Leaderboard
CER
cerRecord
- Category
- speech-asr
- Scored models
- 306
Scores
| Model | Score |
|---|---|
| facebook/mms-300m | 100 |
| facebook/mms-300m | 100 |
| facebook/mms-300m | 100 |
| facebook/mms-300m | 100 |
| facebook/mms-300m | 100 |
| facebook/mms-300m | 100 |
| microsoft/Phi-4-multimodal-instruct | 99.16 |
| microsoft/Phi-4-multimodal-instruct | 99.16 |
| openai/whisper-small | 97.93 |
| — | 90 |
| openai/whisper-large-v2 | 66.02 |
| — | 58 |
| — | 58 |
| tiiuae/Falcon-H1-Tiny-Multilingual-100M-Base | 56.96 |
| UsefulSensors/moonshine-base | 45.54 |
| Qwen/Qwen3-ASR-0.6B-hf | 45.4 |
| owensong/Inflect-Nano-v1 | 45 |
| owensong/Inflect-Micro-v2 | 44 |
| Qwen/Qwen3-ASR-0.6B-hf | 40.8 |
| — | 37.55 |
| openai/whisper-tiny | 30.9 |
| openai/whisper-tiny | 30.9 |
| openai/whisper-large-v2 | 30.7 |
| CohereLabs/cohere-transcribe-arabic-07-2026 | 29.4 |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- category
- speech-asr
- id
- cer
- name
- CER
- schema version
- local-ai-registry/v1
rows
| variant | conf | context | model id | org | rank | root | score |
|---|---|---|---|---|---|---|---|
| mms-300m-waxal-lug | low | Cer | Unknown | waxal-benchmarking | 1 | facebook/mms-300m | 100 |
| mms-300m-waxal-sna | low | Cer | Unknown | waxal-benchmarking | 2 | facebook/mms-300m | 100 |
| mms-300m-waxal-lin | low | Cer | Unknown | waxal-benchmarking | 3 | facebook/mms-300m | 100 |
| mms-300m-waxal-ach | low | Cer | Unknown | waxal-benchmarking | 4 | facebook/mms-300m | 100 |
| mms-300m-waxal-nyn | low | Cer | Unknown | waxal-benchmarking | 5 | facebook/mms-300m | 100 |
| mms-300m-waxal-mas | low | Cer | Unknown | waxal-benchmarking | 6 | facebook/mms-300m | 100 |
| Phi-4-multimodal-instruct | low | fleurs-ko2en-cot | fleurs-en2ko-cot | phi-4-multimodal-instruct | microsoft | 7 | microsoft/Phi-4-multimodal-instruct | 99.16 |
| Phi-4-multimodal-instruct | low | fleurs-ko2en-cot | fleurs-en2ko-cot | phi-4-multimodal-instruct | Lexius | 8 | microsoft/Phi-4-multimodal-instruct | 99.16 |
| whisper-small-lingala-qlora | medium | Cer | whisper-small | Elod1e | 9 | openai/whisper-small | 97.93 |
| wav2vec2-large-uralic-voxpopuli-v2-finnish | high | CER (with LM) | Unknown | Finnish-NLP | 10 | — | 90 |
| whisper-large-v2-translate-zh-v0.2-st-ct2 | medium | Cer | whisper-large-v2 | chickenrice0721 | 11 | openai/whisper-large-v2 | 66.02 |
| wav2vec2-ljspeech-gruut | low | CER (w/o stress) | Unknown | bookbot | 12 | — | 58 |
| phoneme-scorer-v2-wav2vec2 | low | CER (w/o stress) | Unknown | ct-vikramanantha | 13 | — | 58 |
| MioTTS-0.1B | low | SS<br><sub>(CER=0)</sub> | falcon-h1-tiny-multilingual-100m-base | Aratako | 14 | tiiuae/Falcon-H1-Tiny-Multilingual-100M-Base | 56.96 |
| moonshine-base-bn | low | CER (%) | moonshine-base | Sanjidh090 | 15 | UsefulSensors/moonshine-base | 45.54 |
| qwen3-asr-0.6b-arabic-dialectal | low | CER | qwen3-asr-0-6b-hf | oddadmix | 16 | Qwen/Qwen3-ASR-0.6B-hf | 45.4 |
| PrimeTTS | medium | CER | Unknown | Luigi | 17 | owensong/Inflect-Nano-v1 | 45 |
| inflect-v2-coreml | low | CER* | Unknown | FluidInference | 18 | owensong/Inflect-Micro-v2 | 44 |
| qwen3-asr-0.6b-arabic-dialectal | high | Zero-shot WER | qwen3-asr-0-6b-hf | oddadmix | 19 | Qwen/Qwen3-ASR-0.6B-hf | 40.8 |
| monsoon-whisper-medium-gigaspeech2 | high | CER (GS2) | Unknown | typhoon-ai | 20 | — | 37.55 |
| whisper-tiny-waxal-lin | medium | **Test CER** | whisper-tiny | waxal-benchmarking | 21 | openai/whisper-tiny | 30.9 |
| whisper-tiny-waxal-lin | medium | **CER** | whisper-tiny | waxal-benchmarking | 22 | openai/whisper-tiny | 30.9 |
| Breeze-ASR-26 | low | Average CER (%) | whisper-large-v2 | MediaTek-Research | 23 | openai/whisper-large-v2 | 30.7 |
| cohere-transcribe-arabic-07-2026-dialectal-v2 | medium | CER | cohere-transcribe-arabic-07-2026 | oddadmix | 24 | CohereLabs/cohere-transcribe-arabic-07-2026 | 29.4 |
| whisper-tiny-grpo-5e2f49e-cv22-tiny-sftadaptive | medium | CER | whisper-tiny | wrice | 25 | openai/whisper-tiny | 29 |
| whisper-large-v3-turbo-arabic-dialectal | low | CER | whisper-large-v3-turbo | oddadmix | 26 | openai/whisper-large-v3-turbo | 27.8 |
| whisper-tiny-grpo-4bddbd7-cv22-tiny-klbeta02 | medium | CER | whisper-tiny | wrice | 27 | openai/whisper-tiny | 27 |
| cdli-whisper-ml-lug-swa-sunbird-full-a40 | medium | Cer | asr-whisper-large-v3-salt | KasuleTrevor | 28 | Sunbird/asr-whisper-large-v3-salt | 26.33 |
| whisper-tiny-mla-24lang | high | CER% | whisper-tiny | burakaydinofficial | 29 | openai/whisper-tiny | 25.1 |
| whisper-small-burmese-v2 | medium | Cer | whisper-small | myatsu | 30 | myatsu/whisper-small-burmese | 24.96 |
| whisper-tiny-waxal-lin | low | Cer | whisper-tiny | waxal-benchmarking | 31 | openai/whisper-tiny | 23.46 |
| whisper-small-japanese | high | CER | Unknown | Ivydata | 32 | — | 23.1 |
| wav2vec2-xlsr-multilingual-56 | high | CER | Unknown | voidful | 33 | — | 22.82 |
| whisper_small_ps_augmented | medium | Cer | Unknown | ihanif | 34 | ihanif/whisper_small_ps_augmented | 22.68 |
| wav2vec2-large-xlsr-53-punjabi | medium | Cer | Unknown | kingabzpro | 35 | Harveenchadha/vakyansh-wav2vec2-punjabi-pam-10 | 22.38 |
| whisper-small-waxal-lin | medium | **Test CER** | whisper-small | waxal-benchmarking | 36 | openai/whisper-small | 21.7 |
| whisper-small-waxal-lin | medium | **CER** | whisper-small | waxal-benchmarking | 37 | openai/whisper-small | 21.7 |
| cdli-whisper-ml-lug-swa-sunbird-full-a40-lr1e4 | medium | Cer | asr-whisper-large-v3-salt | KasuleTrevor | 38 | Sunbird/asr-whisper-large-v3-salt | 21.49 |
| qwen3-asr-0.6b-arabic-dialectal-v2 | low | CER | qwen3-asr-0-6b-hf | oddadmix | 39 | Qwen/Qwen3-ASR-0.6B-hf | 21.48 |
| cdli-whisper-ml-ugeng-lug-swa-sunbird-full-a40-lr1e4-5k | medium | Cer | asr-whisper-large-v3-salt | KasuleTrevor | 40 | Sunbird/asr-whisper-large-v3-salt | 21.44 |
| whisper-tiny-khmer | medium | Cer | whisper-tiny | sengtha | 41 | openai/whisper-tiny | 21.32 |
| moulsot.v0.3 | medium | CER | qwen3-asr-1-7b | atlasia | 42 | Qwen/Qwen3-ASR-1.7B | 21.3 |
| cdli-whisper-ml-ugeng-lug-swa-sunbird-full-a40-lr5e5 | medium | Cer | asr-whisper-large-v3-salt | KasuleTrevor | 43 | Sunbird/asr-whisper-large-v3-salt | 20.41 |
| wav2vec2-large-xlsr-53-japanese | high | CER | Unknown | jonatasgrosman | 44 | jonatasgrosman/wav2vec2-large-xlsr-53-japanese | 20.16 |
| cdli-whisper-ml-lug-swa-sunbird-full-a40-lr5e5-5k | medium | Cer | asr-whisper-large-v3-salt | KasuleTrevor | 45 | Sunbird/asr-whisper-large-v3-salt | 20.1 |
| wav2vec2-xls-r-300m-pashto | medium | Cer | Unknown | ihanif | 46 | facebook/wav2vec2-xls-r-300m | 19.72 |
| griot-nano-1 | low | CER | Unknown | Qlerqly | 47 | — | 19.27 |
| griot-nano-1-onnx | low | CER | Unknown | Qlerqly | 48 | — | 19.27 |
| wav2vec2-large-xlsr-53-chinese-zh-cn | high | CER | Unknown | jonatasgrosman | 49 | jonatasgrosman/wav2vec2-large-xlsr-53-chinese-zh-cn | 19.03 |
| Sunflower-Gemma4-E2B | low | Macro Language CER | gemma-4-e2b | Sunbird | 50 | google/gemma-4-E2B-it | 18.9 |
| mms-300m-waxal-lin | medium | **Test CER** | Unknown | waxal-benchmarking | 51 | facebook/mms-300m | 18.9 |
| mms-300m-waxal-lin | medium | **CER** | Unknown | waxal-benchmarking | 52 | facebook/mms-300m | 18.9 |
| whisper-base-mla-24lang | high | CER% | whisper-base | burakaydinofficial | 53 | openai/whisper-base | 18.7 |
| wav2vec2-large-xlsr-53-cantonese | medium | CER | Unknown | CAiRE | 54 | — | 18.55 |
| wav2vec2-large-xlsr-53-arabic | high | CER | Unknown | jonatasgrosman | 55 | jonatasgrosman/wav2vec2-large-xlsr-53-arabic | 18.18 |
| wav2vec2-large-japanese | high | CER | Unknown | NTQAI | 56 | — | 18.15 |
| wav2vec2-large-xlsr-japanese | medium | CER | Unknown | vumichien | 57 | — | 17.85 |
| cohere-transcribe-arabic-07-2026-dialectal | low | CER | cohere-transcribe-arabic-07-2026 | oddadmix | 58 | CohereLabs/cohere-transcribe-arabic-07-2026 | 17.4 |
| whisper-large-v2-vietnamese-lyrics-transcription | high | **CER (%)<br>Case-Sensitive** | whisper-large-v2 | kelvinbksoh | 59 | openai/whisper-large-v2 | 17.14 |
| mms-300m-waxal-ach | medium | **Test CER** | Unknown | waxal-benchmarking | 60 | facebook/mms-300m | 17.1 |
| mms-300m-waxal-ach | medium | **CER** | Unknown | waxal-benchmarking | 61 | facebook/mms-300m | 17.1 |
| whisper-small-waxal-lin | low | Cer | whisper-small | waxal-benchmarking | 62 | openai/whisper-small | 16.91 |
| whisper-small-egyptian-arabic | medium | CER | Unknown | MAdel121 | 63 | — | 16.76 |
| Qwen3-ASR-1.7B-JA-Anime-Galgame | low | CER | qwen3-asr-1-7b | jaykwok | 64 | Qwen/Qwen3-ASR-1.7B | 16.73 |
| whisper-small-egyptian-arabic | medium | CER | Unknown | MAdel121 | 65 | — | 16.7 |
| nemotron-ocr-v1 | medium | Character Error Rate | Unknown | nvidia | 66 | nvidia/nemotron-ocr-v1 | 16.33 |
| wav2vec2-large-xlsr-53-th | low | CER | Unknown | airesearch | 67 | — | 16.23 |
| wav2vec2-xls-r-1b-japanese-hiragana-katakana | medium | Cer | Unknown | AndrewMcDowell | 68 | — | 16.09 |
| BlueMagpie-TTS | low | CER | Unknown | OpenFormosa | 69 | OpenFormosa/BlueMagpie-TTS | 15.37 |
| whisper-small-arabic-dialectal-v2 | low | CER | whisper-small | oddadmix | 70 | openai/whisper-small | 15.28 |
| uk_wav2vec2_with_stress_mark | medium | Cer | Unknown | mouseyy | 71 | mouseyy/result_data_2-3 | 15.12 |
| whisper-small-arabic-dialectal | high | dialectal-arabic-lahgtna-v2 held-out test (932 clips) — CER | whisper-small | oddadmix | 72 | openai/whisper-small | 15.1 |
| batisay-ko-turbo | low | 실통화 CER | whisper-large-v3-turbo | batiai | 73 | openai/whisper-large-v3-turbo | 14.85 |
| azerbaijani-whisper-turbo | low | CER | whisper-large-v3-turbo | LocalDoc | 74 | openai/whisper-large-v3-turbo | 14.52 |
| azerbaijani-whisper-small | high | CER | whisper-small | LocalDoc | 75 | openai/whisper-small | 14.52 |
| parakeet-tdt-0.6b-EN-Medical | low | Zero-shot WER | Zero-shot CER | parakeet-tdt-0-6b-v3 | yuriyvnv | 76 | nvidia/parakeet-tdt-0.6b-v3 | 14.16 |
| whisper-large-v3-turbo-cantonese-yue-english | medium | CER | whisper-large-v3-turbo | JackyHoCL | 77 | openai/whisper-large-v3-turbo | 13.7 |
| Audar-ASR-V1-Flash | high | Open Universal Arabic ASR Leaderboard — Avg CER | Unknown | audarai | 78 | — | 13.65 |
| wav2vec2-xls-r-300m-sk-cv8 | medium | CER | Unknown | comodoro | 79 | — | 13.33 |
| wav2vec2-xls-r-300m-phoneme | medium | Cer | Unknown | vitouphy | 80 | — | 13.32 |
| Medical-Whisper-Large-v3 | low | CER | whisper-large-v3 | Na0s | 81 | openai/whisper-large-v3 | 13 |
| whisper-finetune-teochew | low | CER（%） | Unknown | panlr | 82 | — | 12.87 |
| whisper-small-waxal-ful | low | Cer | whisper-small | waxal-benchmarking | 83 | openai/whisper-small | 12.83 |
| whisper-tiny-waxal-lug | medium | **Test CER** | whisper-tiny | waxal-benchmarking | 84 | openai/whisper-tiny | 12.8 |
| whisper-tiny-waxal-lug | medium | **CER** | whisper-tiny | waxal-benchmarking | 85 | openai/whisper-tiny | 12.8 |
| whisper-small-combined-lin-sna-lug-olusola | medium | Cer | whisper-small | samolusola-personal | 86 | openai/whisper-small | 12.57 |
| whisper-large-v3-turbo-arabic-dialectal-v2 | low | CER | whisper-large-v3-turbo | oddadmix | 87 | openai/whisper-large-v3-turbo | 12.5 |
| wav2vec2-large-chinese-zh-cn | high | CER | Unknown | wbbbbb | 88 | — | 12.3 |
| whisper-medium-combined-lin-sna-lug-olusola | medium | Cer | whisper-medium | samolusola-personal | 89 | openai/whisper-medium | 12.21 |
| whisper-large-v3-arabic-dialectal-v2 | low | CER | whisper-large-v3 | oddadmix | 90 | openai/whisper-large-v3 | 12.03 |
| whisper-small-waxal-ful | medium | **Test CER** | whisper-small | waxal-benchmarking | 91 | openai/whisper-small | 12 |
| whisper-small-waxal-ful | medium | **CER** | whisper-small | waxal-benchmarking | 92 | openai/whisper-small | 12 |
| whisper-small-mla-24lang | high | CER% | whisper-small | burakaydinofficial | 93 | openai/whisper-small | 12 |
| whisper-small-waxal-sna | low | Cer | whisper-small | waxal-benchmarking | 94 | openai/whisper-small | 11.96 |
| whisper-small-hu | low | CER | whisper-small | SubZtep | 95 | openai/whisper-small | 11.7 |
| roest-v3-whisper-1.5b | low | [CoRal-v3::conversation](https://huggingface.co/datasets/CoRal-project/coral-v3/viewer/conversation/test) CER | whisper-large-v3 | CoRal-project | 96 | openai/whisper-large-v3 | 11.6 |
| roest-v3-wav2vec2-315m | low | [CoRal-v3::conversation](https://huggingface.co/datasets/CoRal-project/coral-v3/viewer/conversation/test) CER | Unknown | CoRal-project | 97 | facebook/wav2vec2-xls-r-300m | 11.6 |
| FireRedASR2-LLM | medium | **Avg CER (Dialects, 19 sets)** | Unknown | FireRedTeam | 98 | — | 11.55 |
| whisper-large-v3-turbo-arabic-dialectal | low | Zero-shot WER | whisper-large-v3-turbo | oddadmix | 99 | openai/whisper-large-v3-turbo | 11.5 |
| cohere-transcribe-arabic-07-2026-dialectal | low | Zero-shot WER | cohere-transcribe-arabic-07-2026 | oddadmix | 100 | CohereLabs/cohere-transcribe-arabic-07-2026 | 11.5 |
| nemotron-asr-litert-zhtw | low | CV zh-TW CER (n=120) | nemotron-3-5-asr-streaming-0-6b | Luigi | 101 | Luigi/nemotron-3.5-asr-streaming-0.6b-zhtw | 11.33 |
| whosper-large-v2 | medium | CER | whisper-large-v2 | CAYTU | 102 | openai/whisper-large-v2 | 11.01 |
| mms-300m-waxal-mas | medium | **Test CER** | Unknown | waxal-benchmarking | 103 | facebook/mms-300m | 11 |
| mms-300m-waxal-mas | medium | **CER** | Unknown | waxal-benchmarking | 104 | facebook/mms-300m | 11 |
| wav2vec2-large-xlsr-japanese-hiragana | medium | CER | Unknown | vumichien | 105 | — | 10.99 |
| nemotron-3.5-swahili-streaming-asr | low | CER | nemotron-3-5-asr-streaming-0-6b | Tonykip | 106 | nvidia/nemotron-3.5-asr-streaming-0.6b | 10.6 |
| QwenCleo-ASR | low | CER all | qwen3-asr-1-7b | mohammedaly22 | 107 | Qwen/Qwen3-ASR-1.7B | 10.52 |
| whisper-small-mn | medium | CER | whisper-small | Blgn94 | 108 | openai/whisper-small | 10.3 |
| whisper-tiny-waxal-lug | low | Cer | whisper-tiny | waxal-benchmarking | 109 | openai/whisper-tiny | 10.23 |
| w2vbert-waxal-multi7 | medium | Cer | Unknown | sulaimank | 110 | sulaimank/w2v-bert-waxal | 9.95 |
| wav2vec2-large-english-TIMIT-phoneme_v3 | medium | Cer | Unknown | speech31 | 111 | — | 9.87 |
| typhoon-asr-realtime | medium | CER | Unknown | typhoon-ai | 112 | nvidia/stt_en_fastconformer_transducer_large | 9.84 |
| gha-whisper-small-twi-v3 | medium | Cer | whisper-small | teckedd | 113 | teckedd/whisper-small-waxal-round2-specaug-v1 | 9.58 |
| wav2vec2-xls-r-300m-korean | low | CER | Unknown | w11wo | 114 | — | 9.53 |
| wav2vec2-arabic-phoneme-asr | medium | **CER** | Unknown | MostafaMaroof | 115 | facebook/wav2vec2-large-xlsr-53 | 9.5 |
| mms-300m-waxal-nyn | medium | **Test CER** | Unknown | waxal-benchmarking | 116 | facebook/mms-300m | 9.5 |
| mms-300m-waxal-nyn | medium | **CER** | Unknown | waxal-benchmarking | 117 | facebook/mms-300m | 9.5 |
| whisper-large-v3-urdu | medium | **CER** | whisper-large-v3 | kingabzpro | 118 | openai/whisper-large-v3 | 9.43 |
| Audar-ASR-V1-Turbo | high | Open Universal Arabic ASR Leaderboard — Avg CER | Unknown | audarai | 119 | — | 9.23 |
| wav2vec2-large-english-phoneme-v2 | medium | Cer | Unknown | speech31 | 120 | — | 9 |
| whisper-medium-full-clinical-r16 | medium | Cer | whisper-medium | robello2 | 121 | openai/whisper-medium | 8.92 |
| whisper-large-v3-swahili-afrivoice-cv | low | CER | whisper-large-v3 | ElizabethMwangi | 122 | openai/whisper-large-v3 | 8.9 |
| whisper-large-v3-turbo-urdu | medium | **CER** | whisper-large-v3-turbo | kingabzpro | 123 | openai/whisper-large-v3-turbo | 8.79 |
| whisper-tiny_ro-80mel | medium | CER | whisper-tiny | IonGrozea | 124 | openai/whisper-tiny | 8.63 |
| whisper-small-ja | medium | Cer | whisper-small | vumichien | 125 | openai/whisper-small | 8.6 |
| Chorus-v1 | medium | CER | whisper-large-v3-turbo | Trelis | 126 | openai/whisper-large-v3-turbo | 8.58 |
| xlsr-waxal-from-luganda | medium | Cer | Unknown | sulaimank | 127 | sulaimank/xls-r-300m-luganda-313hr | 8.53 |
| Fun-ASR-Nano-GGUF | low | CER ↓ | Unknown | FunAudioLLM | 128 | — | 8.35 |
| Fun-ASR-Nano-GGUF | low | CER ↓ | Unknown | nile2000 | 129 | — | 8.35 |
| whisper-large-v3-turbo-darija | medium | CER | whisper-large-v3-turbo | anaszil | 130 | openai/whisper-large-v3-turbo | 8.3 |
| openai_whisper-large-v3-turbo-NVFP4 | low | CER ↓ | whisper-large-v3-turbo | Reza2kn | 131 | openai/whisper-large-v3-turbo | 8.3 |
| whisper-large-v3-turbo-darija | medium | **Character Error Rate (CER)** | whisper-large-v3-turbo | anaszil | 132 | openai/whisper-large-v3-turbo | 8.28 |
| wav2vec2-large-xlsr-53-finnish | high | CER | Unknown | jonatasgrosman | 133 | — | 8.23 |
| tamil-asr-qwen3 | low | CER ↓ | qwen3-asr-1-7b | osmapi | 134 | Qwen/Qwen3-ASR-1.7B | 7.95 |
| asr-wav2vec2-commonvoice-14-en | low | Test CER | Unknown | speechbrain | 135 | — | 7.92 |
| nemo-nano-codec-22khz-0.6kbps-12.5fps | low | CER (↓) | Unknown | nvidia | 136 | nvidia/nemo-nano-codec-22khz-0.6kbps-12.5fps | 7.79 |
| xls-r-uzbek-cv8 | medium | Cer | Unknown | lucio | 137 | facebook/wav2vec2-xls-r-300m | 7.77 |
| wav2vec2-bloom-speech-tgl | medium | Cer | Unknown | sil-ai | 138 | — | 7.69 |
| wav2vec2-large-xlsr-53-persian | high | CER | Unknown | jonatasgrosman | 139 | — | 7.37 |
| whisper-medium-ml | medium | CER | whisper-medium | thennal | 140 | openai/whisper-medium | 7.33 |
| asr-conformer-transformerlm-ksponspeech | low | eval clean CER | Unknown | speechbrain | 141 | — | 7.33 |
| wav2vec2-base-korean | medium | CER | Unknown | Kkonjeong | 142 | facebook/wav2vec2-base | 7.3 |
| Test | low | CER % | Unknown | AbelWa | 143 | — | 7.3 |
| whisper-large-v3-urdu | medium | Cer | whisper-large-v3 | kingabzpro | 144 | openai/whisper-large-v3 | 7.2 |
| whisper-base-armenian | medium | **Character Error Rate (CER)** | whisper-base | Chillarmo | 145 | openai/whisper-base | 6.98 |
| wav2vec2-xlsr-khmer | medium | CER | Unknown | gagan3012 | 146 | — | 6.95 |
| asr-wav2vec2-commonvoice-14-pt | low | Test CER | Unknown | speechbrain | 147 | — | 6.85 |
| my_zh_CN_asr_cv13_model | medium | Cer | Unknown | tristayqc | 148 | jonatasgrosman/wav2vec2-large-xlsr-53-chinese-zh-cn | 6.74 |
| whisper-large-v2-cantonese | medium | Cer | whisper-large-v2 | simonl0909 | 149 | openai/whisper-large-v2 | 6.73 |
| whisper-large-v3-turbo-korean | medium | CER | whisper-large-v3-turbo | ghost613 | 150 | openai/whisper-large-v3-turbo | 6.67 |
| whisper-large-v2-mn-13 | medium | Cer | Unknown | bayartsogt | 151 | — | 6.6 |
| Whisper-Large-v3-turbo-STT-Zeroth-KO-v2 | medium | Cer | whisper-large-v3-turbo | o0dimplz0o | 152 | openai/whisper-large-v3-turbo | 6.6 |
| asr-cherokee | medium | Cer | Unknown | charliemcvicker | 153 | facebook/wav2vec2-large-xlsr-53 | 6.58 |
| qwen3-asr-arabic-ksa | medium | **CER** | qwen3-asr-1-7b | vadimbelsky | 154 | Qwen/Qwen3-ASR-1.7B | 6.57 |
| parakeet-0.6b-ja-coreml | low | CER | Unknown | FluidInference | 155 | nvidia/parakeet-tdt_ctc-0.6b-ja | 6.5 |
| wav2vec2-base-japanese-asr | medium | CER | Unknown | TKU410410103 | 156 | facebook/wav2vec2-base | 6.46 |
| MOSS-Transcribe-Diarize-0.9B-MLX-5bit | low | CER | moss-transcribe-diarize | aufklarer | 157 | OpenMOSS-Team/MOSS-Transcribe-Diarize | 6.36 |
| swecha-gonthuka-asr | low | CER (%) | Unknown | swechatelangana | 158 | Harveenchadha/wav2vec2-pretrained-clsril-23-10k | 6.32 |
| hviske-v5 | low | CER | Unknown | syvai | 159 | — | 6.3 |
| wav2vec2-large-xlsr-53-hungarian | high | CER | Unknown | jonatasgrosman | 160 | — | 6.2 |
| openai_whisper-large-v3-NVFP4 | low | CER ↓ | whisper-large-v3 | Reza2kn | 161 | openai/whisper-large-v3 | 6.19 |
| whisper-base-ar-quran-mix-norm | medium | Cer | whisper-base | deepdml | 162 | openai/whisper-base | 6.09 |
| wav2vec2-base-760-turkish | medium | CER | Unknown | ceyda | 163 | facebook/wav2vec2-base | 6.05 |
| whisper-tiny-es-mix-norm | high | Final evaluation set — CER | whisper-tiny | deepdml | 164 | openai/whisper-tiny | 6.041 |
| wav2vec2-xls-r-300m-hy | medium | Cer | Unknown | arampacha | 165 | — | 6.02 |
| w2vbert-lingala-waxal | medium | Cer | Unknown | sulaimank | 166 | sulaimank/w2v-bert-lingala-109h | 6 |
| Whisper-Large-v3-xVITA-zhTW | low | 內容 CER（繁簡統一後） | whisper-large-v3 | xCloudinfo | 167 | openai/whisper-large-v3 | 5.94 |
| whisper-small-waxal-lug | low | Cer | whisper-small | waxal-benchmarking | 168 | openai/whisper-small | 5.93 |
| whisper-small-pt-cv11-v5 | medium | Cer | whisper-small | jonatasgrosman | 169 | openai/whisper-small | 5.89 |
| w2v-bert-waxal | medium | Cer | Unknown | sulaimank | 170 | sulaimank/w2v-bert-lingala-109h | 5.87 |
| whisper-base_ro-80mel | medium | CER | whisper-base | IonGrozea | 171 | openai/whisper-base | 5.82 |
| wav2vec2-bert-CV16-en | medium | Cer | Unknown | hf-audio | 172 | ylacombe/w2v-bert-2.0 | 5.8 |
| wav2vec2-large-xls-r-1b-Swedish | medium | Cer | Unknown | kingabzpro | 173 | facebook/wav2vec2-xls-r-1b | 5.75 |
| w2v-bert-2.0-khmer-v4 | medium | Cer | w2v-bert-2-0 | Prakmlis | 174 | facebook/w2v-bert-2.0 | 5.73 |
| asr-transformer-aishell | low | Dev CER | Unknown | speechbrain | 175 | — | 5.6 |
| whisper-small-waxal-lug | medium | **Test CER** | whisper-small | waxal-benchmarking | 176 | openai/whisper-small | 5.5 |
| whisper-small-waxal-lug | medium | **CER** | whisper-small | waxal-benchmarking | 177 | openai/whisper-small | 5.5 |
| whisper-large-v3-turbo-nepali | medium | Cer | whisper-large-v3-turbo | kiranpantha | 178 | openai/whisper-large-v3-turbo | 5.49 |
| whisper-large-v3-turkish-general | low | CER | whisper-large-v3 | turkmedstt | 179 | openai/whisper-large-v3 | 5.46 |
| IndicConformer-GGUF | medium | **IndicConformer GGUF (CER)** | Unknown | Singla0009 | 180 | ai4bharat/indicconformer_stt_hi_hybrid_rnnt_large | 5.2 |
| wav2vec2-large-mms-1b-hungarian | medium | CER | mms-1b-all | GaborMadarasz | 181 | facebook/mms-1b-all | 5.19 |
| surt-small-v3 | medium | CER | whisper-small | surindersinghssj | 182 | openai/whisper-small | 5.15 |
| za-anv-multilingual-whisper-v3-turbo | medium | Cer | whisper-large-v3-turbo | dsfsi-anv | 183 | openai/whisper-large-v3-turbo | 5.1 |
| whisper-small-waxal-sna | medium | **Test CER** | whisper-small | waxal-benchmarking | 184 | openai/whisper-small | 5.1 |
| whisper-small-waxal-sna | medium | **CER** | whisper-small | waxal-benchmarking | 185 | openai/whisper-small | 5.1 |
| kazakh-whisper-large-v3-turbo | low | CER ↓ | whisper-large-v3-turbo | shyngys879 | 186 | openai/whisper-large-v3-turbo | 4.98 |
| whisper-small-uyghur-thugy20 | medium | Cer | whisper-small | ixxan | 187 | openai/whisper-small | 4.93 |
| kiswahili_sahihi_asr_adapted_2 | low | CER (%) | whisper-medium | keystats | 188 | keystats/kiswahili_sahihi_asr | 4.89 |
| whisper-base-es-mix-norm | high | Final evaluation set — CER | whisper-base | deepdml | 189 | openai/whisper-base | 4.834 |
| JaiTTS-F5TTS | high | Short CER (%) | Unknown | JTS-AI | 190 | SWivid/F5-TTS | 4.78 |
| wav2vec2-xls-r-300m-bengali | medium | CER | Unknown | arijitx | 191 | — | 4.72 |
| nemotron-ocr-v1 | medium | Bag-of-character Error Rate | Unknown | nvidia | 192 | nvidia/nemotron-ocr-v1 | 4.53 |
| w2vbert-luganda-waxal-punct-v2 | low | Cer Keep | Unknown | sulaimank | 193 | sulaimank/w2vbert-luganda-waxal-stage2 | 4.5 |
| whisper-large-v3-nepali | medium | Cer | whisper-large-v3 | kiranpantha | 194 | openai/whisper-large-v3 | 4.49 |
| xlsr-luganda-waxal | medium | Cer | Unknown | sulaimank | 195 | sulaimank/wav2vec2-xlsr-swahili-400hr | 4.46 |
| sushrota-sanskrit-asr | high | In-the-wild user audio (327 clips) — CER | Unknown | prathoshap | 196 | — | 4.36 |
| mms-300m-waxal-sna | medium | **Test CER** | Unknown | waxal-benchmarking | 197 | facebook/mms-300m | 4.3 |
| mms-300m-waxal-sna | medium | **CER** | Unknown | waxal-benchmarking | 198 | facebook/mms-300m | 4.3 |
| Nemotron-3.5-ASR-Streaming-0.6B-CoreML-INT8 | low | CER % | nemotron-3-5-asr-streaming-0-6b | aufklarer | 199 | nvidia/nemotron-3.5-asr-streaming-0.6b | 4.26 |
| Nemotron-3.5-ASR-Streaming-0.6B-CoreML-INT8 | low | CER % | nemotron-3-5-asr-streaming-0-6b | playstonex | 200 | nvidia/nemotron-3.5-asr-streaming-0.6b | 4.26 |
| moonshine-tiny-de-fidoriel-GGUF | medium | CER | Unknown | cstr | 201 | fidoriel/moonshine-tiny-de | 4.2 |
| nb-wav2vec2-300m-nynorsk | medium | CER | Unknown | NbAiLab | 202 | — | 4.19 |
| hviske-v5.3 | low | raw CER | Unknown | syvai | 203 | syvai/hviske-v5.1 | 4.17 |
| f5-tts-quebec-french-finetune | medium | CER ↓ | Unknown | tontate | 204 | RASPIAUDIO/F5-French-MixedSpeakers-reduced | 4.1 |
| nb-wav2vec2-1b-nynorsk | medium | CER | Unknown | NbAiLab | 205 | — | 4.02 |
| whisper-tiny-yoruba-v2 | medium | Cer | whisper-tiny | EYEDOL | 206 | openai/whisper-tiny | 3.99 |
| kiswahili_sahihi_asr_adapted_2 | medium | **Final CER** | whisper-medium | keystats | 207 | keystats/kiswahili_sahihi_asr | 3.98 |
| Nemotron-3.5-ASR-Streaming-0.6B-MLX-5bit | high | CER % | nemotron-3-5-asr-streaming-0-6b | aufklarer | 208 | nvidia/nemotron-3.5-asr-streaming-0.6b | 3.94 |
| sauti-asr | medium | CER | whisper-large-v3-turbo | msingiai | 209 | microsoft/paza-whisper-large-v3-turbo | 3.88 |
| Nemotron-3.5-ASR-Streaming-0.6B-MLX-8bit | high | CER % | nemotron-3-5-asr-streaming-0-6b | aufklarer | 210 | nvidia/nemotron-3.5-asr-streaming-0.6b | 3.77 |
| xlsr-luganda-waxal-pseudo | medium | Cer | Unknown | sulaimank | 211 | — | 3.7 |
| w2v-xls-r-uk | medium | CER | Unknown | Yehor | 212 | facebook/wav2vec2-xls-r-300m | 3.64 |
| ATC-whisper-turbo-v1 | low | CER | whisper-large-v3-turbo | SingularityUS | 213 | openai/whisper-large-v3-turbo | 3.58 |
| mms-300m-waxal-lug | medium | **Test CER** | Unknown | waxal-benchmarking | 214 | facebook/mms-300m | 3.4 |
| mms-300m-waxal-lug | medium | **CER** | Unknown | waxal-benchmarking | 215 | facebook/mms-300m | 3.4 |
| wav2vec2-large-xlsr-53-greek | high | CER | Unknown | jonatasgrosman | 216 | — | 3.36 |
| wav2vec2-xls-r-parlaspeech-hr | low | CER | Unknown | classla | 217 | — | 3.35 |
| w2v-bert-uk-v2.1 | medium | CER | w2v-bert-2-0 | Yehor | 218 | facebook/w2v-bert-2.0 | 3.33 |
| wav2vec2-xls-r-300m-cs-250 | medium | Cer | Unknown | comodoro | 219 | facebook/wav2vec2-xls-r-300m | 3.29 |
| whisper-large-v3-turbo-verbatim-1 | medium | Cer | whisper-large-v3-turbo | JacobLinCool | 220 | openai/whisper-large-v3-turbo | 3.25 |
| wav2vec2-large-slavic-parlaspeech-hr | low | CER | Unknown | classla | 221 | — | 3.11 |
| firered-asr2-aed-GGUF | medium | CER | Unknown | cstr | 222 | FireRedTeam/FireRedASR2-AED | 3.05 |
| FireRedASR2-AED | high | Mandarin (Avg CER%) | Unknown | FireRedTeam | 223 | FireRedTeam/FireRedASR2-AED | 3.05 |
| wav2vec2-large-xls-r-300m-Urdu | high | CER | Unknown | kingabzpro | 224 | facebook/wav2vec2-xls-r-300m | 3.03 |
| whisper-small_ro-80mel | medium | CER | whisper-small | IonGrozea | 225 | openai/whisper-small | 3.03 |
| Freya-TTS | medium | CER | Unknown | freyavoice | 226 | — | 3 |
| hindi-tts-190M | low | CER ↓ | Unknown | 5ivatej | 227 | — | 3 |
| romanian-wav2vec2 | medium | Cer | Unknown | gigant | 228 | facebook/wav2vec2-xls-r-300m | 2.94 |
| wav2vec2-large-xlsr-53-spanish-with-lm | high | CER | Unknown | patrickvonplaten | 229 | — | 2.93 |
| FireRedASR2-LLM | medium | **Avg CER (Mandarin, 4 sets)** | Unknown | FireRedTeam | 230 | — | 2.89 |
| whisper-large-v3-turbo-armenian | medium | **Character Error Rate (CER)** | whisper-large-v3-turbo | Chillarmo | 231 | openai/whisper-large-v3-turbo | 2.86 |
| w2vbert-luganda-waxal | medium | Cer | w2v-bert-2-0 | sulaimank | 232 | sulaimank/w2v-bert-2.0-lg-CV-Fleurs-300 | 2.85 |
| wav2vec2-xls-r-latin | high | LLPSI 5-fold CV — Average Strict CER | Unknown | njand | 233 | facebook/wav2vec2-xls-r-300m | 2.74 |
| Whisper-Large-v3-Turbo-CoreML | low | CER | whisper-large-v3-turbo | aufklarer | 234 | openai/whisper-large-v3-turbo | 2.72 |
| whisper-large-finnish-v3 | medium | CER | Unknown | Finnish-NLP | 235 | — | 2.7 |
| nb-wav2vec2-300m-bokmaal | medium | CER | Unknown | NbAiLab | 236 | — | 2.69 |
| parakeet-tdt-0.6b-portuguese | low | CER | parakeet-tdt-0-6b-v3 | yuriyvnv | 237 | nvidia/parakeet-tdt-0.6b-v3 | 2.69 |
| wav2vec2-xls-r-300m-cv8-turkish | low | CER | Unknown | mpoyraz | 238 | — | 2.67 |
| whisper-medium-hindi-hinglish-asr-fine-tuned | medium | Character Error Rate (CER) | whisper-medium | shujaAK | 239 | openai/whisper-medium | 2.62 |
| whisper-medium-hindi-hinglish-asr-fine-tuned | medium | CER | whisper-medium | shujaAK | 240 | openai/whisper-medium | 2.62 |
| omnivoice-hakka-community-1 | medium | Hakka CER (Avg of sample CERs) | omnivoice | formospeech | 241 | k2-fsa/OmniVoice | 2.61 |
| wav2vec2-large-slavic-parlaspeech-hr-lm | low | CER | Unknown | classla | 242 | — | 2.53 |
| nb-wav2vec2-1b-bokmaal | medium | CER | Unknown | NbAiLab | 243 | — | 2.48 |
| nemo-nano-codec-22khz-1.89kbps-21.5fps | low | CER (↓) | Unknown | nvidia | 244 | nvidia/nemo-nano-codec-22khz-1.89kbps-21.5fps | 2.43 |
| nemo-nano-codec-22khz-1.78kbps-12.5fps | low | CER (↓) | Unknown | nvidia | 245 | nvidia/nemo-nano-codec-22khz-1.78kbps-12.5fps | 2.42 |
| w2vbert-shona-waxal | medium | Cer | w2v-bert-2-0 | sulaimank | 246 | sulaimank/W2V2_Bert_Afrivoice_FLEURS_Shona_100hr_v1 | 2.41 |
| moonshine-base-de-fidoriel-GGUF | medium | CER | moonshine-base | cstr | 247 | fidoriel/moonshine-base-de | 2.4 |
| moonshine-base-de | medium | CER | moonshine-base | fidoriel | 248 | UsefulSensors/moonshine-base | 2.4 |
| Shrutimala_Bangla_ASR | medium | CER | w2v-bert-2-0 | sazzadul | 249 | facebook/w2v-bert-2.0 | 2.39 |
| Shenava-Koochik-0.9 | low | **CER** | Unknown | Reza2kn | 250 | nvidia/stt_en_fastconformer_hybrid_large_streaming_multi | 2.35 |
| whisper-medium_ro-80mel | medium | CER | whisper-medium | IonGrozea | 251 | openai/whisper-medium | 2.31 |
| Shenava-Koochik-v1.0 | high | visualears-golden-6669 — CER | Unknown | Reza2kn | 252 | nvidia/stt_fa_fastconformer_hybrid_large | 2.3 |
| omnivoice-hakka-community-1 | medium | Hakka CER (Weighted) | omnivoice | formospeech | 253 | k2-fsa/OmniVoice | 2.29 |
| wav2vec2-large-xlsr-53-german-cv9 | medium | CER | Unknown | oliverguhr | 254 | — | 2.27 |
| wav2vec2-xls-r-300m-cv7-turkish | low | CER | Unknown | mpoyraz | 255 | — | 2.26 |
| best_for_now | medium | Character Error Rate (CER) | whisper-small | MosesJoshuaCoker | 256 | openai/whisper-small | 2.18 |
| low-frame-rate-speech-codec-22khz | low | CER (↓) | Unknown | nvidia | 257 | nvidia/low-frame-rate-speech-codec-22khz | 2.09 |
| wav2vec2-xlsr-300m-finnish-lm | high | CER (with LM) | Unknown | Finnish-NLP | 258 | — | 1.97 |
| Qwen3-ASR-0.6B-Khmer | low | CER (corpus) | qwen3-asr-0-6b | seanghay | 259 | Qwen/Qwen3-ASR-0.6B | 1.96 |
| qwen3-asr-0.6b-coreml | low | CER | qwen3-asr-0-6b | FluidInference | 260 | Qwen/Qwen3-ASR-0.6B | 1.9 |
| w2vbert-shona-waxal-punct-v2 | low | Cer Keep | w2v-bert-2-0 | sulaimank | 261 | sulaimank/w2vbert-shona-waxal | 1.85 |
| wav2vec2-large-xlsr-korean | medium | CER | Unknown | kresnik | 262 | — | 1.78 |
| Nos_ASR-wav2vec2-xls-r-300m-gl | low | CER | Unknown | proxectonos | 263 | facebook/wav2vec2-xls-r-300m | 1.66 |
| paligemma2-3b-ft-docci-448 | low | CER | Unknown | 264 | google/paligemma2-3b-ft-docci-448 | 1.6 | |
| paligemma2-3b-pt-448 | low | CER | Unknown | 265 | google/paligemma2-3b-pt-448 | 1.6 | |
| paligemma2-3b-mix-224 | low | CER | Unknown | 266 | google/paligemma2-3b-mix-224 | 1.6 | |
| paligemma2-3b-mix-448 | low | CER | Unknown | 267 | google/paligemma2-3b-mix-448 | 1.6 | |
| paligemma2-3b-pt-224 | low | CER | Unknown | 268 | google/paligemma2-3b-pt-224 | 1.6 | |
| paligemma2-10b-mix-448 | low | CER | Unknown | 269 | google/paligemma2-10b-mix-448 | 1.6 | |
| paligemma2-10b-pt-224 | low | CER | Unknown | 270 | google/paligemma2-10b-pt-224 | 1.6 | |
| paligemma2-3b-pt-896 | low | CER | Unknown | 271 | google/paligemma2-3b-pt-896 | 1.6 | |
| paligemma2-10b-mix-224 | low | CER | Unknown | 272 | google/paligemma2-10b-mix-224 | 1.6 | |
| paligemma2-10b-ft-docci-448 | low | CER | Unknown | 273 | google/paligemma2-10b-ft-docci-448 | 1.6 | |
| paligemma2-28b-pt-896 | low | CER | Unknown | 274 | google/paligemma2-28b-pt-896 | 1.6 | |
| paligemma2-10b-pt-448 | low | CER | Unknown | 275 | google/paligemma2-10b-pt-448 | 1.6 | |
| paligemma2-10b-pt-896 | low | CER | Unknown | 276 | google/paligemma2-10b-pt-896 | 1.6 | |
| whisper-large-v3-lv-late-cv19 | low | CER | whisper-large-v3 | AiLab-IMCS-UL | 277 | openai/whisper-large-v3 | 1.6 |
| paligemma2-28b-pt-448 | low | CER | Unknown | 278 | google/paligemma2-28b-pt-448 | 1.6 | |
| paligemma2-28b-mix-448 | low | CER | Unknown | 279 | google/paligemma2-28b-mix-448 | 1.6 | |
| paligemma2-28b-pt-224 | low | CER | Unknown | 280 | google/paligemma2-28b-pt-224 | 1.6 | |
| paligemma2-3b-pt-448-keras | low | CER | Unknown | 281 | google/paligemma2-3b-pt-448-keras | 1.6 | |
| paligemma2-3b-pt-224-keras | low | CER | Unknown | 282 | google/paligemma2-3b-pt-224-keras | 1.6 | |
| paligemma2-3b-pt-896-keras | low | CER | Unknown | 283 | google/paligemma2-3b-pt-896-keras | 1.6 | |
| paligemma2-10b-pt-448-keras | low | CER | Unknown | 284 | google/paligemma2-10b-pt-448-keras | 1.6 | |
| paligemma2-10b-pt-896-keras | low | CER | Unknown | 285 | google/paligemma2-10b-pt-896-keras | 1.6 | |
| paligemma2-10b-pt-224-keras | low | CER | Unknown | 286 | google/paligemma2-10b-pt-224-keras | 1.6 | |
| whisper-large-v3-turbo-lt | low | CER | whisper-large-v3-turbo | svogunas | 287 | openai/whisper-large-v3-turbo | 1.56 |
| w2vbert-luganda-waxal-punct | low | Cer Keep | Unknown | sulaimank | 288 | sulaimank/w2vbert-luganda-waxal-stage2 | 1.52 |
| CosyVoice2-0.5B | high | Open-Source | Unknown | FunAudioLLM | 289 | FunAudioLLM/CosyVoice2-0.5B | 1.45 |
| MOSS-TTS-GGUF | low | ZH CER (%) ↓ | Unknown | OpenMOSS-Team | 290 | — | 1.32 |
| MOSS-TTS-GGUF | low | ZH CER (%) ↓ | Unknown | niobures | 291 | — | 1.32 |
| Fasih-TTS-V1 | low | Mean CER | Unknown | NightPrince | 292 | coqui/XTTS-v2 | 1.3 |
| w2v-bert-uk | medium | CER | w2v-bert-2-0 | Yehor | 293 | facebook/w2v-bert-2.0 | 1.3 |
| CosyVoice-300M-SFT | low | Open-Source | Unknown | FunAudioLLM | 294 | — | 1.26 |
| CosyVoice-300M | low | Open-Source | Unknown | FunAudioLLM | 295 | FunAudioLLM/CosyVoice-300M | 1.26 |
| CosyVoice-300M-Instruct | low | Open-Source | Unknown | FunAudioLLM | 296 | FunAudioLLM/CosyVoice-300M | 1.26 |
| Fun-CosyVoice3-0.5B-2512 | high | Open-Source | Unknown | FunAudioLLM | 297 | FunAudioLLM/Fun-CosyVoice3-0.5B-2512 | 1.21 |
| wav2vec2-xlsr-1b-finnish-lm-v2 | high | CER (with LM) | Unknown | Finnish-NLP | 298 | — | 1.2 |
| GLM-TTS | low | Open-source | Unknown | zai-org | 299 | zai-org/GLM-TTS | 1.12 |
| whisper-tiny-ar-quran-mix-norm | medium | Cer | whisper-tiny | deepdml | 300 | openai/whisper-tiny | 1.09 |
| MOSS-TTS | low | Open‑source | Unknown | OpenMOSS-Team | 301 | — | 1.02 |
| MOSS-TTS-Local-Transformer | low | Open‑source | Unknown | OpenMOSS-Team | 302 | OpenMOSS-Team/MOSS-TTS-Local-Transformer | 1.02 |
| MOSS-TTS-GGUF | low | Open‑source | Unknown | OpenMOSS-Team | 303 | — | 1.02 |
| MOSS-TTS-GGUF | low | Open‑source | Unknown | niobures | 304 | — | 1.02 |
| whisper-small-ar-quran-mix-norm | medium | Cer | whisper-small | deepdml | 305 | openai/whisper-small | 0.6 |
| asr-whisper-large-v2-salt | low | CER | whisper-large-v2 | Sunbird | 306 | openai/whisper-large-v2 | 0.5 |
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