Leaderboard
WER Common Voice
wer-common-voiceRecord
- Category
- speech-asr
- Scored models
- 297
Scores
| Model | Score |
|---|---|
| — | 92.07 |
| — | 92.07 |
| FireRedTeam/FireRedLID | 92.07 |
| FireRedTeam/FireRedPunc | 92.07 |
| openai/whisper-small | 85 |
| openai/whisper-large-v3 | 80 |
| openai/whisper-large-v3 | 80 |
| openai/whisper-large-v3 | 76.84 |
| openai/whisper-small | 74.16 |
| openai/whisper-small | 70.7 |
| openai/whisper-large-v3 | 67.8 |
| openai/whisper-base | 67.8 |
| openai/whisper-small | 67.8 |
| openai/whisper-tiny | 67.8 |
| openai/whisper-medium | 67.8 |
| openai/whisper-large-v3 | 64.86 |
| openai/whisper-large-v3-turbo | 64 |
| openai/whisper-large-v3 | 61.94 |
| openai/whisper-large-v3-turbo | 61.94 |
| Harveenchadha/wav2vec2-pretrained-clsril-23-10k | 58 |
| openai/whisper-large-v3 | 45.2 |
| openai/whisper-base | 38.65 |
| openai/whisper-large-v3-turbo | 32.93 |
| openai/whisper-small | 26 |
Remaining fields
Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.
- category
- speech-asr
- id
- wer-common-voice
- name
- WER Common Voice
- schema version
- local-ai-registry/v1
rows
| variant | conf | context | model id | org | rank | root | score |
|---|---|---|---|---|---|---|---|
| FireRedLID-vllm | medium | CommonVoice test | Unknown | PatchyTisa | 1 | — | 92.07 |
| FireRedASR2-LLM-vllm | medium | CommonVoice test | Unknown | allendou | 2 | — | 92.07 |
| FireRedLID | medium | CommonVoice test | Unknown | FireRedTeam | 3 | FireRedTeam/FireRedLID | 92.07 |
| FireRedPunc | medium | CommonVoice test | Unknown | FireRedTeam | 4 | FireRedTeam/FireRedPunc | 92.07 |
| whisper-small-cantonese | medium | Common Voice 16.0 yue Train | whisper-small | alvanlii | 5 | openai/whisper-small | 85 |
| CrisperWhisper | medium | [Common Voice](https://commonvoice.mozilla.org/en/datasets) | whisper-large-v3 | nyralabs | 6 | openai/whisper-large-v3 | 80 |
| CrisperWhisper | medium | [Common Voice](https://commonvoice.mozilla.org/en/datasets) | whisper-large-v3 | unsloth | 7 | openai/whisper-large-v3 | 80 |
| MERaLiON-3-10B | medium | Age (commonvoice-en, ta, th, vi, zh) | whisper-large-v3 | MERaLiON | 8 | openai/whisper-large-v3 | 76.84 |
| code-switched-egyptian-arabic-whisper-small | medium | Common Voice 17.0 Arabic Subset (Test Set) | whisper-small | IbrahimAmin | 9 | openai/whisper-small | 74.16 |
| whisper-small-malayalam | medium | CommonVoice | whisper-small | sajilck | 10 | openai/whisper-small | 70.7 |
| kb-whisper-large | high | Unknown | whisper-large-v3 | KBLab | 11 | openai/whisper-large-v3 | 67.8 |
| kb-whisper-base | high | Unknown | whisper-base | KBLab | 12 | openai/whisper-base | 67.8 |
| kb-whisper-small | high | Unknown | whisper-small | KBLab | 13 | openai/whisper-small | 67.8 |
| kb-whisper-tiny | high | Unknown | whisper-tiny | KBLab | 14 | openai/whisper-tiny | 67.8 |
| kb-whisper-medium | high | Unknown | whisper-medium | KBLab | 15 | openai/whisper-medium | 67.8 |
| MERaLiON-3-10B | medium | Commonvoice | whisper-large-v3 | MERaLiON | 16 | openai/whisper-large-v3 | 64.86 |
| whisper-large-v3-turbo-cantonese-yue-english | medium | mozilla-foundation/common_voice_17_0 | whisper-large-v3-turbo | JackyHoCL | 17 | openai/whisper-large-v3-turbo | 64 |
| Whisper-Hindi2Hinglish-Prime | medium | [Common-Voice](https://commonvoice.mozilla.org/en) | whisper-large-v3 | Oriserve | 18 | openai/whisper-large-v3 | 61.94 |
| Whisper-Hindi2Hinglish-Apex | medium | [Common-Voice](https://commonvoice.mozilla.org/en) | whisper-large-v3-turbo | Oriserve | 19 | openai/whisper-large-v3-turbo | 61.94 |
| swecha-gonthuka-asr | medium | Common Voice 22 (te) | Unknown | swechatelangana | 20 | Harveenchadha/wav2vec2-pretrained-clsril-23-10k | 58 |
| MERaLiON-3-10B | medium | commonvoice | whisper-large-v3 | MERaLiON | 21 | openai/whisper-large-v3 | 45.2 |
| Whisper-Hindi2Hinglish-Swift | medium | [Common-Voice](https://commonvoice.mozilla.org/en) | whisper-base | Oriserve | 22 | openai/whisper-base | 38.65 |
| whisper-large-v3-turbo-lt | medium | **Common Voice 17 lt** (test, n=4 753) | whisper-large-v3-turbo | svogunas | 23 | openai/whisper-large-v3-turbo | 32.93 |
| whisper-small-hu | medium | Unknown | whisper-small | SubZtep | 24 | openai/whisper-small | 26 |
| nemotron-3.5-asr-streaming-slovenian | medium | Common Voice sl | nemotron-3-5-asr-streaming-0-6b | texdata | 25 | nvidia/nemotron-3.5-asr-streaming-0.6b | 25.07 |
| whisper-small-malayalam | medium | Unknown | whisper-small | sajilck | 26 | openai/whisper-small | 25 |
| whisper-tiny_ro-80mel | medium | Unknown | whisper-tiny | IonGrozea | 27 | openai/whisper-tiny | 25 |
| whisper-base_ro-80mel | medium | Unknown | whisper-base | IonGrozea | 28 | openai/whisper-base | 25 |
| whisper-medium_ro-80mel | medium | Unknown | whisper-medium | IonGrozea | 29 | openai/whisper-medium | 25 |
| whisper-small_ro-80mel | medium | Unknown | whisper-small | IonGrozea | 30 | openai/whisper-small | 25 |
| hviske-v5 | medium | Common Voice 17 | Unknown | syvai | 31 | — | 24.3 |
| whisper-small-sr | medium | Unknown | whisper-small | istomin9192 | 32 | openai/whisper-small | 24 |
| wav2vec2-large-mms-1b-hungarian | medium | Unknown | mms-1b-all | GaborMadarasz | 33 | facebook/mms-1b-all | 24 |
| japanese-wav2vec2-base-rs35kh | high | TEDxJP-10K⬇ | Unknown | reazon-research | 34 | reazon-research/japanese-wav2vec2-base | 23.76 |
| wav2vec2-large-xlsr-53-th | medium | [Kaldi from scratch](https://github.com/vistec-AI/commonvoice-th) | Unknown | airesearch | 35 | — | 23.04 |
| whisper-small-tr | medium | Unknown | whisper-small | ogulcanakca | 36 | openai/whisper-small | 23 |
| SraVaani-1.0 | low | Unknown | Unknown | ARTPARK-IISc | 37 | — | 22.6 |
| swecha-gonthuka-asr | medium | Unknown | Unknown | swechatelangana | 38 | Harveenchadha/wav2vec2-pretrained-clsril-23-10k | 22 |
| moonshine-tiny-de-fidoriel-GGUF | medium | Unknown | Unknown | cstr | 39 | fidoriel/moonshine-tiny-de | 22 |
| moonshine-base-de-fidoriel-GGUF | medium | Unknown | Unknown | cstr | 40 | fidoriel/moonshine-base-de | 22 |
| Qwen3-ASR-1.7B-NL | medium | Unknown | qwen3-asr-1-7b | yuriyvnv | 41 | Qwen/Qwen3-ASR-1.7B | 22 |
| F5-TTS-Romanian | medium | Unknown | Unknown | MihaiPopa-1 | 42 | SWivid/F5-TTS | 22 |
| whisper-medium-uzbek | medium | Unknown | whisper-medium | navai-uz | 43 | openai/whisper-medium | 22 |
| whisper-large-v3-turbo-russian | medium | Unknown | whisper-large-v3-turbo | coriollon | 44 | openai/whisper-large-v3-turbo | 21 |
| ipa-whisper-medium | medium | Unknown | whisper-medium | neurlang | 45 | openai/whisper-medium | 21 |
| ipa-whisper-base | medium | Unknown | whisper-base | neurlang | 46 | openai/whisper-base | 21 |
| whisper-large-v3-turbo-russian-codeswitch | medium | Unknown | Unknown | coriollon | 47 | coriollon/whisper-large-v3-turbo-russian | 21 |
| heep-indic | medium | CommonVoice | Unknown | bc7ec356 | 48 | — | 21 |
| whisper-small-persian-v1 | medium | Unknown | whisper-small | aliyzd95 | 49 | openai/whisper-small | 21 |
| indic_whisper_nodcil | low | Unknown | Unknown | parthiv11 | 50 | — | 20.8 |
| heep-indic | low | Unknown | Unknown | bc7ec356 | 51 | — | 20.8 |
| wav2vec2-xls-r-300m-ftspeech | medium | [Danish part of Common Voice 8.0](https://huggingface.co/datasets/mozilla-foundation/common_voice_8_0/viewer/da/train) | Unknown | saattrupdan | 52 | facebook/wav2vec2-xls-r-300m | 20.48 |
| whisper-large-v3-swahili-afrivoice-cv | medium | CommonVoice Swahili test | whisper-large-v3 | ElizabethMwangi | 53 | openai/whisper-large-v3 | 20.1 |
| whisper-ja-anime-v0.3 | medium | Unknown | Unknown | efwkjn | 54 | — | 20 |
| whisper-base-armenian | medium | Unknown | whisper-base | Chillarmo | 55 | openai/whisper-base | 20 |
| whisper-ja-1.5B | medium | Unknown | Unknown | efwkjn | 56 | efwkjn/whisper-ja-1.5B | 20 |
| whisper-ja-1.5B-ct2 | medium | Unknown | Unknown | TransWithAI | 57 | efwkjn/whisper-ja-1.5B | 20 |
| ATOM | medium | Unknown | Unknown | Chillarmo | 58 | — | 20 |
| whisper-small-mn | medium | Unknown | whisper-small | Blgn94 | 59 | openai/whisper-small | 20 |
| RE-USE | medium | Unknown | Unknown | nvidia | 60 | nvidia/RE-USE | 19 |
| parakeet-primeline | medium | Unknown | Unknown | primeline | 61 | — | 19 |
| T-one | medium | Unknown | Unknown | t-tech | 62 | — | 19 |
| Real-time_RE-USE | medium | Unknown | Unknown | nvidia | 63 | nvidia/Real-time_RE-USE | 19 |
| TEA-ASR-1.1 | medium | Unknown | qwen3-asr-1-7b | JacobLinCool | 64 | Qwen/Qwen3-ASR-1.7B | 19 |
| TEA-ASR-1 | medium | Unknown | qwen3-asr-1-7b | JacobLinCool | 65 | Qwen/Qwen3-ASR-1.7B | 19 |
| whisper-large-v3-lv-late-cv19 | medium | Unknown | whisper-large-v3 | AiLab-IMCS-UL | 66 | openai/whisper-large-v3 | 19 |
| TEA-ASR-1.1-mini | medium | Unknown | qwen3-asr-0-6b | JacobLinCool | 67 | Qwen/Qwen3-ASR-0.6B | 19 |
| wav2vec2-base-vietnamese-250h | low | Unknown | Unknown | nguyenvulebinh | 68 | facebook/wav2vec2-base | 18.34 |
| japanese-wav2vec2-large-rs35kh | high | TEDxJP-10K⬇ | Unknown | reazon-research | 69 | reazon-research/japanese-wav2vec2-large | 18.23 |
| whisper-large-v3-eu | medium | Unknown | whisper-large-v3 | xezpeleta | 70 | openai/whisper-large-v3 | 18 |
| whisper-large-v3-hu | medium | Unknown | whisper-large-v3 | Trendency | 71 | openai/whisper-large-v3 | 18 |
| asr-conformer-loquacious | medium | Unknown | Unknown | speechbrain | 72 | — | 18 |
| cohere-transcribe-03-2026 | medium | Unknown | cohere-transcribe-03-2026 | CohereLabs | 73 | CohereLabs/cohere-transcribe-03-2026 | 17 |
| cohere-transcribe-03-2026-gguf | medium | Unknown | cohere-transcribe-03-2026 | handy-computer | 74 | CohereLabs/cohere-transcribe-03-2026 | 17 |
| csm-1b-danish-tts | medium | Unknown | Unknown | nicolajreck | 75 | sesame/csm-1b | 17 |
| whisper-large-v3-russian | medium | Unknown | Unknown | antony66 | 76 | antony66/whisper-large-v3-russian | 17 |
| parakeet-tdt-0.6b-EN-Medical | medium | Unknown | parakeet-tdt-0-6b-v3 | yuriyvnv | 77 | nvidia/parakeet-tdt-0.6b-v3 | 17 |
| moonshine-tiny-zh | medium | Unknown | Unknown | UsefulSensors | 78 | UsefulSensors/moonshine-tiny-zh | 17 |
| rubaistt_v2_medium | medium | Unknown | Unknown | islomov | 79 | — | 17 |
| stt_ar_fastconformer_hybrid_large_pcd_v1.0 | medium | Unknown | Unknown | nvidia | 80 | nvidia/stt_ar_fastconformer_hybrid_large_pcd_v1.0 | 17 |
| whisper-tiny-es-mix-norm | medium | Unknown | whisper-tiny | deepdml | 81 | openai/whisper-tiny | 17 |
| moonshine-tiny-ko | medium | Unknown | moonshine-tiny-ko | UsefulSensors | 82 | UsefulSensors/moonshine-tiny-ko | 17 |
| moonshine-tiny-vi | medium | Unknown | moonshine-tiny-vi | UsefulSensors | 83 | UsefulSensors/moonshine-tiny-vi | 17 |
| whisper-large-v2-fa | medium | Unknown | whisper-large-v2 | aictsharif | 84 | openai/whisper-large-v2 | 17 |
| whisper-tiny-lv | medium | Unknown | Unknown | RaivisDejus | 85 | — | 17 |
| moonshine-tiny-zh-gguf | medium | Unknown | Unknown | handy-computer | 86 | UsefulSensors/moonshine-tiny-zh | 17 |
| whisper-large-v3-urdu | medium | Unknown | whisper-large-v3 | kingabzpro | 87 | openai/whisper-large-v3 | 17 |
| whisper-large-v3-turbo-turkish | medium | Unknown | whisper-large-v3-turbo | selimc | 88 | openai/whisper-large-v3-turbo | 17 |
| cohere-transcribe-03-2026-ungated | medium | Unknown | cohere-transcribe-03-2026 | evewashere | 89 | CohereLabs/cohere-transcribe-03-2026 | 17 |
| moonshine-tiny-ar-gguf | medium | Unknown | moonshine-tiny-ar | handy-computer | 90 | UsefulSensors/moonshine-tiny-ar | 17 |
| moonshine-tiny-ja | medium | Unknown | Unknown | UsefulSensors | 91 | UsefulSensors/moonshine-tiny-ja | 17 |
| stt_ar_fastconformer_hybrid_large_pc_v1.0 | medium | Unknown | Unknown | nvidia | 92 | nvidia/stt_ar_fastconformer_hybrid_large_pc_v1.0 | 17 |
| whisper-large-v3-cantonese | medium | Unknown | whisper-large-v3 | khleeloo | 93 | openai/whisper-large-v3 | 17 |
| moonshine-tiny-uk-gguf | medium | Unknown | moonshine-tiny-uk | handy-computer | 94 | UsefulSensors/moonshine-tiny-uk | 17 |
| moonshine-tiny-ar-ONNX | medium | Unknown | moonshine-tiny-ar | onnx-community | 95 | UsefulSensors/moonshine-tiny-ar | 17 |
| whisper-large-v3-LoS-punctuated | medium | Unknown | whisper-large-v3 | BSC-LT | 96 | openai/whisper-large-v3 | 17 |
| moonshine-tiny-ko-ONNX | medium | Unknown | moonshine-tiny-ko | onnx-community | 97 | UsefulSensors/moonshine-tiny-ko | 17 |
| whisper-large-v3-turbo-lt | medium | Unknown | whisper-large-v3-turbo | svogunas | 98 | openai/whisper-large-v3-turbo | 17 |
| moonshine-tiny-ja-gguf | medium | Unknown | Unknown | handy-computer | 99 | UsefulSensors/moonshine-tiny-ja | 17 |
| moonshine-tiny-uk-ONNX | medium | Unknown | moonshine-tiny-uk | onnx-community | 100 | UsefulSensors/moonshine-tiny-uk | 17 |
| moonshine-tiny-ko-gguf | medium | Unknown | moonshine-tiny-ko | handy-computer | 101 | UsefulSensors/moonshine-tiny-ko | 17 |
| whisper-base-es-mix-norm | medium | Unknown | whisper-base | deepdml | 102 | openai/whisper-base | 17 |
| moonshine-tiny-vi-gguf | medium | Unknown | moonshine-tiny-vi | handy-computer | 103 | UsefulSensors/moonshine-tiny-vi | 17 |
| moonshine-tiny-ar | medium | Unknown | moonshine-tiny-ar | UsefulSensors | 104 | UsefulSensors/moonshine-tiny-ar | 17 |
| moonshine-tiny-vi-ONNX | medium | Unknown | moonshine-tiny-vi | onnx-community | 105 | UsefulSensors/moonshine-tiny-vi | 17 |
| whisper-large-v3-LoS | medium | Unknown | whisper-large-v3 | BSC-LT | 106 | openai/whisper-large-v3 | 17 |
| whisper-large-v3-ca-punctuated-3370h | medium | Unknown | whisper-large-v3 | BSC-LT | 107 | openai/whisper-large-v3 | 17 |
| code-switched-egyptian-arabic-whisper-small | medium | Unknown | whisper-small | IbrahimAmin | 108 | openai/whisper-small | 17 |
| whisper-large-v3-persian | medium | Unknown | whisper-large-v3 | nezamisafa | 109 | openai/whisper-large-v3 | 17 |
| hviske-v5 | medium | Unknown | Unknown | syvai | 110 | — | 17 |
| moonshine-tiny-uk | medium | Unknown | moonshine-tiny-uk | UsefulSensors | 111 | UsefulSensors/moonshine-tiny-uk | 17 |
| roest-v1-wav2vec2-315m | medium | Unknown | Unknown | CoRal-project | 112 | facebook/wav2vec2-xls-r-300m | 17 |
| Nos_ASR-wav2vec2-xls-r-300m-gl | medium | Unknown | Unknown | proxectonos | 113 | facebook/wav2vec2-xls-r-300m | 17 |
| whisper-large-v3-turbo-urdu | medium | Unknown | whisper-large-v3-turbo | kingabzpro | 114 | openai/whisper-large-v3-turbo | 17 |
| Sophea-Canary-ASR | medium | Unknown | Unknown | KIEFERSA | 115 | nvidia/canary-1b-v2 | 17 |
| whisper-large-v3-high-mixed-nl | medium | Unknown | whisper-large-v3 | yuriyvnv | 116 | openai/whisper-large-v3 | 17 |
| whisper-large-v3-turbo-russian | medium | Unknown | whisper-large-v3-turbo | dvislobokov | 117 | openai/whisper-large-v3-turbo | 17 |
| Shrutimala_Bangla_ASR | medium | Unknown | w2v-bert-2-0 | sazzadul | 118 | facebook/w2v-bert-2.0 | 17 |
| cohere-transcribe-03-2026-gguf | medium | Unknown | cohere-transcribe-03-2026 | memoravox | 119 | CohereLabs/cohere-transcribe-03-2026 | 17 |
| whisper-large-v3-turbo-es | medium | Unknown | whisper-large-v3-turbo | adriszmar | 120 | openai/whisper-large-v3-turbo | 17 |
| parakeet-tdt-0.6b-portuguese | medium | Unknown | parakeet-tdt-0-6b-v3 | yuriyvnv | 121 | nvidia/parakeet-tdt-0.6b-v3 | 17 |
| wav2vec2-large-mms-1b-yoruba-test | medium | Unknown | mms-1b-all | ogbi | 122 | facebook/mms-1b-all | 16.1 |
| Audar-ASR-V1-Flash | medium | CommonVoice-18 | Unknown | audarai | 123 | — | 16.02 |
| wav2vec2-BERT-cantonese | medium | Unknown | Unknown | alvanlii | 124 | — | 16 |
| whisper-small-cantonese | medium | Unknown | whisper-small | alvanlii | 125 | openai/whisper-small | 16 |
| distil-whisper-large-v3-ptbr | medium | Unknown | distil-large-v3 | freds0 | 126 | distil-whisper/distil-large-v3 | 16 |
| whisper-large-v3-it-cv16 | medium | Unknown | Unknown | fsicoli | 127 | openai/whisper-large | 16 |
| wav2vec2-large-mms-1b-hungarian | medium | Common Voice (500 held-out) | mms-1b-all | GaborMadarasz | 128 | facebook/mms-1b-all | 16 |
| stt_pt_fastconformer_hybrid_large_pc | medium | Unknown | Unknown | nvidia | 129 | nvidia/stt_pt_fastconformer_hybrid_large_pc | 16 |
| audio-flamingo-3-hf | medium | Unknown | Unknown | nvidia | 130 | nvidia/audio-flamingo-3-hf | 15 |
| granite-speech-4.1-2b-nar-gguf | medium | Unknown | granite-speech-4-1-2b-nar | handy-computer | 131 | ibm-granite/granite-speech-4.1-2b-nar | 15 |
| egyptian-arabic-wav2vec2-xlsr-53 | medium | Unknown | Unknown | IbrahimAmin | 132 | omarxadel/wav2vec2-large-xlsr-53-arabic-egyptian | 15 |
| Voxtral-Mini-3B-2507-AWQ4-ARG | medium | Unknown | voxtral-mini-3b-2507 | juanginer | 133 | mistralai/Voxtral-Mini-3B-2507 | 15 |
| Voxtral-Mini-3B-2507-AWQ4-GEN | medium | Unknown | voxtral-mini-3b-2507 | juanginer | 134 | mistralai/Voxtral-Mini-3B-2507 | 15 |
| audio-flamingo-3 | medium | Unknown | Unknown | nvidia | 135 | nvidia/audio-flamingo-3 | 15 |
| Voxtral-Mini-3B-2507-AWQ4-EN | medium | Unknown | voxtral-mini-3b-2507 | juanginer | 136 | mistralai/Voxtral-Mini-3B-2507 | 15 |
| granite-speech-4.1-2b-nar-gguf | medium | Unknown | granite-speech-4-1-2b-nar | memoravox | 137 | ibm-granite/granite-speech-4.1-2b-nar | 15 |
| audio-flamingo-3-chat | medium | Unknown | Unknown | nvidia | 138 | nvidia/audio-flamingo-3 | 15 |
| whisper-medium-et | medium | Common Voice 11.0 | Unknown | TalTechNLP | 139 | — | 14.7 |
| whisper-large-v3-vaani-hindi | medium | Commonvoice | whisper-small | ARTPARK-IISc | 140 | openai/whisper-small | 13.84 |
| whisper-medium-et | medium | Common Voice 8.0 | Unknown | TalTechNLP | 141 | — | 13.8 |
| xls-r-300m-et | medium | Common Voice 8.0 | Unknown | TalTechNLP | 142 | — | 13.4 |
| parakeet-0.6b-ja-coreml | medium | Mozilla Common Voice 16.1 test | Unknown | FluidInference | 143 | nvidia/parakeet-tdt_ctc-0.6b-ja | 13.3 |
| distil-large-v3 | medium | Unknown | distil-large-v3 | distil-whisper | 144 | distil-whisper/distil-large-v3 | 13 |
| distil-small.en | medium | Unknown | Unknown | distil-whisper | 145 | distil-whisper/distil-small.en | 13 |
| distil-medium.en | medium | Unknown | Unknown | distil-whisper | 146 | — | 13 |
| distil-large-v2 | medium | Unknown | distil-large-v3 | distil-whisper | 147 | distil-whisper/distil-large-v3 | 13 |
| whisper-large-v3-french | medium | Unknown | Unknown | bofenghuang | 148 | — | 13 |
| Whisper-Medicalv1 | medium | Unknown | Unknown | Crystalcareai | 149 | — | 13 |
| distill-whisper-th-small | medium | Unknown | Unknown | biodatlab | 150 | — | 13 |
| whisper-th-medium-timestamp | medium | Unknown | Unknown | biodatlab | 151 | biodatlab/whisper-th-medium-combined | 13 |
| distill-whisper-th-medium | medium | Unknown | Unknown | biodatlab | 152 | — | 13 |
| whisper-hinglish-preview | medium | Common Voice Hindi (cv-hi) | Unknown | Trelis | 153 | ARTPARK-IISc/whisper-large-v3-vaani-hindi | 12.86 |
| tara | medium | [CommonVoice-hi](https://huggingface.co/datasets/Trelis/vistaar-hi-commonvoice-test) | Unknown | Trelis | 154 | — | 12.51 |
| xls-r-300m-et | medium | Common Voice 6.1 | Unknown | TalTechNLP | 155 | — | 12.5 |
| stt_pl_fastconformer_hybrid_large_pc | medium | Unknown | Unknown | nvidia | 156 | nvidia/stt_pl_fastconformer_hybrid_large_pc | 12 |
| stt_it_fastconformer_hybrid_large_pc | medium | Unknown | Unknown | nvidia | 157 | nvidia/stt_it_fastconformer_hybrid_large_pc | 12 |
| whisper-large-v3-turbo-cantonese-yue-english | medium | mozilla-foundation/common_voice_16_1 | whisper-large-v3-turbo | JackyHoCL | 158 | openai/whisper-large-v3-turbo | 11.89 |
| japanese-hubert-base-k2-rs35kh | high | TEDxJP-10K⬇ | Unknown | reazon-research | 159 | reazon-research/japanese-hubert-base-k2 | 11.59 |
| asr-wav2vec2-ctc-french | medium | Unknown | Unknown | bofenghuang | 160 | — | 11 |
| whisper-podlodka-turbo | medium | Unknown | whisper-large-v3-turbo | bond005 | 161 | openai/whisper-large-v3-turbo | 11 |
| whisper-large-finnish-v3 | medium | Unknown | Unknown | Finnish-NLP | 162 | — | 11 |
| whisper-small-sinhala | medium | Unknown | whisper-small | Lingalingeswaran | 163 | openai/whisper-small | 11 |
| whisper-medium-id | medium | Unknown | whisper-medium | cahya | 164 | openai/whisper-medium | 11 |
| whisper-tiny-ja | medium | Unknown | whisper-tiny | zubokol | 165 | openai/whisper-tiny | 11 |
| whisper-medium-ml | medium | Unknown | whisper-medium | thennal | 166 | openai/whisper-medium | 11 |
| tarbiyah-ai-whisper-medium-merged | medium | Unknown | whisper-medium | Habib-HF | 167 | openai/whisper-medium | 11 |
| whisper-enhanced-ml | medium | Unknown | Unknown | nurzhanit | 168 | nurzhanit/whisper-enhanced-ml | 11 |
| whisper-large-v2-marathi | medium | Unknown | Unknown | DrishtiSharma | 169 | — | 11 |
| swahili-wav2vec2-asr | medium | Unknown | Unknown | RareElf | 170 | eddiegulay/wav2vec2-large-xlsr-mvc-swahili | 11 |
| whisper-large-v2-pl-v2 | medium | Unknown | Unknown | bardsai | 171 | — | 11 |
| whisper-small-hi | medium | Unknown | whisper-small | sanchit-gandhi | 172 | openai/whisper-small | 11 |
| japanese-zipformer-base-k2-rs35kh-bpe | high | TEDxJP-10K⬇ | Unknown | reazon-research | 173 | reazon-research/japanese-zipformer-base-k2 | 11 |
| whisper-large-v2-malayalam | medium | Unknown | Unknown | DrishtiSharma | 174 | — | 11 |
| Whisper_Largev2-Swahili-Decodis_Comb_FT | medium | Unknown | whisper-large-v2 | RafatK | 175 | openai/whisper-large-v2 | 11 |
| Whisper_Largev2-Swahili-Decodis_Base | medium | Unknown | whisper-large-v2 | RafatK | 176 | openai/whisper-large-v2 | 11 |
| whisper-large-v3-Thai | medium | Unknown | whisper-large-v3 | liqi03 | 177 | openai/whisper-large-v3 | 11 |
| ukrainian-data2vec-asr | medium | Unknown | Unknown | Respeecher | 178 | — | 11 |
| wav2vec2-xls-r-300m-cv8-turkish | medium | Common Voice 8 TR test split | Unknown | mpoyraz | 179 | — | 10.61 |
| parakeet-0.6b-ja-coreml | medium | Mozilla Common Voice 16.1 dev | Unknown | FluidInference | 180 | nvidia/parakeet-tdt_ctc-0.6b-ja | 10.2 |
| w2v-bert-punjabi | medium | Unknown | Unknown | kdcyberdude | 181 | — | 10.18 |
| stt_ru_conformer_ctc_large | medium | Unknown | Unknown | nvidia | 182 | nvidia/stt_ru_conformer_ctc_large | 10 |
| stt_ru_conformer_transducer_large | medium | Unknown | Unknown | nvidia | 183 | nvidia/stt_ru_conformer_transducer_large | 10 |
| Breeze-ASR-25 | medium | CommonVoice16-zh-TW | whisper-large-v2 | MediaTek-Research | 184 | openai/whisper-large-v2 | 9.84 |
| Breeze-ASR-25-gguf | medium | CommonVoice16-zh-TW | Unknown | handy-computer | 185 | MediaTek-Research/Breeze-ASR-25 | 9.84 |
| kotoba-whisper-bilingual-v1.0 | low | Unknown | Unknown | kotoba-tech | 186 | — | 9.8 |
| wav2vec2-large-uralic-voxpopuli-v2-finnish | medium | Unknown | Unknown | Finnish-NLP | 187 | — | 9 |
| whisper-small-cv11-french | medium | Unknown | Unknown | bofenghuang | 188 | — | 9 |
| wav2vec2-xls-r-300m-bengali-commonvoice | medium | Unknown | Unknown | shahruk10 | 189 | — | 9 |
| whisper-medium-portuguese | medium | Unknown | Unknown | pierreguillou | 190 | — | 9 |
| whisper-small-cv11-german | medium | Unknown | Unknown | bofenghuang | 191 | — | 9 |
| parakeet-tdt_ctc-1.1b-gguf | low | Unknown | Unknown | handy-computer | 192 | nvidia/parakeet-tdt_ctc-1.1b | 8.69 |
| parakeet-tdt_ctc-1.1b | low | Unknown | Unknown | nvidia | 193 | nvidia/parakeet-tdt_ctc-1.1b | 8.69 |
| wav2vec2-xls-r-300m-cv7-turkish | medium | Common Voice 7 TR test split | Unknown | mpoyraz | 194 | — | 8.62 |
| parakeet-tdt-0.6b-EN-Medical | medium | 🗣️ Common Voice 17 EN (test) | parakeet-tdt-0-6b-v3 | yuriyvnv | 195 | nvidia/parakeet-tdt-0.6b-v3 | 8.58 |
| CrisperWhisper | medium | [CommonVoice](https://huggingface.co/datasets/mozilla-foundation/common_voice_9_0) | whisper-large-v3 | nyralabs | 196 | openai/whisper-large-v3 | 8.19 |
| CrisperWhisper | medium | [CommonVoice](https://huggingface.co/datasets/mozilla-foundation/common_voice_9_0) | whisper-large-v3 | unsloth | 197 | openai/whisper-large-v3 | 8.19 |
| wav2vec2-xls-r-300m-cs-250 | medium | Unknown | Unknown | comodoro | 198 | facebook/wav2vec2-xls-r-300m | 8 |
| romanian-wav2vec2 | medium | Unknown | Unknown | gigant | 199 | facebook/wav2vec2-xls-r-300m | 8 |
| wav2vec2-large-xls-r-300m-Urdu | medium | Unknown | Unknown | kingabzpro | 200 | facebook/wav2vec2-xls-r-300m | 8 |
| wav2vec2-xls-r-300m-ftspeech | medium | Unknown | Unknown | saattrupdan | 201 | facebook/wav2vec2-xls-r-300m | 8 |
| wav2vec2-xls-r-300m-sk-cv8 | medium | Unknown | Unknown | comodoro | 202 | — | 8 |
| wav2vec2-xls-r-1b-portuguese | medium | Unknown | Unknown | jonatasgrosman | 203 | — | 8 |
| kotoba-whisper-v2.0 | medium | Unknown | Unknown | kotoba-tech | 204 | kotoba-tech/kotoba-whisper-v2.0 | 8 |
| wav2vec2-xls-r-1b-russian | medium | Unknown | Unknown | jonatasgrosman | 205 | — | 8 |
| kotoba-whisper-v2.1 | medium | Unknown | Unknown | kotoba-tech | 206 | — | 8 |
| wav2vec2-xls-r-1b-english | medium | Unknown | Unknown | jonatasgrosman | 207 | — | 8 |
| kotoba-whisper-v1.1 | medium | Unknown | Unknown | kotoba-tech | 208 | — | 8 |
| wav2vec2-xls-r-1b-spanish | medium | Unknown | Unknown | jonatasgrosman | 209 | — | 8 |
| wav2vec2-xls-r-1b-german | medium | Unknown | Unknown | jonatasgrosman | 210 | — | 8 |
| wav2vec2-xls-r-300m-cv8-turkish | medium | Unknown | Unknown | mpoyraz | 211 | — | 8 |
| kotoba-whisper-v1.0 | medium | Unknown | Unknown | kotoba-tech | 212 | — | 8 |
| wav2vec2-base-vietnamese-160h | medium | Unknown | Unknown | khanhld | 213 | facebook/wav2vec2-base | 8 |
| parakeet-0.6b-ja-coreml | medium | Unknown | Unknown | FluidInference | 214 | nvidia/parakeet-tdt_ctc-0.6b-ja | 8 |
| wav2vec2-xls-r-1b-french | medium | Unknown | Unknown | jonatasgrosman | 215 | — | 8 |
| wav2vec2-xls-r-1b-polish | medium | Unknown | Unknown | jonatasgrosman | 216 | — | 8 |
| Qwen3-ASR-1.7B-JA-Anime-Galgame | medium | Unknown | qwen3-asr-1-7b | jaykwok | 217 | Qwen/Qwen3-ASR-1.7B | 8 |
| whisper-medium-et | medium | Unknown | Unknown | TalTechNLP | 218 | — | 8 |
| Nos_ASR-wav2vec2-xls-r-300m-gl | medium | Common Voice 17.0 | Unknown | proxectonos | 219 | facebook/wav2vec2-xls-r-300m | 7.85 |
| parakeet-0.6b-ja-coreml | medium | Mozilla Common Voice 8.0 test | Unknown | FluidInference | 220 | nvidia/parakeet-tdt_ctc-0.6b-ja | 7.2 |
| granite-speech-4.1-2b-nar-gguf | medium | CommonVoice 15 FR | granite-speech-4-1-2b-nar | handy-computer | 221 | ibm-granite/granite-speech-4.1-2b-nar | 7.17 |
| granite-speech-4.1-2b-nar-gguf | medium | CommonVoice 15 FR | granite-speech-4-1-2b-nar | memoravox | 222 | ibm-granite/granite-speech-4.1-2b-nar | 7.17 |
| wav2vec2-large-xlsr-53-th | medium | Unknown | Unknown | airesearch | 223 | — | 7 |
| wav2vec2-xls-r-300m-cv7-turkish | medium | Unknown | Unknown | mpoyraz | 224 | — | 7 |
| parakeet-ctc-0.6b-gguf | low | Unknown | parakeet-ctc-0-6b | handy-computer | 225 | nvidia/parakeet-ctc-0.6b | 7 |
| parakeet-ctc-0.6b | low | Unknown | parakeet-ctc-0-6b | nvidia | 226 | nvidia/parakeet-ctc-0.6b | 7 |
| wav2vec2-xlsr-300m-finnish-lm | medium | Unknown | Unknown | Finnish-NLP | 227 | — | 7 |
| bp500-base100k_voxpopuli | medium | Unknown | Unknown | lgris | 228 | — | 7 |
| parakeet-ctc-0.6b-GGUF | medium | Unknown | parakeet-ctc-0-6b | cstr | 229 | nvidia/parakeet-ctc-0.6b | 7 |
| wav2vec2-xlsr-1b-finnish-lm-v2 | medium | Unknown | Unknown | Finnish-NLP | 230 | — | 7 |
| Kabyle_xlsr | medium | Unknown | Unknown | Akashpb13 | 231 | — | 7 |
| stt_fr_conformer_ctc_large | medium | Unknown | Unknown | nvidia | 232 | nvidia/stt_fr_conformer_ctc_large | 7 |
| Qwen3-ASR-1.7B-NL | medium | Common Voice 17 (test) | qwen3-asr-1-7b | yuriyvnv | 233 | Qwen/Qwen3-ASR-1.7B | 6.7 |
| tara | medium | [CommonVoice-en](https://huggingface.co/datasets/Trelis/cv-en-scripted-test-500) | Unknown | Trelis | 234 | — | 6.68 |
| Qwen3-ASR-1.7B-NL | medium | Common Voice 22 (test) | qwen3-asr-1-7b | yuriyvnv | 235 | Qwen/Qwen3-ASR-1.7B | 6.68 |
| chunkformer-ctc-large-vie | low | Unknown | Unknown | khanhld | 236 | — | 6.66 |
| parakeet-ctc-1.1b | low | Unknown | parakeet-ctc-1-1b | nvidia | 237 | nvidia/parakeet-ctc-1.1b | 6.53 |
| parakeet-ctc-1.1b-gguf | low | Unknown | parakeet-ctc-1-1b | handy-computer | 238 | nvidia/parakeet-ctc-1.1b | 6.53 |
| parakeet-ctc-1.1b-GGUF | medium | Unknown | parakeet-ctc-1-1b | cstr | 239 | nvidia/parakeet-ctc-1.1b | 6.53 |
| granite-speech-4.1-2b-nar-gguf | medium | CommonVoice 15 EN | granite-speech-4-1-2b-nar | handy-computer | 240 | ibm-granite/granite-speech-4.1-2b-nar | 6.5 |
| granite-speech-4.1-2b-nar-gguf | medium | CommonVoice 15 EN | granite-speech-4-1-2b-nar | memoravox | 241 | ibm-granite/granite-speech-4.1-2b-nar | 6.5 |
| wav2vec2-large-xlsr-53-portuguese | medium | Unknown | Unknown | jonatasgrosman | 242 | facebook/wav2vec2-large-xlsr-53-portuguese | 6.1 |
| wav2vec2-large-xlsr-53-russian | medium | Unknown | Unknown | jonatasgrosman | 243 | — | 6.1 |
| wav2vec2-large-xlsr-53-polish | medium | Unknown | Unknown | jonatasgrosman | 244 | facebook/wav2vec2-large-xlsr-53-polish | 6.1 |
| wav2vec2-large-xlsr-53-dutch | medium | Unknown | Unknown | jonatasgrosman | 245 | facebook/wav2vec2-large-xlsr-53-dutch | 6.1 |
| wav2vec2-large-xlsr-53-japanese | medium | Unknown | Unknown | jonatasgrosman | 246 | jonatasgrosman/wav2vec2-large-xlsr-53-japanese | 6.1 |
| wav2vec2-large-xlsr-53-greek | medium | Unknown | Unknown | jonatasgrosman | 247 | — | 6.1 |
| wav2vec2-large-xlsr-53-arabic | medium | Unknown | Unknown | jonatasgrosman | 248 | jonatasgrosman/wav2vec2-large-xlsr-53-arabic | 6.1 |
| wav2vec2-large-xlsr-53-hungarian | medium | Unknown | Unknown | jonatasgrosman | 249 | — | 6.1 |
| wav2vec2-large-xlsr-53-chinese-zh-cn | medium | Unknown | Unknown | jonatasgrosman | 250 | jonatasgrosman/wav2vec2-large-xlsr-53-chinese-zh-cn | 6.1 |
| wav2vec2-large-xlsr-53-persian | medium | Unknown | Unknown | jonatasgrosman | 251 | — | 6.1 |
| wav2vec2-large-xlsr-53-finnish | medium | Unknown | Unknown | jonatasgrosman | 252 | — | 6.1 |
| wav2vec2-large-xlsr-catala | medium | Unknown | Unknown | softcatala | 253 | — | 6.1 |
| wav2vec2-large-xlsr-53-english | medium | Unknown | Unknown | jonatasgrosman | 254 | jonatasgrosman/wav2vec2-large-xlsr-53-english | 6.1 |
| wav2vec2-large-xlsr-53-spanish | medium | Unknown | Unknown | jonatasgrosman | 255 | facebook/wav2vec2-large-xlsr-53-spanish | 6.1 |
| wav2vec2-large-xlsr-53-french | medium | Unknown | Unknown | jonatasgrosman | 256 | facebook/wav2vec2-large-xlsr-53-french | 6.1 |
| wav2vec2-large-xlsr-53-german | medium | Unknown | Unknown | jonatasgrosman | 257 | facebook/wav2vec2-large-xlsr-53-german | 6.1 |
| wav2vec2-large-xlsr-53-italian | medium | Unknown | Unknown | jonatasgrosman | 258 | facebook/wav2vec2-large-xlsr-53-italian | 6.1 |
| xls-r-300m-et | medium | Unknown | Unknown | TalTechNLP | 259 | — | 6.1 |
| wav2vec2-large-xlsr-open-brazilian-portuguese | medium | Unknown | Unknown | lgris | 260 | — | 6.1 |
| wav2vec2-large-chinese-zh-cn | medium | Unknown | Unknown | wbbbbb | 261 | — | 6.1 |
| wav2vec2-large-xlsr-open-brazilian-portuguese-v2 | medium | Unknown | Unknown | lgris | 262 | — | 6.1 |
| wav2vec2-large-100k-voxpopuli-catala | medium | Unknown | Unknown | ccoreilly | 263 | — | 6.1 |
| parakeet-rnnt-0.6b | low | Unknown | parakeet-rnnt-0-6b | nvidia | 264 | nvidia/parakeet-rnnt-0.6b | 6.05 |
| parakeet-rnnt-0.6b-gguf | low | Unknown | parakeet-rnnt-0-6b | handy-computer | 265 | nvidia/parakeet-rnnt-0.6b | 6.05 |
| parakeet-rnnt-0.6b-gguf | low | Unknown | parakeet-rnnt-0-6b | memoravox | 266 | nvidia/parakeet-rnnt-0.6b | 6.05 |
| wav2vec2-large-ru-golos-with-lm | medium | Unknown | Unknown | bond005 | 267 | — | 6 |
| whisper-large-v3-high-mixed-nl | medium | Common Voice Only | whisper-large-v3 | yuriyvnv | 268 | openai/whisper-large-v3 | 5.49 |
| parakeet-tdt-1.1b-gguf | low | Unknown | Unknown | handy-computer | 269 | nvidia/parakeet-tdt-1.1b | 5.48 |
| parakeet-tdt-1.1b | low | Unknown | Unknown | nvidia | 270 | nvidia/parakeet-tdt-1.1b | 5.48 |
| parakeet-rnnt-1.1b-gguf | low | Unknown | parakeet-rnnt-1-1b | handy-computer | 271 | nvidia/parakeet-rnnt-1.1b | 5.39 |
| parakeet-rnnt-1.1b | low | Unknown | parakeet-rnnt-1-1b | nvidia | 272 | nvidia/parakeet-rnnt-1.1b | 5.39 |
| whisper-large-v3-turbo-russian-codeswitch | medium | Common Voice 21 RU | Unknown | coriollon | 273 | coriollon/whisper-large-v3-turbo-russian | 5.33 |
| T-one | medium | CommonVoice 19 (test split) | Unknown | t-tech | 274 | — | 5.32 |
| whisper-podlodka-turbo | medium | common_voice_11_0 | whisper-large-v3-turbo | bond005 | 275 | openai/whisper-large-v3-turbo | 5.22 |
| parakeet-tdt-0.6b-v3-ptBR-TAGARELA-onnx-int8 | low | Unknown | Unknown | calneymgp | 276 | alefiury/parakeet-tdt-0.6b-v3-ptBR-TAGARELA-onnx | 5.1 |
| whisper-large-v3-lv-late-cv19 | medium | Latvian Common Voice 19.0 test set (VW) - formatted | whisper-large-v3 | AiLab-IMCS-UL | 277 | openai/whisper-large-v3 | 4.8 |
| granite-speech-4.1-2b-nar-gguf | medium | CommonVoice 15 DE | granite-speech-4-1-2b-nar | handy-computer | 278 | ibm-granite/granite-speech-4.1-2b-nar | 4.73 |
| granite-speech-4.1-2b-nar-gguf | medium | CommonVoice 15 DE | granite-speech-4-1-2b-nar | memoravox | 279 | ibm-granite/granite-speech-4.1-2b-nar | 4.73 |
| audio-codec-44khz | medium | CommonVoice | Unknown | nvidia | 280 | nvidia/audio-codec-44khz | 4.53 |
| audio-codec-22khz | medium | CommonVoice | Unknown | nvidia | 281 | nvidia/audio-codec-22khz | 4.53 |
| LFM2.5-Audio-1.5B-JP | high | Unknown | Unknown | LiquidAI | 282 | LiquidAI/LFM2.5-Audio-1.5B | 4.42 |
| granite-speech-4.1-2b-nar-gguf | medium | CommonVoice 15 ES | granite-speech-4-1-2b-nar | handy-computer | 283 | ibm-granite/granite-speech-4.1-2b-nar | 4.02 |
| granite-speech-4.1-2b-nar-gguf | medium | CommonVoice 15 ES | granite-speech-4-1-2b-nar | memoravox | 284 | ibm-granite/granite-speech-4.1-2b-nar | 4.02 |
| wav2vec2-large-uralic-voxpopuli-v2-finnish | medium | [Common Voice 9.0 Finnish train + evaluation + other splits](https://huggingface.co/datasets/mozilla-foundation/common_voice_9_0) | Unknown | Finnish-NLP | 285 | — | 3.9 |
| whisper-large-v3-turbo-german | medium | common_voice_19_0 | Unknown | primeline | 286 | primeline/whisper-large-v3-german | 3.85 |
| whisper-large-v3-turbo-german-ct2 | medium | common_voice_19_0 | Unknown | jimmymeister | 287 | primeline/whisper-large-v3-german | 3.85 |
| TEA-ASR-1 | medium | CommonVoice 19 (zh-TW) | qwen3-asr-1-7b | JacobLinCool | 288 | Qwen/Qwen3-ASR-1.7B | 3.64 |
| TEA-ASR-1.1 | medium | CommonVoice 19 (zh-TW) | qwen3-asr-1-7b | JacobLinCool | 289 | Qwen/Qwen3-ASR-1.7B | 3.58 |
| TEA-ASR-1.1-mini | medium | CommonVoice 19 (zh-TW) | qwen3-asr-0-6b | JacobLinCool | 290 | Qwen/Qwen3-ASR-0.6B | 3.58 |
| Test | low | Unknown | Unknown | AbelWa | 291 | — | 3.55 |
| wav2vec2-xlsr-300m-finnish-lm | medium | [Common Voice 7.0 Finnish train + evaluation + other splits](https://huggingface.co/datasets/mozilla-foundation/common_voice_7_0) | Unknown | Finnish-NLP | 292 | — | 3.52 |
| wav2vec2-xlsr-1b-finnish-lm-v2 | medium | [Common Voice 7.0 Finnish train + evaluation + other splits](https://huggingface.co/datasets/mozilla-foundation/common_voice_7_0) | Unknown | Finnish-NLP | 293 | — | 3.52 |
| whisper-large-v3-lv-late-cv19 | medium | Latvian Common Voice 19.0 test set (VW) - normalized | whisper-large-v3 | AiLab-IMCS-UL | 294 | openai/whisper-large-v3 | 3.2 |
| wav2vec2-large-xlsr-53-greek | medium | CER on CommonVoice Test (%) * | Unknown | lighteternal | 295 | — | 2.88 |
| granite-speech-4.1-2b-nar-gguf | medium | CommonVoice 15 PT | granite-speech-4-1-2b-nar | handy-computer | 296 | ibm-granite/granite-speech-4.1-2b-nar | 2.57 |
| granite-speech-4.1-2b-nar-gguf | medium | CommonVoice 15 PT | granite-speech-4-1-2b-nar | memoravox | 297 | ibm-granite/granite-speech-4.1-2b-nar | 2.57 |
Provenance & metadata (1)
source
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- leaderboard-scrape
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- benchmarks/wer-common-voice.html