Leaderboard

CER

cer

Record

Category
speech-asr
Scored models
317

Scores

ModelScore
facebook/mms-300m100
facebook/mms-300m100
facebook/mms-300m100
facebook/mms-300m100
facebook/mms-300m100
facebook/mms-300m100
microsoft/Phi-4-multimodal-instruct99.16
microsoft/Phi-4-multimodal-instruct99.16
openai/whisper-small97.93
90
openai/whisper-large-v266.02
58
58
tiiuae/Falcon-H1-Tiny-Multilingual-100M-Base56.96
UsefulSensors/moonshine-base45.54
Qwen/Qwen3-ASR-0.6B-hf45.4
owensong/Inflect-Nano-v145
owensong/Inflect-Micro-v244
Qwen/Qwen3-ASR-0.6B-hf40.8
37.55
37.25
openai/whisper-tiny30.9
openai/whisper-tiny30.9
openai/whisper-large-v230.7

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

variantconfcontextmodel idorgrankrootscore
mms-300m-waxal-luglowUnknownUnknownwaxal-benchmarking1facebook/mms-300m100
mms-300m-waxal-snalowUnknownUnknownwaxal-benchmarking2facebook/mms-300m100
mms-300m-waxal-linlowUnknownUnknownwaxal-benchmarking3facebook/mms-300m100
mms-300m-waxal-achlowUnknownUnknownwaxal-benchmarking4facebook/mms-300m100
mms-300m-waxal-nynlowUnknownUnknownwaxal-benchmarking5facebook/mms-300m100
mms-300m-waxal-maslowUnknownUnknownwaxal-benchmarking6facebook/mms-300m100
Phi-4-multimodal-instructlowfleurs-ko2en-cot | fleurs-en2ko-cotphi-4-multimodal-instructmicrosoft7microsoft/Phi-4-multimodal-instruct99.16
Phi-4-multimodal-instructlowfleurs-ko2en-cot | fleurs-en2ko-cotphi-4-multimodal-instructLexius8microsoft/Phi-4-multimodal-instruct99.16
whisper-small-lingala-qloramediumUnknownwhisper-smallElod1e9openai/whisper-small97.93
wav2vec2-large-uralic-voxpopuli-v2-finnishhighUnknownUnknownFinnish-NLP1090
whisper-large-v2-translate-zh-v0.2-st-ct2mediumUnknownwhisper-large-v2chickenrice072111openai/whisper-large-v266.02
wav2vec2-ljspeech-gruutlowUnknownUnknownbookbot1258
phoneme-scorer-v2-wav2vec2lowUnknownUnknownct-vikramanantha1358
MioTTS-0.1BlowUnknownUnknownAratako14tiiuae/Falcon-H1-Tiny-Multilingual-100M-Base56.96
moonshine-base-bnlowUnknownmoonshine-baseSanjidh09015UsefulSensors/moonshine-base45.54
qwen3-asr-0.6b-arabic-dialectallowUnknownqwen3-asr-0-6b-hfoddadmix16Qwen/Qwen3-ASR-0.6B-hf45.4
PrimeTTSmediumUnknownUnknownLuigi17owensong/Inflect-Nano-v145
inflect-v2-coremllowUnknownUnknownFluidInference18owensong/Inflect-Micro-v244
qwen3-asr-0.6b-arabic-dialectalhighZero-shot WERqwen3-asr-0-6b-hfoddadmix19Qwen/Qwen3-ASR-0.6B-hf40.8
monsoon-whisper-medium-gigaspeech2highUnknownUnknowntyphoon-ai2037.55
MSP-VisualmediumUnknownUnknownMahmoodAnaam2137.25
whisper-tiny-waxal-linmedium**Test CER**whisper-tinywaxal-benchmarking22openai/whisper-tiny30.9
whisper-tiny-waxal-linmedium**CER**whisper-tinywaxal-benchmarking23openai/whisper-tiny30.9
Breeze-ASR-26lowUnknownwhisper-large-v2MediaTek-Research24openai/whisper-large-v230.7
cohere-transcribe-arabic-07-2026-dialectal-v2mediumUnknowncohere-transcribe-arabic-07-2026oddadmix25CohereLabs/cohere-transcribe-arabic-07-202629.4
whisper-tiny-grpo-5e2f49e-cv22-tiny-sftadaptivemediumUnknownwhisper-tinywrice26openai/whisper-tiny29
whisper-large-v3-turbo-arabic-dialectallowUnknownwhisper-large-v3-turbooddadmix27openai/whisper-large-v3-turbo27.8
whisper-tiny-grpo-4bddbd7-cv22-tiny-klbeta02mediumUnknownwhisper-tinywrice28openai/whisper-tiny27
cdli-whisper-ml-lug-swa-sunbird-full-a40mediumUnknownasr-whisper-large-v3-saltKasuleTrevor29Sunbird/asr-whisper-large-v3-salt26.33
whisper-tiny-mla-24langhighUnknownwhisper-tinyburakaydinofficial30openai/whisper-tiny25.1
whisper-small-burmese-v2mediumUnknownUnknownmyatsu31myatsu/whisper-small-burmese24.96
whisper-tiny-waxal-linlowUnknownwhisper-tinywaxal-benchmarking32openai/whisper-tiny23.46
whisper-small-japanesehighUnknownUnknownIvydata3323.1
wav2vec2-xlsr-multilingual-56highUnknownUnknownvoidful3422.82
whisper_small_ps_augmentedmediumUnknownUnknownihanif35ihanif/whisper_small_ps_augmented22.68
wav2vec2-large-xlsr-53-punjabimediumUnknownUnknownkingabzpro36Harveenchadha/vakyansh-wav2vec2-punjabi-pam-1022.38
whisper-small-waxal-linmedium**Test CER**whisper-smallwaxal-benchmarking37openai/whisper-small21.7
whisper-small-waxal-linmedium**CER**whisper-smallwaxal-benchmarking38openai/whisper-small21.7
cdli-whisper-ml-lug-swa-sunbird-full-a40-lr1e4mediumUnknownasr-whisper-large-v3-saltKasuleTrevor39Sunbird/asr-whisper-large-v3-salt21.49
qwen3-asr-0.6b-arabic-dialectal-v2lowUnknownqwen3-asr-0-6b-hfoddadmix40Qwen/Qwen3-ASR-0.6B-hf21.48
cdli-whisper-ml-ugeng-lug-swa-sunbird-full-a40-lr1e4-5kmediumUnknownasr-whisper-large-v3-saltKasuleTrevor41Sunbird/asr-whisper-large-v3-salt21.44
whisper-tiny-khmermediumUnknownwhisper-tinysengtha42openai/whisper-tiny21.32
moulsot.v0.3mediumUnknownqwen3-asr-1-7batlasia43Qwen/Qwen3-ASR-1.7B21.3
cdli-whisper-ml-ugeng-lug-swa-sunbird-full-a40-lr5e5mediumUnknownasr-whisper-large-v3-saltKasuleTrevor44Sunbird/asr-whisper-large-v3-salt20.41
wav2vec2-large-xlsr-53-japanesehighUnknownUnknownjonatasgrosman45jonatasgrosman/wav2vec2-large-xlsr-53-japanese20.16
cdli-whisper-ml-lug-swa-sunbird-full-a40-lr5e5-5kmediumUnknownasr-whisper-large-v3-saltKasuleTrevor46Sunbird/asr-whisper-large-v3-salt20.1
wav2vec2-xls-r-300m-pashtomediumUnknownUnknownihanif47facebook/wav2vec2-xls-r-300m19.72
griot-nano-1lowUnknownUnknownQlerqly4819.27
griot-nano-1-onnxlowUnknownUnknownQlerqly4919.27
wav2vec2-large-xlsr-53-chinese-zh-cnhighUnknownUnknownjonatasgrosman50jonatasgrosman/wav2vec2-large-xlsr-53-chinese-zh-cn19.03
Sunflower-Gemma4-E2BlowUnknowngemma-4-e2bSunbird51google/gemma-4-E2B-it18.9
mms-300m-waxal-linmedium**Test CER**Unknownwaxal-benchmarking52facebook/mms-300m18.9
mms-300m-waxal-linmedium**CER**Unknownwaxal-benchmarking53facebook/mms-300m18.9
whisper-base-mla-24langhighUnknownwhisper-baseburakaydinofficial54openai/whisper-base18.7
wav2vec2-large-xlsr-53-cantonesemediumUnknownUnknownCAiRE5518.55
wav2vec2-large-xlsr-53-arabichighUnknownUnknownjonatasgrosman56jonatasgrosman/wav2vec2-large-xlsr-53-arabic18.18
wav2vec2-large-japanesehighUnknownUnknownNTQAI5718.15
wav2vec2-large-xlsr-japanesemediumUnknownUnknownvumichien5817.85
cohere-transcribe-arabic-07-2026-dialectallowUnknowncohere-transcribe-arabic-07-2026oddadmix59CohereLabs/cohere-transcribe-arabic-07-202617.4
whisper-large-v2-vietnamese-lyrics-transcriptionhighUnknownwhisper-large-v2kelvinbksoh60openai/whisper-large-v217.14
mms-300m-waxal-achmedium**Test CER**Unknownwaxal-benchmarking61facebook/mms-300m17.1
mms-300m-waxal-achmedium**CER**Unknownwaxal-benchmarking62facebook/mms-300m17.1
whisper-small-waxal-linlowUnknownwhisper-smallwaxal-benchmarking63openai/whisper-small16.91
whisper-small-egyptian-arabicmediumUnknownUnknownMAdel1216416.76
Qwen3-ASR-1.7B-JA-Anime-GalgamelowUnknownqwen3-asr-1-7bjaykwok65Qwen/Qwen3-ASR-1.7B16.73
whisper-small-egyptian-arabicmediumCERUnknownMAdel1216616.7
nemotron-ocr-v1mediumCharacter Error RateUnknownnvidia67nvidia/nemotron-ocr-v116.33
wav2vec2-large-xlsr-53-thlowUnknownUnknownairesearch6816.23
wav2vec2-xls-r-1b-japanese-hiragana-katakanamediumUnknownUnknownAndrewMcDowell6916.09
BlueMagpie-TTSlowUnknownUnknownOpenFormosa70OpenFormosa/BlueMagpie-TTS15.37
whisper-small-arabic-dialectal-v2lowUnknownwhisper-smalloddadmix71openai/whisper-small15.28
uk_wav2vec2_with_stress_markmediumUnknownUnknownmouseyy72mouseyy/result_data_2-315.12
whisper-small-arabic-dialectallowUnknownwhisper-smalloddadmix73openai/whisper-small15.1
whisper-small-arabic-dialectalhighZero-shot WERwhisper-smalloddadmix74openai/whisper-small15.1
batisay-ko-turbolowUnknownwhisper-large-v3-turbobatiai75openai/whisper-large-v3-turbo14.85
MSP-AudiomediumUnknownUnknownMahmoodAnaam76facebook/wav2vec2-large-robust-ft-libri-960h14.74
azerbaijani-whisper-turbolowUnknownwhisper-large-v3-turboLocalDoc77openai/whisper-large-v3-turbo14.52
azerbaijani-whisper-smallhighUnknownwhisper-smallLocalDoc78openai/whisper-small14.52
parakeet-tdt-0.6b-EN-MedicallowZero-shot WER | Zero-shot CERparakeet-tdt-0-6b-v3yuriyvnv79nvidia/parakeet-tdt-0.6b-v314.16
whisper-large-v3-turbo-cantonese-yue-englishmediumUnknownwhisper-large-v3-turboJackyHoCL80openai/whisper-large-v3-turbo13.7
wav2vec2-xls-r-300m-sk-cv8mediumUnknownUnknowncomodoro8113.33
wav2vec2-xls-r-300m-phonememediumUnknownUnknownvitouphy8213.32
wav2vec2-xls-r-latinlowUnknownUnknownnjand83facebook/wav2vec2-xls-r-300m13.06
Medical-Whisper-Large-v3lowUnknownwhisper-large-v3Na0s84openai/whisper-large-v313
whisper-finetune-teochewlowUnknownUnknownpanlr8512.87
whisper-small-waxal-fullowUnknownwhisper-smallwaxal-benchmarking86openai/whisper-small12.83
whisper-tiny-waxal-lugmedium**Test CER**whisper-tinywaxal-benchmarking87openai/whisper-tiny12.8
whisper-tiny-waxal-lugmedium**CER**whisper-tinywaxal-benchmarking88openai/whisper-tiny12.8
whisper-small-combined-lin-sna-lug-olusolamediumUnknownwhisper-smallsamolusola-personal89openai/whisper-small12.57
whisper-large-v3-turbo-arabic-dialectal-v2lowUnknownwhisper-large-v3-turbooddadmix90openai/whisper-large-v3-turbo12.5
wav2vec2-large-chinese-zh-cnhighUnknownUnknownwbbbbb9112.3
whisper-medium-combined-lin-sna-lug-olusolamediumUnknownwhisper-mediumsamolusola-personal92openai/whisper-medium12.21
whisper-large-v3-arabic-dialectal-v2lowUnknownwhisper-large-v3oddadmix93openai/whisper-large-v312.03
whisper-small-waxal-fulmedium**Test CER**whisper-smallwaxal-benchmarking94openai/whisper-small12
whisper-small-waxal-fulmedium**CER**whisper-smallwaxal-benchmarking95openai/whisper-small12
whisper-small-mla-24langhighUnknownwhisper-smallburakaydinofficial96openai/whisper-small12
whisper-small-waxal-snalowUnknownwhisper-smallwaxal-benchmarking97openai/whisper-small11.96
whisper-small-hulowUnknownwhisper-smallSubZtep98openai/whisper-small11.7
MSP-FusionmediumUnknownUnknownMahmoodAnaam9911.67
roest-v3-whisper-1.5blowUnknownwhisper-large-v3CoRal-project100openai/whisper-large-v311.6
roest-v3-wav2vec2-315mlowUnknownUnknownCoRal-project101facebook/wav2vec2-xls-r-300m11.6
FireRedASR2-LLMmedium**Avg CER (Dialects, 19 sets)**UnknownFireRedTeam10211.55
whisper-large-v3-turbo-arabic-dialectallowZero-shot WERwhisper-large-v3-turbooddadmix103openai/whisper-large-v3-turbo11.5
cohere-transcribe-arabic-07-2026-dialectallowZero-shot WERcohere-transcribe-arabic-07-2026oddadmix104CohereLabs/cohere-transcribe-arabic-07-202611.5
nemotron-asr-litert-zhtwlowUnknownUnknownLuigi105Luigi/nemotron-3.5-asr-streaming-0.6b-zhtw11.33
MOSS-Transcribe-Diarize-MLX-8bitlowUnknownmoss-transcribe-diarizemajentik106OpenMOSS-Team/MOSS-Transcribe-Diarize11.1
whosper-large-v2mediumCERwhisper-large-v2CAYTU107openai/whisper-large-v211.01
mms-300m-waxal-masmedium**Test CER**Unknownwaxal-benchmarking108facebook/mms-300m11
mms-300m-waxal-masmedium**CER**Unknownwaxal-benchmarking109facebook/mms-300m11
wav2vec2-large-xlsr-japanese-hiraganamediumUnknownUnknownvumichien11010.99
nemotron-3.5-swahili-streaming-asrlowUnknownnemotron-3-5-asr-streaming-0-6bTonykip111nvidia/nemotron-3.5-asr-streaming-0.6b10.6
QwenCleo-ASRlowUnknownqwen3-asr-1-7bmohammedaly22112Qwen/Qwen3-ASR-1.7B10.52
MSPmediumUnknownUnknownMahmoodAnaam11310.5
whisper-acftmediumUnknownwhisper-tinylitert-community114openai/whisper-tiny10.4
whisper-small-mnmediumCERwhisper-smallBlgn94115openai/whisper-small10.3
whisper-tiny-waxal-luglowUnknownwhisper-tinywaxal-benchmarking116openai/whisper-tiny10.23
w2vbert-waxal-multi7mediumUnknownUnknownsulaimank117sulaimank/w2v-bert-waxal9.95
wav2vec2-large-english-TIMIT-phoneme_v3mediumUnknownUnknownspeech311189.87
typhoon-asr-realtimemediumUnknownUnknowntyphoon-ai119nvidia/stt_en_fastconformer_transducer_large9.84
gha-whisper-small-twi-v3mediumUnknownUnknownteckedd120teckedd/whisper-small-waxal-round2-specaug-v19.58
wav2vec2-xls-r-300m-koreanlowUnknownUnknownw11wo1219.53
wav2vec2-arabic-phoneme-asrmedium**CER**UnknownMostafaMaroof122facebook/wav2vec2-large-xlsr-539.5
mms-300m-waxal-nynmedium**Test CER**Unknownwaxal-benchmarking123facebook/mms-300m9.5
mms-300m-waxal-nynmedium**CER**Unknownwaxal-benchmarking124facebook/mms-300m9.5
Audar-ASR-V1-FlashhighUnknownUnknownaudarai1259.49
Audar-ASR-V1-TurbolowUnknownUnknownaudarai1269.49
whisper-large-v3-urdumedium**CER**whisper-large-v3kingabzpro127openai/whisper-large-v39.43
wav2vec2-large-english-phoneme-v2mediumUnknownUnknownspeech311289
whisper-medium-full-clinical-r16mediumUnknownwhisper-mediumrobello2129openai/whisper-medium8.92
whisper-large-v3-swahili-afrivoice-cvlowUnknownwhisper-large-v3ElizabethMwangi130openai/whisper-large-v38.9
whisper-large-v3-turbo-urdumedium**CER**whisper-large-v3-turbokingabzpro131openai/whisper-large-v3-turbo8.79
whisper-tiny_ro-80melmediumCERwhisper-tinyIonGrozea132openai/whisper-tiny8.63
whisper-small-jamediumUnknownwhisper-smallvumichien133openai/whisper-small8.6
Chorus-v1mediumCERwhisper-large-v3-turboTrelis134openai/whisper-large-v3-turbo8.58
xlsr-waxal-from-lugandamediumUnknownUnknownsulaimank135sulaimank/xls-r-300m-luganda-313hr8.53
Fun-ASR-Nano-GGUFlowUnknownUnknownFunAudioLLM1368.35
Fun-ASR-Nano-GGUFlowUnknownUnknownnile20001378.35
whisper-large-v3-turbo-darijamediumUnknownwhisper-large-v3-turboanaszil138openai/whisper-large-v3-turbo8.3
openai_whisper-large-v3-turbo-NVFP4lowUnknownwhisper-large-v3-turboReza2kn139openai/whisper-large-v3-turbo8.3
whisper-large-v3-turbo-darijamedium**Character Error Rate (CER)**whisper-large-v3-turboanaszil140openai/whisper-large-v3-turbo8.28
wav2vec2-large-xlsr-53-finnishhighUnknownUnknownjonatasgrosman1418.23
tamil-asr-qwen3lowUnknownqwen3-asr-1-7bosmapi142Qwen/Qwen3-ASR-1.7B7.95
asr-wav2vec2-commonvoice-14-enlowUnknownUnknownspeechbrain1437.92
nemo-nano-codec-22khz-0.6kbps-12.5fpslowUnknownUnknownnvidia144nvidia/nemo-nano-codec-22khz-0.6kbps-12.5fps7.79
xls-r-uzbek-cv8mediumUnknownUnknownlucio145facebook/wav2vec2-xls-r-300m7.77
wav2vec2-bloom-speech-tglmediumUnknownUnknownsil-ai1467.69
wav2vec2-large-xlsr-53-persianhighUnknownUnknownjonatasgrosman1477.37
whisper-medium-mlmediumUnknownwhisper-mediumthennal148openai/whisper-medium7.33
asr-conformer-transformerlm-ksponspeechlowUnknownUnknownspeechbrain1497.33
wav2vec2-base-koreanmediumUnknownUnknownKkonjeong150facebook/wav2vec2-base7.3
TestlowUnknownUnknownAbelWa1517.3
whisper-tiny-es-mix-normmediumUnknownwhisper-tinydeepdml152openai/whisper-tiny7.26
whisper-large-v3-urdumediumUnknownwhisper-large-v3kingabzpro153openai/whisper-large-v37.2
whisper-base-armenianmedium**Character Error Rate (CER)**whisper-baseChillarmo154openai/whisper-base6.98
wav2vec2-xlsr-khmermediumUnknownUnknowngagan30121556.95
asr-wav2vec2-commonvoice-14-ptlowUnknownUnknownspeechbrain1566.85
my_zh_CN_asr_cv13_modelmediumUnknownUnknowntristayqc157jonatasgrosman/wav2vec2-large-xlsr-53-chinese-zh-cn6.74
whisper-large-v2-cantonesemediumUnknownwhisper-large-v2simonl0909158openai/whisper-large-v26.73
whisper-large-v3-turbo-koreanmediumUnknownwhisper-large-v3-turboghost613159openai/whisper-large-v3-turbo6.67
whisper-large-v2-mn-13mediumUnknownUnknownbayartsogt1606.6
Whisper-Large-v3-turbo-STT-Zeroth-KO-v2mediumUnknownwhisper-large-v3-turboo0dimplz0o161openai/whisper-large-v3-turbo6.6
asr-cherokeemediumUnknownUnknowncharliemcvicker162facebook/wav2vec2-large-xlsr-536.58
qwen3-asr-arabic-ksamedium**CER**qwen3-asr-1-7bvadimbelsky163Qwen/Qwen3-ASR-1.7B6.57
parakeet-0.6b-ja-coremllowUnknownUnknownFluidInference164nvidia/parakeet-tdt_ctc-0.6b-ja6.5
wav2vec2-base-japanese-asrmediumUnknownUnknownTKU410410103165facebook/wav2vec2-base6.46
MOSS-Transcribe-Diarize-0.9B-MLX-5bitlowUnknownmoss-transcribe-diarizeaufklarer166OpenMOSS-Team/MOSS-Transcribe-Diarize6.36
swecha-gonthuka-asrlowUnknownUnknownswechatelangana167Harveenchadha/wav2vec2-pretrained-clsril-23-10k6.32
hviske-v5lowUnknownUnknownsyvai1686.3
wav2vec2-large-xlsr-53-hungarianhighUnknownUnknownjonatasgrosman1696.2
openai_whisper-large-v3-NVFP4lowUnknownwhisper-large-v3Reza2kn170openai/whisper-large-v36.19
whisper-base-ar-quran-mix-normmediumUnknownwhisper-basedeepdml171openai/whisper-base6.09
wav2vec2-base-760-turkishmediumUnknownUnknownceyda172facebook/wav2vec2-base6.05
wav2vec2-xls-r-300m-hymediumUnknownUnknownarampacha1736.02
w2vbert-lingala-waxalmediumUnknownUnknownsulaimank174sulaimank/w2v-bert-lingala-109h6
Whisper-Large-v3-xVITA-zhTWlowUnknownwhisper-large-v3xCloudinfo175openai/whisper-large-v35.94
whisper-small-waxal-luglowUnknownwhisper-smallwaxal-benchmarking176openai/whisper-small5.93
whisper-small-pt-cv11-v5mediumUnknownwhisper-smalljonatasgrosman177openai/whisper-small5.89
w2v-bert-waxalmediumUnknownUnknownsulaimank178sulaimank/w2v-bert-lingala-109h5.87
whisper-base_ro-80melmediumCERwhisper-baseIonGrozea179openai/whisper-base5.82
wav2vec2-bert-CV16-enmediumUnknownUnknownhf-audio180ylacombe/w2v-bert-2.05.8
wav2vec2-large-xls-r-1b-SwedishmediumUnknownUnknownkingabzpro181facebook/wav2vec2-xls-r-1b5.75
w2v-bert-2.0-khmer-v4mediumUnknownw2v-bert-2-0Prakmlis182facebook/w2v-bert-2.05.73
asr-transformer-aishelllowUnknownUnknownspeechbrain1835.6
whisper-small-waxal-lugmedium**Test CER**whisper-smallwaxal-benchmarking184openai/whisper-small5.5
whisper-small-waxal-lugmedium**CER**whisper-smallwaxal-benchmarking185openai/whisper-small5.5
whisper-large-v3-turbo-nepalimediumUnknownwhisper-large-v3-turbokiranpantha186openai/whisper-large-v3-turbo5.49
whisper-large-v3-turkish-generallowUnknownwhisper-large-v3turkmedstt187openai/whisper-large-v35.46
IndicConformer-GGUFmedium**IndicConformer GGUF (CER)**UnknownSingla0009188ai4bharat/indicconformer_stt_hi_hybrid_rnnt_large5.2
wav2vec2-large-mms-1b-hungarianmediumUnknownmms-1b-allGaborMadarasz189facebook/mms-1b-all5.19
surt-small-v3mediumUnknownwhisper-smallsurindersinghssj190openai/whisper-small5.15
za-anv-multilingual-whisper-v3-turbomediumUnknownwhisper-large-v3-turbodsfsi-anv191openai/whisper-large-v3-turbo5.1
whisper-small-waxal-snamedium**Test CER**whisper-smallwaxal-benchmarking192openai/whisper-small5.1
whisper-small-waxal-snamedium**CER**whisper-smallwaxal-benchmarking193openai/whisper-small5.1
kazakh-whisper-large-v3-turbolowUnknownwhisper-large-v3-turboshyngys879194openai/whisper-large-v3-turbo4.98
whisper-small-uyghur-thugy20mediumUnknownwhisper-smallixxan195openai/whisper-small4.93
kiswahili_sahihi_asr_adapted_2lowUnknownUnknownkeystats196keystats/kiswahili_sahihi_asr4.89
JaiTTS-F5TTShighUnknownUnknownJTS-AI197SWivid/F5-TTS4.78
whisper-base-es-mix-normmediumUnknownwhisper-basedeepdml198openai/whisper-base4.77
wav2vec2-xls-r-300m-bengalimediumUnknownUnknownarijitx1994.72
nemotron-ocr-v1mediumBag-of-character Error RateUnknownnvidia200nvidia/nemotron-ocr-v14.53
w2vbert-luganda-waxal-punct-v2lowUnknownUnknownsulaimank201sulaimank/w2vbert-luganda-waxal-stage24.5
whisper-large-v3-nepalimediumUnknownwhisper-large-v3kiranpantha202openai/whisper-large-v34.49
xlsr-luganda-waxalmediumUnknownUnknownsulaimank203sulaimank/wav2vec2-xlsr-swahili-400hr4.46
w2vbert-lingala-waxal-punct-v2lowUnknownUnknownsulaimank204sulaimank/w2vbert-lingala-waxal4.37
mms-300m-waxal-snamedium**Test CER**Unknownwaxal-benchmarking205facebook/mms-300m4.3
mms-300m-waxal-snamedium**CER**Unknownwaxal-benchmarking206facebook/mms-300m4.3
Nemotron-3.5-ASR-Streaming-0.6B-CoreML-INT8lowUnknownnemotron-3-5-asr-streaming-0-6baufklarer207nvidia/nemotron-3.5-asr-streaming-0.6b4.26
Nemotron-3.5-ASR-Streaming-0.6B-CoreML-INT8lowUnknownnemotron-3-5-asr-streaming-0-6bplaystonex208nvidia/nemotron-3.5-asr-streaming-0.6b4.26
moonshine-tiny-de-fidoriel-GGUFmediumUnknownUnknowncstr209fidoriel/moonshine-tiny-de4.2
nb-wav2vec2-300m-nynorskmediumUnknownUnknownNbAiLab2104.19
hviske-v5.3lowUnknownUnknownsyvai211syvai/hviske-v5.14.17
f5-tts-quebec-french-finetunemediumCER ↓Unknowntontate212RASPIAUDIO/F5-French-MixedSpeakers-reduced4.1
nb-wav2vec2-1b-nynorskmediumUnknownUnknownNbAiLab2134.02
whisper-tiny-yoruba-v2mediumUnknownwhisper-tinyEYEDOL214openai/whisper-tiny3.99
kiswahili_sahihi_asr_adapted_2medium**Final CER**Unknownkeystats215keystats/kiswahili_sahihi_asr3.98
Nemotron-3.5-ASR-Streaming-0.6B-MLX-5bithighUnknownnemotron-3-5-asr-streaming-0-6baufklarer216nvidia/nemotron-3.5-asr-streaming-0.6b3.94
sauti-asrmediumCERUnknownmsingiai217microsoft/paza-whisper-large-v3-turbo3.88
Nemotron-3.5-ASR-Streaming-0.6B-MLX-8bithighUnknownnemotron-3-5-asr-streaming-0-6baufklarer218nvidia/nemotron-3.5-asr-streaming-0.6b3.77
xlsr-luganda-waxal-pseudomediumUnknownUnknownsulaimank2193.7
w2v-xls-r-ukmediumUnknownUnknownYehor220facebook/wav2vec2-xls-r-300m3.64
sushrota-sanskrit-asrlowUnknownUnknownprathoshap2213.6
ATC-whisper-turbo-v1lowUnknownwhisper-large-v3-turboSingularityUS222openai/whisper-large-v3-turbo3.58
mms-300m-waxal-lugmedium**Test CER**Unknownwaxal-benchmarking223facebook/mms-300m3.4
mms-300m-waxal-lugmedium**CER**Unknownwaxal-benchmarking224facebook/mms-300m3.4
wav2vec2-large-xlsr-53-greekhighUnknownUnknownjonatasgrosman2253.36
wav2vec2-xls-r-parlaspeech-hrlowUnknownUnknownclassla2263.35
w2v-bert-uk-v2.1mediumUnknownw2v-bert-2-0Yehor227facebook/w2v-bert-2.03.33
wav2vec2-xls-r-300m-cs-250mediumUnknownUnknowncomodoro228facebook/wav2vec2-xls-r-300m3.29
whisper-large-v3-turbo-verbatim-1mediumUnknownwhisper-large-v3-turboJacobLinCool229openai/whisper-large-v3-turbo3.25
wav2vec2-large-slavic-parlaspeech-hrlowUnknownUnknownclassla2303.11
firered-asr2-aed-GGUFmediumUnknownUnknowncstr231FireRedTeam/FireRedASR2-AED3.05
FireRedASR2-AEDhighUnknownUnknownFireRedTeam232FireRedTeam/FireRedASR2-AED3.05
wav2vec2-large-xls-r-300m-UrduhighUnknownUnknownkingabzpro233facebook/wav2vec2-xls-r-300m3.03
whisper-small_ro-80melmediumCERwhisper-smallIonGrozea234openai/whisper-small3.03
Freya-TTSmediumUnknownUnknownfreyavoice2353
hindi-tts-190MlowUnknownUnknown5ivatej2363
romanian-wav2vec2mediumUnknownUnknowngigant237facebook/wav2vec2-xls-r-300m2.94
wav2vec2-large-xlsr-53-spanish-with-lmhighUnknownUnknownpatrickvonplaten2382.93
FireRedASR2-LLMmedium**Avg CER (Mandarin, 4 sets)**UnknownFireRedTeam2392.89
whisper-large-v3-turbo-armenianlowUnknownwhisper-large-v3-turboChillarmo240openai/whisper-large-v3-turbo2.86
whisper-large-v3-turbo-armenianmedium**Character Error Rate (CER)**whisper-large-v3-turboChillarmo241openai/whisper-large-v3-turbo2.86
w2vbert-luganda-waxalmediumUnknownUnknownsulaimank242sulaimank/w2v-bert-2.0-lg-CV-Fleurs-3002.85
Whisper-Large-v3-Turbo-CoreMLlowUnknownwhisper-large-v3-turboaufklarer243openai/whisper-large-v3-turbo2.72
whisper-large-finnish-v3mediumUnknownUnknownFinnish-NLP2442.7
nb-wav2vec2-300m-bokmaalmediumUnknownUnknownNbAiLab2452.69
parakeet-tdt-0.6b-portugueselowUnknownparakeet-tdt-0-6b-v3yuriyvnv246nvidia/parakeet-tdt-0.6b-v32.69
wav2vec2-xls-r-300m-cv8-turkishlowUnknownUnknownmpoyraz2472.67
whisper-medium-hindi-hinglish-asr-fine-tunedmediumCharacter Error Rate (CER)whisper-mediumshujaAK248openai/whisper-medium2.62
whisper-medium-hindi-hinglish-asr-fine-tunedmediumCERwhisper-mediumshujaAK249openai/whisper-medium2.62
omnivoice-hakka-community-1lowUnknownomnivoiceformospeech250k2-fsa/OmniVoice2.61
omnivoice-hakka-community-1mediumHakka CER (Avg of sample CERs)omnivoiceformospeech251k2-fsa/OmniVoice2.61
wav2vec2-large-slavic-parlaspeech-hr-lmlowUnknownUnknownclassla2522.53
nb-wav2vec2-1b-bokmaalmediumUnknownUnknownNbAiLab2532.48
nemo-nano-codec-22khz-1.89kbps-21.5fpslowUnknownUnknownnvidia254nvidia/nemo-nano-codec-22khz-1.89kbps-21.5fps2.43
nemo-nano-codec-22khz-1.78kbps-12.5fpslowUnknownUnknownnvidia255nvidia/nemo-nano-codec-22khz-1.78kbps-12.5fps2.42
w2vbert-shona-waxalmediumUnknownUnknownsulaimank256sulaimank/W2V2_Bert_Afrivoice_FLEURS_Shona_100hr_v12.41
moonshine-base-de-fidoriel-GGUFmediumUnknownUnknowncstr257fidoriel/moonshine-base-de2.4
moonshine-base-demediumUnknownmoonshine-basefidoriel258UsefulSensors/moonshine-base2.4
Shrutimala_Bangla_ASRmediumUnknownw2v-bert-2-0sazzadul259facebook/w2v-bert-2.02.39
Shenava-Koochik-0.9lowUnknownUnknownReza2kn260nvidia/stt_en_fastconformer_hybrid_large_streaming_multi2.35
whisper-medium_ro-80melmediumCERwhisper-mediumIonGrozea261openai/whisper-medium2.31
Shenava-Koochik-v1.0lowUnknownUnknownReza2kn262nvidia/stt_fa_fastconformer_hybrid_large2.3
omnivoice-hakka-community-1mediumHakka CER (Weighted)omnivoiceformospeech263k2-fsa/OmniVoice2.29
wav2vec2-large-xlsr-53-german-cv9mediumUnknownUnknownoliverguhr2642.27
wav2vec2-xls-r-300m-cv7-turkishlowUnknownUnknownmpoyraz2652.26
best_for_nowmediumCharacter Error Rate (CER)whisper-smallMosesJoshuaCoker266openai/whisper-small2.18
low-frame-rate-speech-codec-22khzlowUnknownUnknownnvidia267nvidia/low-frame-rate-speech-codec-22khz2.09
wav2vec2-xlsr-300m-finnish-lmhighUnknownUnknownFinnish-NLP2681.97
Qwen3-ASR-0.6B-KhmerlowUnknownqwen3-asr-0-6bseanghay269Qwen/Qwen3-ASR-0.6B1.96
qwen3-asr-0.6b-coremllowUnknownqwen3-asr-0-6bFluidInference270Qwen/Qwen3-ASR-0.6B1.9
w2vbert-shona-waxal-punct-v2lowUnknownUnknownsulaimank271sulaimank/w2vbert-shona-waxal1.85
wav2vec2-large-xlsr-koreanmediumUnknownUnknownkresnik2721.78
fastconformer-quranlowUnknownUnknownMuno459273nvidia/stt_ar_fastconformer_hybrid_large_pcd_v1.01.68
Nos_ASR-wav2vec2-xls-r-300m-gllowUnknownUnknownproxectonos274facebook/wav2vec2-xls-r-300m1.66
paligemma2-3b-ft-docci-448lowUnknownUnknowngoogle275google/paligemma2-3b-ft-docci-4481.6
paligemma2-3b-pt-448lowUnknownUnknowngoogle276google/paligemma2-3b-pt-4481.6
paligemma2-3b-mix-224lowUnknownUnknowngoogle277google/paligemma2-3b-mix-2241.6
paligemma2-3b-mix-448lowUnknownUnknowngoogle278google/paligemma2-3b-mix-4481.6
paligemma2-3b-pt-224lowUnknownUnknowngoogle279google/paligemma2-3b-pt-2241.6
paligemma2-10b-mix-448lowUnknownUnknowngoogle280google/paligemma2-10b-mix-4481.6
paligemma2-10b-pt-224lowUnknownUnknowngoogle281google/paligemma2-10b-pt-2241.6
paligemma2-3b-pt-896lowUnknownUnknowngoogle282google/paligemma2-3b-pt-8961.6
paligemma2-10b-mix-224lowUnknownUnknowngoogle283google/paligemma2-10b-mix-2241.6
paligemma2-10b-ft-docci-448lowUnknownUnknowngoogle284google/paligemma2-10b-ft-docci-4481.6
paligemma2-28b-pt-896lowUnknownUnknowngoogle285google/paligemma2-28b-pt-8961.6
paligemma2-10b-pt-448lowUnknownUnknowngoogle286google/paligemma2-10b-pt-4481.6
paligemma2-10b-pt-896lowUnknownUnknowngoogle287google/paligemma2-10b-pt-8961.6
whisper-large-v3-lv-late-cv19lowUnknownwhisper-large-v3AiLab-IMCS-UL288openai/whisper-large-v31.6
paligemma2-28b-pt-448lowUnknownUnknowngoogle289google/paligemma2-28b-pt-4481.6
paligemma2-28b-mix-448lowUnknownUnknowngoogle290google/paligemma2-28b-mix-4481.6
paligemma2-28b-pt-224lowUnknownUnknowngoogle291google/paligemma2-28b-pt-2241.6
paligemma2-3b-pt-448-keraslowUnknownUnknowngoogle292google/paligemma2-3b-pt-448-keras1.6
paligemma2-3b-pt-224-keraslowUnknownUnknowngoogle293google/paligemma2-3b-pt-224-keras1.6
paligemma2-3b-pt-896-keraslowUnknownUnknowngoogle294google/paligemma2-3b-pt-896-keras1.6
paligemma2-10b-pt-448-keraslowUnknownUnknowngoogle295google/paligemma2-10b-pt-448-keras1.6
paligemma2-10b-pt-896-keraslowUnknownUnknowngoogle296google/paligemma2-10b-pt-896-keras1.6
paligemma2-10b-pt-224-keraslowUnknownUnknowngoogle297google/paligemma2-10b-pt-224-keras1.6
whisper-large-v3-turbo-ltlowUnknownwhisper-large-v3-turbosvogunas298openai/whisper-large-v3-turbo1.56
w2vbert-luganda-waxal-punctlowUnknownUnknownsulaimank299sulaimank/w2vbert-luganda-waxal-stage21.52
CosyVoice2-0.5BhighOpen-SourceUnknownFunAudioLLM300FunAudioLLM/CosyVoice2-0.5B1.45
MOSS-TTS-GGUFlowUnknownUnknownOpenMOSS-Team3011.32
MOSS-TTS-GGUFlowUnknownUnknownniobures3021.32
Fasih-TTS-V1lowUnknownUnknownNightPrince303coqui/XTTS-v21.3
w2v-bert-ukmediumUnknownw2v-bert-2-0Yehor304facebook/w2v-bert-2.01.3
CosyVoice-300M-SFTlowOpen-SourceUnknownFunAudioLLM3051.26
CosyVoice-300MlowOpen-SourceUnknownFunAudioLLM306FunAudioLLM/CosyVoice-300M1.26
CosyVoice-300M-InstructlowOpen-SourceUnknownFunAudioLLM307FunAudioLLM/CosyVoice-300M1.26
Fun-CosyVoice3-0.5B-2512highOpen-SourceUnknownFunAudioLLM308FunAudioLLM/Fun-CosyVoice3-0.5B-25121.21
wav2vec2-xlsr-1b-finnish-lm-v2highUnknownUnknownFinnish-NLP3091.2
GLM-TTSlowOpen-sourceUnknownzai-org310zai-org/GLM-TTS1.12
whisper-tiny-ar-quran-mix-normmediumUnknownwhisper-tinydeepdml311openai/whisper-tiny1.09
MOSS-TTSlowOpen‑sourceUnknownOpenMOSS-Team3121.02
MOSS-TTS-Local-TransformerlowOpen‑sourceUnknownOpenMOSS-Team313OpenMOSS-Team/MOSS-TTS-Local-Transformer1.02
MOSS-TTS-GGUFlowOpen‑sourceUnknownOpenMOSS-Team3141.02
MOSS-TTS-GGUFlowOpen‑sourceUnknownniobures3151.02
whisper-small-ar-quran-mix-normmediumUnknownwhisper-smalldeepdml316openai/whisper-small0.6
asr-whisper-large-v2-saltlowUnknownwhisper-large-v2Sunbird317openai/whisper-large-v20.5
Provenance & metadata (1)

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leaderboard-scrape
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benchmarks/cer.html