Automatic Speech Recognition
Transformers
Safetensors
English
whisper
african-accented-english
clinical-asr
afrispeech
Eval Results (legacy)
Instructions to use Professor/whisper-medium-afrispeech with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Professor/whisper-medium-afrispeech with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="Professor/whisper-medium-afrispeech")# Load model directly from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq processor = AutoProcessor.from_pretrained("Professor/whisper-medium-afrispeech") model = AutoModelForSpeechSeq2Seq.from_pretrained("Professor/whisper-medium-afrispeech", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| group_type,group,wer,n | |
| overall,all,20.127355015261553,6178 | |
| domain,clinical,27.47219909927216,3508 | |
| domain,general,12.981997134491996,2670 | |
| accent,afemai,24.92836676217765,17 | |
| accent,afo,24.71042471042471,26 | |
| accent,afrikaans,7.97244094488189,54 | |
| accent,agatu,57.05521472392638,55 | |
| accent,akan (fante),24.10901467505241,32 | |
| accent,akan,17.257683215130022,26 | |
| accent,alago,14.067611777535442,51 | |
| accent,anaang,26.16396761133603,136 | |
| accent,angas,32.73340832395951,64 | |
| accent,bagi,44.884488448844884,19 | |
| accent,bajju,16.57848324514991,72 | |
| accent,bassa-nge/nupe,25.0,19 | |
| accent,bassa,31.024096385542173,47 | |
| accent,bekwarra,15.087719298245613,53 | |
| accent,benin,13.810741687979538,21 | |
| accent,berom,24.79185938945421,80 | |
| accent,bette,54.83870967741935,3 | |
| accent,bini,46.92556634304207,93 | |
| accent,brass,8.64321608040201,61 | |
| accent,delta,18.133616118769883,49 | |
| accent,ebiobo,12.444444444444445,25 | |
| accent,ebira,18.930041152263374,45 | |
| accent,edo,12.753623188405797,18 | |
| accent,efik,55.96330275229357,25 | |
| accent,eggon,11.540008041817451,134 | |
| accent,ekene,18.657453109575517,65 | |
| accent,eket,28.000000000000004,27 | |
| accent,ekpeye,23.674911660777383,78 | |
| accent,eleme,23.583460949464012,46 | |
| accent,english,22.689655172413794,92 | |
| accent,epie,18.973747016706444,55 | |
| accent,esan,7.87037037037037,14 | |
| accent,estako,57.46268656716418,15 | |
| accent,etche,19.25064599483204,48 | |
| accent,etsako,30.344827586206897,23 | |
| accent,fulani,31.871838111298484,54 | |
| accent,gbagyi,24.107142857142858,48 | |
| accent,gerawa,30.04484304932735,10 | |
| accent,hausa/fulani,43.69747899159664,10 | |
| accent,hausa,26.21283255086072,194 | |
| accent,ibani,32.30769230769231,42 | |
| accent,ibibio,14.5748987854251,57 | |
| accent,idah,46.69926650366748,33 | |
| accent,idoma,27.307206068268012,60 | |
| accent,igala,38.513513513513516,12 | |
| accent,igarra,32.618683001531394,52 | |
| accent,igbo and yoruba,11.393939393939394,41 | |
| accent,igbo,18.011864102103182,352 | |
| accent,ijaw(nembe),31.841652323580032,51 | |
| accent,ijaw,21.498054474708173,80 | |
| accent,ika,10.606060606060606,43 | |
| accent,ikulu,38.83299798792756,60 | |
| accent,ikwere,8.90985324947589,49 | |
| accent,ishan,37.33766233766234,23 | |
| accent,isindebele,9.036144578313253,10 | |
| accent,isixhosa,10.638297872340425,18 | |
| accent,isizulu,13.989004276114844,100 | |
| accent,isoko,14.906832298136646,19 | |
| accent,itsekiri,17.736289381563594,54 | |
| accent,izon,20.0,21 | |
| accent,jaba,30.1143583227446,64 | |
| accent,jukun,9.547738693467336,44 | |
| accent,kalabari,24.069478908188586,41 | |
| accent,kanuri,28.87700534759358,55 | |
| accent,khana,44.642857142857146,50 | |
| accent,kikuyu,14.222222222222221,27 | |
| accent,kinyarwanda,22.22222222222222,15 | |
| accent,kiswahili,10.096153846153847,16 | |
| accent,kubi,17.91483113069016,44 | |
| accent,luganda,17.094017094017094,44 | |
| accent,luhya,21.155288822205552,82 | |
| accent,luo,10.687022900763358,15 | |
| accent,mada,30.92345078979344,101 | |
| accent,meru,8.571428571428571,10 | |
| accent,mwaghavul,37.67342582710779,76 | |
| accent,nembe,16.22641509433962,16 | |
| accent,ngas,16.417910447761194,18 | |
| accent,nupe,15.11627906976744,11 | |
| accent,nyandang,44.07894736842105,25 | |
| accent,obolo,18.07780320366133,37 | |
| accent,ogbia,35.034013605442176,42 | |
| accent,ogoni,30.18867924528302,24 | |
| accent,okirika,7.397003745318352,52 | |
| accent,oklo,17.813765182186234,54 | |
| accent,okrika,33.33333333333333,10 | |
| accent,pidgin,15.406562054208273,45 | |
| accent,sepedi,22.14022140221402,18 | |
| accent,sesotho,18.025751072961373,16 | |
| accent,setswana,14.376321353065538,97 | |
| accent,shona,10.240963855421686,11 | |
| accent,siswati,13.043478260869565,8 | |
| accent,sotho,9.195402298850574,18 | |
| accent,south african english,19.35483870967742,5 | |
| accent,swahili,14.419285794750477,519 | |
| accent,tiv,11.678832116788321,13 | |
| accent,tshivenda,9.44055944055944,18 | |
| accent,tswana,12.750716332378223,41 | |
| accent,twi,10.2803738317757,57 | |
| accent,ukwuani,18.863636363636363,129 | |
| accent,urhobo,8.486238532110093,21 | |
| accent,urobo,23.600973236009732,42 | |
| accent,venda and xitsonga,12.875536480686694,14 | |
| accent,venda,21.428571428571427,1 | |
| accent,xhosa,19.047619047619047,21 | |
| accent,yala mbembe,18.012422360248447,29 | |
| accent,"yoruba, hausa",12.981744421906694,88 | |
| accent,yoruba,19.73890851982725,641 | |
| accent,zulu,16.630513376717282,172 | |