26
accent,alago,17.884405670665213,51
accent,anaang,30.263157894736842,136
accent,angas,39.82002249718785,64
accent,bagi,40.92409240924093,19
accent,bajju,18.606701940035272,72
accent,bassa-nge/nupe,30.555555555555557,19
accent,bassa,29.518072289156628,47
accent,bekwarra,17.894736842105264,53
accent,benin,15.089514066496163,21
accent,berom,26.827012025901944,80
accent,bette,54.83870967741935,3
accent,bini,51.024811218985974,93
accent,brass,9.447236180904522,61
accent,delta,22.375397667020145,49
accent,ebiobo,15.11111111111111,25
accent,ebira,23.868312757201647,45
accent,edo,16.81159420289855,18
accent,efik,57.798165137614674,25
accent,eggon,13.590671491757137,134
accent,ekene,21.816386969397826,65
accent,eket,33.0,27
accent,ekpeye,26.67844522968198,78
accent,eleme,30.321592649310876,46
accent,english,25.103448275862068,92
accent,epie,23.86634844868735,55
accent,esan,9.25925925925926,14
accent,estako,48.507462686567166,15
accent,etche,22.997416020671835,48
accent,etsako,37.24137931034483,23
accent,fulani,35.413153456998316,54
accent,gbagyi,28.188775510204085,48
accent,gerawa,48.4304932735426,10
accent,hausa/fulani,47.89915966386555,10
accent,hausa,26.799687010954614,194
accent,ibani,35.57692307692308,42
accent,ibibio,19.63562753036437,57
accent,idah,47.67726161369193,33
accent,idoma,28.31858407079646,60
accent,igala,44.5945945945946,12
accent,igarra,38.59111791730474,52
accent,igbo and yoruba,13.333333333333334,41
accent,igbo,20.20492539996405,352
accent,ijaw(nembe),35.9724612736661,51
accent,ijaw,24.41634241245136,80
accent,ika,15.151515151515152,43
accent,ikulu,36.61971830985916,60
accent,ikwere,12.054507337526205,49
accent,ishan,41.883116883116884,23
accent,isindebele,10.843373493975903,10
accent,isixhosa,11.702127659574469,18
accent,isizulu,17.77642028100183,100
accent,isoko,16.149068322981368,19
accent,itsekiri,21.236872812135356,54
accent,izon,23.589743589743588,21
accent,jaba,32.90978398983482,64
accent,jukun,12.060301507537687,44
accent,kalabari,33.99503722084367,41
accent,kanuri,37.11229946524064,55
accent,khana,47.5,50
accent,kikuyu,14.888888888888888,27
accent,kinyarwanda,23.41269841269841,15
accent,kiswahili,15.384615384615385,16
accent,kubi,22.3201174743025,44
accent,luganda,21.196581196581196,44
accent,luhya,23.40585146286572,82
accent,luo,9.923664122137405,15
accent,mada,33.35358444714459,101
accent,meru,16.19047619047619,10
accent,mwaghavul,58.05763073639274,76
accent,nembe,23.39622641509434,16
accent,ngas,21.19402985074627,18
accent,nupe,13.953488372093023,11
accent,nyandang,42.43421052631579,25
accent,obolo,18.993135011441648,37
accent,ogbia,37.755102040816325,42
accent,ogoni,30.18867924528302,24
accent,okirika,8.239700374531834,52
accent,oklo,21.052631578947366,54
accent,okrika,34.31372549019608,10
accent,pidgin,17.83166904422254,45
accent,sepedi,25.830258302583026,18
accent,sesotho,24.463519313304722,16
accent,setswana,16.701902748414376,97
accent,shona,12.650602409638553,11
accent,siswati,13.91304347826087,8
accent,sotho,12.260536398467432,18
accent,south african english,20.43010752688172,5
accent,swahili,15.748563703954039,519
accent,tiv,17.51824817518248,13
accent,tshivenda,11.188811188811188,18
accent,tswana,15.472779369627506,41
accent,twi,11.91588785046729,57
accent,ukwuani,21.045454545454547,129
accent,urhobo,17.431192660550458,21
accent,urobo,28.345498783454985,42
accent,venda and xitsonga,15.021459227467812,14
accent,venda,14.285714285714285,1
accent,xhosa,19.365079365079367,21
accent,yala mbembe,19.66873706004141,29
accent,"yoruba, hausa",15.55104800540906,88
accent,yoruba,21.849234393404004,641
accent,zulu,18.148951554591466,172
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