Model,Model_Link,CommonVoice_WER,CommonVoice_CER,FLEURS_WER,FLEURS_CER,MDC_Scripted_WER,MDC_Scripted_CER,Average_WER,Params,RTF,Model_Type,License,Training_Data
openai/whisper-large-v3,https://huggingface.co/openai/whisper-large-v3,12.64,5.27,5.84,1.59,17.74,7.29,12.07,1.55B,0.065,Encoder-Decoder,MIT,680k hours (multilingual)
openai/whisper-large-v2,https://huggingface.co/openai/whisper-large-v2,14.70,6.15,6.54,1.77,20.35,8.12,13.86,1.55B,0.065,Encoder-Decoder,MIT,680k hours (multilingual)
openai/whisper-large-v1,https://huggingface.co/openai/whisper-large,16.04,6.57,7.51,2.03,23.20,9.87,15.58,1.55B,0.066,Encoder-Decoder,MIT,680k hours (multilingual)
openai/whisper-medium,https://huggingface.co/openai/whisper-medium,20.93,8.74,8.75,2.44,25.98,11.01,18.55,769M,0.051,Encoder-Decoder,MIT,680k hours (multilingual)
cahya/wav2vec2-base-turkish,https://huggingface.co/cahya/wav2vec2-base-turkish,19.68,5.22,21.30,5.99,42.54,7.82,27.84,95M,0.003,CTC,Apache 2.0,Turkish CommonVoice
openai/whisper-small,https://huggingface.co/openai/whisper-small,33.87,14.80,14.98,3.77,33.85,13.37,27.57,244M,0.029,Encoder-Decoder,MIT,680k hours (multilingual)
y0mur/voxtral-turkish-commonvoice-ft,https://huggingface.co/y0mur/voxtral-turkish-commonvoice-ft,35.10,23.40,24.43,10.37,32.14,22.43,30.56,3B+31M LoRA,0.55,Multimodal Decoder,Apache 2.0,CV17 Turkish (26.5k samples)
mpoyraz/wav2vec2-xls-r-300m-cv8-turkish,https://huggingface.co/mpoyraz/wav2vec2-xls-r-300m-cv8-turkish,22.05,5.15,25.61,6.52,46.35,8.38,31.34,300M,0.003,CTC,Apache 2.0,Turkish CommonVoice v8
facebook/mms-1b-all,https://huggingface.co/facebook/mms-1b-all,29.53,6.61,17.59,3.73,55.07,10.72,34.06,1B,0.007,CTC,CC-BY-NC 4.0,1000+ languages
y0mur/voxtral-turkish-fleurs-ft,https://huggingface.co/y0mur/voxtral-turkish-fleurs-ft,45.15,34.29,21.94,9.81,37.57,26.38,34.89,3B+31M LoRA,0.55,Multimodal Decoder,Apache 2.0,FLEURS Turkish (948 samples)
alikanakar/whisper-synthesized-turkish-4-hour,https://huggingface.co/alikanakar/whisper-synthesized-turkish-4-hour,45.62,31.12,25.20,8.00,49.71,12.18,40.18,244M,0.028,Encoder-Decoder,MIT,4h synthetic Turkish
ozcangundes/wav2vec2-large-xlsr-53-turkish,https://huggingface.co/ozcangundes/wav2vec2-large-xlsr-53-turkish,37.93,9.12,39.11,9.46,47.32,9.08,41.45,300M,0.003,CTC,Apache 2.0,Turkish XLSR-53
oguzhankarahan/asr-300m-turkish,https://huggingface.co/oguzhankarahan/asr-300m-turkish,40.73,9.69,42.29,9.94,50.89,10.09,44.64,300M,0.004,CTC,Apache 2.0,Turkish dataset
openai/whisper-base,https://huggingface.co/openai/whisper-base,57.54,25.23,29.75,8.45,52.26,20.73,46.52,74M,0.019,Encoder-Decoder,MIT,680k hours (multilingual)
openai/whisper-tiny,https://huggingface.co/openai/whisper-tiny,89.94,46.10,46.69,16.08,74.63,32.64,70.42,39M,0.016,Encoder-Decoder,MIT,680k hours (multilingual)
y0mur/voxtral-turkish-mega-ft,https://huggingface.co/y0mur/voxtral-turkish-mega-ft,TBD,TBD,TBD,TBD,TBD,TBD,TBD,3B+31M LoRA,0.55,Multimodal Decoder,Apache 2.0,4 datasets (210k samples - TRAINING...)