Local AI Registry

Leaderboard

WER

wer
JSON APIBack to leaderboard search

Record

Category
speech-asr
Scored models
702

Scores

ModelScore
—100
facebook/mms-300m100
facebook/mms-300m100
facebook/mms-300m100
sulaimank/w2vbert-luganda-waxal-stage2100
facebook/mms-300m100
—100
facebook/mms-300m100
facebook/mms-300m100
openai/whisper-small99.73
microsoft/Phi-4-multimodal-instruct99.63
microsoft/Phi-4-multimodal-instruct99.63
openai/whisper-small98
openai/whisper-small95.92
openai/whisper-small95.26
—95.24
openai/whisper-small94.94
openai/whisper-small93.83
UsefulSensors/moonshine-tiny-vi91.89
UsefulSensors/moonshine-tiny-vi91.89
openai/whisper-tiny90.98
openai/whisper-tiny87.12
openai/whisper-tiny87.12
openai/whisper-medium86.99

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
name
WER
schema version
local-ai-registry/v1

rows

variantconfcontextmodel idorgrankrootscore
wav2vec2-ljspeech-gruutlowUnknownUnknownbookbot1—100
mms-300m-waxal-luglowUnknownUnknownwaxal-benchmarking2facebook/mms-300m100
mms-300m-waxal-snalowUnknownUnknownwaxal-benchmarking3facebook/mms-300m100
mms-300m-waxal-linlowUnknownUnknownwaxal-benchmarking4facebook/mms-300m100
w2vbert-luganda-waxal-punctlowUnknownUnknownsulaimank5sulaimank/w2vbert-luganda-waxal-stage2100
mms-300m-waxal-achlowUnknownUnknownwaxal-benchmarking6facebook/mms-300m100
phoneme-scorer-v2-wav2vec2lowUnknownUnknownct-vikramanantha7—100
mms-300m-waxal-nynlowUnknownUnknownwaxal-benchmarking8facebook/mms-300m100
mms-300m-waxal-maslowUnknownUnknownwaxal-benchmarking9facebook/mms-300m100
whisper-small-lingala-qloramediumUnknownwhisper-smallElod1e10openai/whisper-small99.73
Phi-4-multimodal-instructlowfleurs-ko2en-cot | fleurs-en2ko-cotphi-4-multimodal-instructmicrosoft11microsoft/Phi-4-multimodal-instruct99.63
Phi-4-multimodal-instructlowfleurs-ko2en-cot | fleurs-en2ko-cotphi-4-multimodal-instructLexius12microsoft/Phi-4-multimodal-instruct99.63
whisper-small-finetuned-iwslt-irish-welsh-curriculum-synthetic-blowUnknownwhisper-smalljjnhuang13openai/whisper-small98
whisper-small-finetuned-iwslt-irish-welsh-50-50-syntheticmediumUnknownwhisper-smalljjnhuang14openai/whisper-small95.92
whisper-small-finetuned-iwslt-irish-transfer-welsh-syntheticmediumUnknownwhisper-smalljjnhuang15openai/whisper-small95.26
wav2vec2-large-xlsr-53-thlowUnknownUnknownairesearch16—95.24
whisper-small-finetuned-iwslt-irish-syntheticmediumUnknownwhisper-smalljjnhuang17openai/whisper-small94.94
whisper-small-finetuned-iwslt-irish-welsh-curriculum-syntheticmediumUnknownwhisper-smalljjnhuang18openai/whisper-small93.83
moonshine-tiny-vilowUnknownmoonshine-tiny-viUsefulSensors19UsefulSensors/moonshine-tiny-vi91.89
moonshine-tiny-vi-ONNXlowUnknownmoonshine-tiny-vionnx-community20UsefulSensors/moonshine-tiny-vi91.89
whisper-tiny-jamediumUnknownwhisper-tinyzubokol21openai/whisper-tiny90.98
cali-whisper-tiny.en-drop-004-productionlowUnknownwhisper-tiny1Developer22openai/whisper-tiny87.12
cali-whisper-tiny.en-drop-003-productionlowUnknownwhisper-tiny1Developer23openai/whisper-tiny87.12
whisper-medium-hindi-hinglish-asr-fine-tunedmediumRelative WER Improvementwhisper-mediumshujaAK24openai/whisper-medium86.99
whisper-medium-hindi-hinglish-asr-fine-tunedmediumWER Improvementwhisper-mediumshujaAK25openai/whisper-medium86.99
ATOMlowUnknownUnknownChillarmo26—86.6
wav2vec2-large-xlsr-tamil-commonvoicemediumUnknownUnknownnikhil604127—85.12
whisper-small-yemenilowUnknownwhisper-smalltahaalselwii28openai/whisper-small84.32
wav2vec2-xlsr-multilingual-56highUnknownUnknownvoidful29—82.5
wav2vec2-large-xlsr-53-chinese-zh-cnhighUnknownUnknownjonatasgrosman30jonatasgrosman/wav2vec2-large-xlsr-53-chinese-zh-cn82.37
parakeet-tdt-0.6b-v3lowUnknownparakeet-tdt-0-6b-v3sonic-speech31nvidia/parakeet-tdt-0.6b-v382
parakeet-tdt-0.6b-v3-int8mediumWER (LibriSpeech)Unknownsonic-speech32sonic-speech/parakeet-tdt-0.6b-v382
wav2vec2-large-xlsr-53-japanesehighUnknownUnknownjonatasgrosman33jonatasgrosman/wav2vec2-large-xlsr-53-japanese81.8
nemotron-3.5-nb-NOmediumWER (offline, full-context, normalized) on `LokaalHub/nb-NO-asr-cv` testnemotron-3-5-asr-streaming-0-6bLokaalHub34nvidia/nemotron-3.5-asr-streaming-0.6b76.09
qwen3-asr-0.6b-arabic-dialectalhighZero-shot WERqwen3-asr-0-6b-hfoddadmix35Qwen/Qwen3-ASR-0.6B-hf75.6
wav2vec2-base-germanmediumUnknownUnknownaware-ai36facebook/wav2vec2-base74.28
wav2vec2-large-japanesehighUnknownUnknownNTQAI37—73.1
whisper-algerian-darja-smalllowUnknownwhisper-smalltouati-kamel38openai/whisper-small71.73
wav2vec2-large-chinese-zh-cnhighUnknownUnknownwbbbbb39—70.47
wav2vec2-large-xls-r-300m-armenianmediumUnknownUnknowninfinitejoy40—69.42
whisper-large-v3-turbo-singlishlowUnknownwhisper-large-v3-turbomjwong41openai/whisper-large-v3-turbo68.79
wav2vec2-large-mms-1b-yoruba-testmediumUnknownmms-1b-allogbi42facebook/mms-1b-all68.02
whisper-tiny-yoruba1mediumUnknownUnknownEYEDOL43EYEDOL/whisper-tiny-yoruba67.55
whisper-small-burmese-v2mediumUnknownUnknownmyatsu44myatsu/whisper-small-burmese67.36
whisper-tiny-grpo-5e2f49e-cv22-tiny-sftadaptivemediumUnknownwhisper-tinywrice45openai/whisper-tiny67.1
moulsot.v0.3mediumUnknownqwen3-asr-1-7batlasia46Qwen/Qwen3-ASR-1.7B66.78
moonshine-base-bnlowUnknownmoonshine-baseSanjidh09047UsefulSensors/moonshine-base66.71
whisper-tiny-yoruba2mediumUnknownUnknownEYEDOL48EYEDOL/whisper-tiny-yoruba166.05
moonshine-tiny-ar-ONNXlowUnknownmoonshine-tiny-aronnx-community49UsefulSensors/moonshine-tiny-ar66.01
moonshine-tiny-arlowUnknownmoonshine-tiny-arUsefulSensors50UsefulSensors/moonshine-tiny-ar66.01
whisper-large-v3_finetuned_ugandan_luganda_nonstandard_speech_v1.0lowUnknownUnknowncdli51—66
cdli-qwen3-asr-lg-atypical-stage3-1p7b-basemediumUnknownUnknownKasuleTrevor52KasuleTrevor/cdli-qwen3-asr-lg-typical-1p7b-base-finetune65.91
whisper-tiny-grpo-4bddbd7-cv22-tiny-klbeta02mediumUnknownwhisper-tinywrice53openai/whisper-tiny65.6
MSP-VisualmediumUnknownUnknownMahmoodAnaam54—64.93
wav2vec2-large-xls-r-300m-assamesemediumUnknownUnknownjayashreedevi202055facebook/wav2vec2-xls-r-300m64.7
whisper-small-khmermediumUnknownUnknownseanghay56—64.64
moonshine-tiny-uk-ONNXlowUnknownmoonshine-tiny-ukonnx-community57UsefulSensors/moonshine-tiny-uk63.83
moonshine-tiny-uklowUnknownmoonshine-tiny-ukUsefulSensors58UsefulSensors/moonshine-tiny-uk63.83
whisper-small-khmer-v2mediumUnknownUnknownseanghay59—61.65
whisper-algerian-darja-mediumlowUnknownwhisper-mediumtouati-kamel60openai/whisper-medium61.42
moonshine-algerian-darja-baselowUnknownmoonshine-basetouati-kamel61UsefulSensors/moonshine-base61.42
swahilimediumUnknownUnknownetonkou62facebook/wav2vec2-base60.55
wav2vec2-large-xls-r-300m-marathi-cv8mediumUnknownUnknowninfinitejoy63—60.49
whisper-large-v3-turbo-arabic-dialectallowZero-shot WERwhisper-large-v3-turbooddadmix64openai/whisper-large-v3-turbo59
cohere-transcribe-arabic-07-2026-dialectallowZero-shot WERcohere-transcribe-arabic-07-2026oddadmix65CohereLabs/cohere-transcribe-arabic-07-202659
english-filipino-wav2vec2-l-xls-r-test-09mediumUnknownUnknownKhalsuu66—57.5
afrivoices-asr-baobablowUnknownUnknownOkpeyemi67—56.6
monsoon-whisper-medium-gigaspeech2highUnknownUnknowntyphoon-ai68—55.64
qwen3-asr-0.6b-arabic-dialectal-v2lowUnknownqwen3-asr-0-6b-hfoddadmix69Qwen/Qwen3-ASR-0.6B-hf55.14
whisper-large-v3-myanmarmediumUnknownwhisper-large-v3chuuhtetnaing70openai/whisper-large-v354.9
whisper_small_ps_augmentedmediumUnknownUnknownihanif71ihanif/whisper_small_ps_augmented53.62
asr-cherokeemediumUnknownUnknowncharliemcvicker72facebook/wav2vec2-large-xlsr-5353.01
whisper-small-p0kmmediumUnknownwhisper-smallrick-c83173openai/whisper-small52.73
azerbaijani-whisper-turbolowUnknownwhisper-large-v3-turboLocalDoc74openai/whisper-large-v3-turbo52.17
azerbaijani-whisper-smallhighUnknownwhisper-smallLocalDoc75openai/whisper-small52.17
wav2vec2-xls-r-300m-pashtomediumUnknownUnknownihanif76facebook/wav2vec2-xls-r-300m51.59
whisper-tiny-hausa1mediumUnknownUnknownEYEDOL77EYEDOL/whisper-tiny-hausa50.24
cdli-whisper-ml-lug-swa-sunbird-full-a40mediumUnknownasr-whisper-large-v3-saltKasuleTrevor78Sunbird/asr-whisper-large-v3-salt50.22
whisper-small-shonamediumUnknownwhisper-smallsteja79openai/whisper-small49.91
whisper-large-v3-turbo-ltlowUnknownwhisper-large-v3-turbosvogunas80openai/whisper-large-v3-turbo49.66
wav2vec2-xls-r-300m-sk-cv8mediumUnknownUnknowncomodoro81—49.57
mms-300m-waxal-masmedium**Test WER**Unknownwaxal-benchmarking82facebook/mms-300m49.5
mms-300m-waxal-masmedium**WER**Unknownwaxal-benchmarking83facebook/mms-300m49.5
wav2vec2-large-xlsr-53-punjabimediumUnknownUnknownkingabzpro84Harveenchadha/vakyansh-wav2vec2-punjabi-pam-1049.39
whisper-small-myanmarmediumUnknownwhisper-smallchuuhtetnaing85openai/whisper-small49.06
whisper-tiny-waxal-linmedium**Test WER**whisper-tinywaxal-benchmarking86openai/whisper-tiny49
whisper-tiny-waxal-linmedium**WER**whisper-tinywaxal-benchmarking87openai/whisper-tiny49
whisper-small-darijamediumUnknownwhisper-smallychafiqui88openai/whisper-small48.27
whisper-tiny-hausa2mediumUnknownUnknownEYEDOL89EYEDOL/whisper-tiny-hausa148.09
whisper-tiny-mla-24langhighUnknownwhisper-tinyburakaydinofficial90openai/whisper-tiny47.6
Sunflower-Gemma4-E2BlowUnknowngemma-4-e2bSunbird91google/gemma-4-E2B-it47.2
whisper-small-hulowUnknownwhisper-smallSubZtep92openai/whisper-small46.79
wav2vec2-large-xls-r-300m-bulgarianmediumUnknownUnknowninfinitejoy93—46.74
whisper-small-sinhala_v3mediumUnknownwhisper-smallLingalingeswaran94openai/whisper-small46.46
whisper-tiny-waxal-linlowUnknownwhisper-tinywaxal-benchmarking95openai/whisper-tiny46.13
whisper-base-bnmediumUnknownwhisper-baseshhossain96openai/whisper-base46
cohere-transcribe-arabic-07-2026-int8lowUnknowncohere-transcribe-arabic-07-2026NAMAA-Space97CohereLabs/cohere-transcribe-arabic-07-202646
cdli-whisper-ml-lug-swa-sunbird-full-a40-lr1e4mediumUnknownasr-whisper-large-v3-saltKasuleTrevor98Sunbird/asr-whisper-large-v3-salt45.48
whisper-tiny-oilgas-russianmediumUnknownwhisper-tinyN07P99openai/whisper-tiny45.08
whisper-small-waxal-fullowUnknownwhisper-smallwaxal-benchmarking100openai/whisper-small44.82
whisper-small.en-atco2-asrmediumUnknownUnknownjlvdoorn101openai/whisper-small.en44.66
whisper-tiny.enmediumUnknownUnknowneai6102openai/whisper-tiny.en44.35
whisper-wolofmediumUnknownwhisper-smallcibfaye103openai/whisper-small43.94
STT-Whisper-PashtomediumUnknownwhisper-smallSabtain-Dev104openai/whisper-small43.83
cdli-whisper-ml-lug-swa-sunbird-full-a40-lr5e5-5kmediumUnknownasr-whisper-large-v3-saltKasuleTrevor105Sunbird/asr-whisper-large-v3-salt43.44
wav2vec2-large-mms-1b-somaliamediumUnknownmms-1b-allskydheere106facebook/mms-1b-all43.3
whisper-small-arabic-dialectalhighZero-shot WERwhisper-smalloddadmix107openai/whisper-small42.8
whisper-small-waxal-linmedium**Test WER**whisper-smallwaxal-benchmarking108openai/whisper-small42.7
whisper-small-waxal-linmedium**WER**whisper-smallwaxal-benchmarking109openai/whisper-small42.7
mms-300m-waxal-linmedium**Test WER**Unknownwaxal-benchmarking110facebook/mms-300m42.6
mms-300m-waxal-linmedium**WER**Unknownwaxal-benchmarking111facebook/mms-300m42.6
whisper-small-waxal-fulmedium**Test WER**whisper-smallwaxal-benchmarking112openai/whisper-small42.6
whisper-small-waxal-fulmedium**WER**whisper-smallwaxal-benchmarking113openai/whisper-small42.6
Ethio-ASR-tigrinyalowUnknownw2v-bert-2-0badrex114facebook/w2v-bert-2.042.42
mms-300m-waxal-achmedium**Test WER**Unknownwaxal-benchmarking115facebook/mms-300m42.3
mms-300m-waxal-achmedium**WER**Unknownwaxal-benchmarking116facebook/mms-300m42.3
whisper-small-zh_twmediumUnknownUnknownJingmiao117—41.97
griot-nano-1lowUnknownUnknownQlerqly118—41.67
griot-nano-1-onnxlowUnknownUnknownQlerqly119—41.67
wav2vec2-large-xlsr-53-finnishhighUnknownUnknownjonatasgrosman120—41.6
BlueMagpie-TTSlowUnknownUnknownOpenFormosa121OpenFormosa/BlueMagpie-TTS41.48
whisper-small-hemediumUnknownwhisper-smalltomtom5122openai/whisper-small41.34
whisper-large-v3-turbo-swiss-germanlowUnknownwhisper-large-v3-turboFlurin17123openai/whisper-large-v3-turbo41.05
whisper-small-arabic-dialectal-v2lowUnknownwhisper-smalloddadmix124openai/whisper-small40.34
VoiceTut-TTSmediumWER — Egyptian Arabicomnivoicemohammedaly22125k2-fsa/OmniVoice40
whisper-small-waxal-linlowUnknownwhisper-smallwaxal-benchmarking126openai/whisper-small39.94
wav2vec2-base-it-latinmediumUnknownUnknownlsb127facebook/wav2vec2-base39.8
cdli-whisper-ml-ugeng-lug-swa-sunbird-full-a40-lr1e4-5kmediumUnknownasr-whisper-large-v3-saltKasuleTrevor128Sunbird/asr-whisper-large-v3-salt39.61
wav2vec2-large-xlsr-53-arabichighUnknownUnknownjonatasgrosman129jonatasgrosman/wav2vec2-large-xlsr-53-arabic39.59
whisper-medium-mlmediumUnknownwhisper-mediumthennal130openai/whisper-medium38.62
mms-300m-waxal-nynmedium**Test WER**Unknownwaxal-benchmarking131facebook/mms-300m38.6
mms-300m-waxal-nynmedium**WER**Unknownwaxal-benchmarking132facebook/mms-300m38.6
xls-r-uzbek-cv8mediumUnknownUnknownlucio133facebook/wav2vec2-xls-r-300m38.52
cdli-whisper-ml-ugeng-lug-swa-sunbird-full-a40-lr5e5mediumUnknownasr-whisper-large-v3-saltKasuleTrevor134Sunbird/asr-whisper-large-v3-salt37.97
wav2vec2-child-en-tokenizer-4mediumUnknownUnknownjaeyeon135—37.69
whisper-small-malayalammediumUnknownwhisper-smallsajilck136openai/whisper-small37.64
my_zh_CN_asr_cv13_modelmediumUnknownUnknowntristayqc137jonatasgrosman/wav2vec2-large-xlsr-53-chinese-zh-cn37.5
wav2vec2-base-timit-msmediumUnknownUnknownsaribalgar138facebook/wav2vec2-base37.22
whisper-base-mla-24langhighUnknownwhisper-baseburakaydinofficial139openai/whisper-base37
whisper-small-waxal-snalowUnknownwhisper-smallwaxal-benchmarking140openai/whisper-small36.3
mms-1b-all-indic_voices-normalized-30_70-lg-hin-steps-10000-lr-0.0001-FTmediumUnknownmms-1b-alldianavdavidson141facebook/mms-1b-all36.09
w2vbert-waxal-multi7mediumUnknownUnknownsulaimank142sulaimank/w2v-bert-waxal35.88
Wolof-HuBERT-CTCmediumUnknownUnknownsoynade-research143soynade-research/Wolof-HuBERT-Base35.65
w2v-bert-2.0-afrivoices-ea-6l-asr-int8-edgemediumUnknownUnknownleophill144leophill/w2v-bert-2.0-afrivoices-ea-6l-asr34.81
wav2vec2-large-xlsr-lithuanianmediumUnknownUnknownm3hrdadfi145—34.66
whisper-small-uz-v1highUnknownwhisper-smallOvozifyLabs146openai/whisper-small34.5
whisper-small-combined-lin-sna-lug-olusolamediumUnknownwhisper-smallsamolusola-personal147openai/whisper-small34.43
whisper-large-v3-turbo-arabic-dialectalmediumUnknownwhisper-large-v3-turbooddadmix148openai/whisper-large-v3-turbo34.4
cohere-transcribe-arabic-07-2026-dialectalmediumUnknowncohere-transcribe-arabic-07-2026oddadmix149CohereLabs/cohere-transcribe-arabic-07-202634.4
whisper-small-arabic-dialectalmediumUnknownwhisper-smalloddadmix150openai/whisper-small34.4
qwen3-asr-0.6b-arabic-dialectalmediumUnknownqwen3-asr-0-6b-hfoddadmix151Qwen/Qwen3-ASR-0.6B-hf34.4
whisper-medium-combined-lin-sna-lug-olusolamediumUnknownwhisper-mediumsamolusola-personal152openai/whisper-medium34.36
whisper-tiny-waxal-lugmedium**Test WER**whisper-tinywaxal-benchmarking153openai/whisper-tiny33.8
whisper-tiny-waxal-lugmedium**WER**whisper-tinywaxal-benchmarking154openai/whisper-tiny33.8
wav2vec2-xls-r-300m-hymediumUnknownUnknownarampacha155—33.33
whisper-large-v3-turbo-arabic-dialectal-v2lowUnknownwhisper-large-v3-turbooddadmix156openai/whisper-large-v3-turbo33.24
whisper-base-armenianmedium**Word Error Rate (WER)**whisper-baseChillarmo157openai/whisper-base33.19
whisper-base-rumediumUnknownUnknownovsyannikovls158ovsyannikovls/whisper-base-ru33.1
swahili-wav2vec2-asrmediumWERUnknownRareElf159eddiegulay/wav2vec2-large-xlsr-mvc-swahili33
mms-1b-zdjmediumUnknownmms-1b-allrifailabs160facebook/mms-1b-all32.96
whisper-tiny-waxal-luglowUnknownwhisper-tinywaxal-benchmarking161openai/whisper-tiny32.87
whisper-small-pashtomediumUnknownUnknownAdnan666162ihanif/whisper_small_ps_augmented32.6
uz-whisper-small-stt-v2lowUnknownUnknownmaqsudxo1ja163maqsudxo1ja/uz-whisper-small-stt32.49
whisper-tiny-en-minds14mediumUnknownwhisper-tinynagorebravo164openai/whisper-tiny32.41
pashto-whisper-smallmediumUnknownwhisper-smallkarimnaimy165openai/whisper-small32.34
wav2vec2-large-xlsr-persianmediumUnknownUnknownm3hrdadfi166—32.2
whisper-small-himediumUnknownwhisper-smallsanchit-gandhi167openai/whisper-small32.01
whisper-large-v3-arabic-dialectal-v2lowUnknownwhisper-large-v3oddadmix168openai/whisper-large-v331.99
whisper-small-persian-v1mediumUnknownwhisper-smallaliyzd95169openai/whisper-small31.93
wav2vec2-large-xlsr-53-hungarianhighUnknownUnknownjonatasgrosman170—31.4
whisper-large-libyanmediumUnknownwhisper-large-v3Rhaodgh171openai/whisper-large-v331.36
whisper-large-v3-turbo-arabicmediumUnknownwhisper-large-v3-turbomboushaba172openai/whisper-large-v3-turbo31.15
Ethio-ASR-amhariclowUnknownw2v-bert-2-0badrex173facebook/w2v-bert-2.030.95
whisper-large-v3-bn-cv17mediumUnknownwhisper-large-v3bijaykumarsingh174openai/whisper-large-v330.84
wav2vec2-large-xlsr-japanesemediumUnknownUnknownvumichien175—30.84
ASR-SomalimediumUnknownUnknownMustafaa4a176—30.6
code-switched-egyptian-arabic-whisper-smalllowUnknownwhisper-smallIbrahimAmin177openai/whisper-small30.29
wav2vec2-large-xlsr-53-persianhighUnknownUnknownjonatasgrosman178—30.12
wav2vec2-large-xls-r-300m-bgmediumUnknownUnknownanuragshas179—30.02
uk_wav2vec2_with_stress_markmediumUnknownUnknownmouseyy180mouseyy/result_data_2-329.84
jem-whisper-yi-2026-07-24mediumUnknownUnknownKohn-AI181ivrit-ai/yi-whisper-large-v329.83
nemotron-3.5-swahili-streaming-asrlowUnknownnemotron-3-5-asr-streaming-0-6bTonykip182nvidia/nemotron-3.5-asr-streaming-0.6b29.8
wav2vec2-xls-r-300m-koreanlowUnknownUnknownw11wo183—29.54
filipino-wav2vec2-l-xls-r-300m-officialmediumUnknownUnknownKhalsuu184—29.22
whisper-small-simediumUnknownwhisper-smallseniruk185openai/whisper-small29.14
uz-whisper-small-stt-v2medium**WER (Word Error Rate)**Unknownmaqsudxo1ja186maqsudxo1ja/uz-whisper-small-stt28.64
wav2vec2-large-xls-r-300m-bg-d2mediumUnknownUnknownDrishtiSharma187—28.6
gha-whisper-small-twi-v3mediumUnknownUnknownteckedd188teckedd/whisper-small-waxal-round2-specaug-v128.07
xlsr-waxal-from-lugandamediumUnknownUnknownsulaimank189sulaimank/xls-r-300m-luganda-313hr28.06
whisper-small-yorubalowUnknownwhisper-smallLyngualLabs190openai/whisper-small27.92
pashto-voice-v2mediumUnknownwhisper-smallkarimnaimy191openai/whisper-small27.7
wav2vec2-large-xlsr-turkishmediumUnknownUnknownm3hrdadfi192—27.51
whisper-large-v2-malayalammediumUnknownUnknownDrishtiSharma193—27.46
egyptian-arabic-wav2vec2-xlsr-53lowUnknownUnknownIbrahimAmin194omarxadel/wav2vec2-large-xlsr-53-arabic-egyptian27.2
moonshine-tiny-ar-gguflowUnknownmoonshine-tiny-arhandy-computer195UsefulSensors/moonshine-tiny-ar27.11
wav2vec2-xls-r-latinlowUnknownUnknownnjand196facebook/wav2vec2-xls-r-300m27.09
wav2vec2-large-xls-r-300m-welshmediumUnknownUnknowninfinitejoy197—27.02
wav2vec2-large-mms-1b-all-lingala-ojplmediumUnknownmms-1b-allBrainTheos198facebook/mms-1b-all26.98
whisper-medium-urdumediumUnknownUnknownihanif199—26.98
whisper-small-waxal-snamedium**Test WER**whisper-smallwaxal-benchmarking200openai/whisper-small26.9
whisper-small-waxal-snamedium**WER**whisper-smallwaxal-benchmarking201openai/whisper-small26.9
whisper-meduim-mongolianmediumUnknownwhisper-mediumCafet202openai/whisper-medium26.87
whisper-large-v3-persianmediumUnknownwhisper-large-v3nezamisafa203openai/whisper-large-v326.54
whisper-large-persianmediumUnknownUnknownsteja204—26.37
wav2vec2-large-mms-1b-azerbaijani-common_voice15.0mediumUnknownmms-1b-allnijatzeynalov205facebook/mms-1b-all26.32
whisper-large-v3-turbo-koreanmediumUnknownwhisper-large-v3-turboghost613206openai/whisper-large-v3-turbo26.26
whisper-large-v3-turbo-urdumedium**WER**whisper-large-v3-turbokingabzpro207openai/whisper-large-v3-turbo26.23
whisper-large-v3-urdumedium**WER**whisper-large-v3kingabzpro208openai/whisper-large-v326.02
whisper-large-v3-eulowUnknownwhisper-large-v3xezpeleta209openai/whisper-large-v325.89
whisper-small-persianmediumUnknownwhisper-smallAmirMohseni210openai/whisper-small25.82
whisper-large-v3-turbo-urdumediumUnknownwhisper-large-v3-turbokingabzpro211openai/whisper-large-v3-turbo25.78
whisper-small-yoruba-07-17mediumUnknownwhisper-smallccibeekeoc42212openai/whisper-small25.68
MSP-AudiomediumUnknownUnknownMahmoodAnaam213facebook/wav2vec2-large-robust-ft-libri-960h25.66
flix-swissgerman-fullmediumWER (measured)UnknownFlix-AI214—25.6
w2v-bert-2.0-khmermediumUnknownw2v-bert-2-0Prakmlis215facebook/w2v-bert-2.025.59
whisper-base-bungoma.enmediumUnknownUnknowneai6216openai/whisper-base.en25.28
tamil-asr-qwen3lowUnknownqwen3-asr-1-7bosmapi217Qwen/Qwen3-ASR-1.7B25.27
nemotron-3.5-asr-streaming-slovenianlowUnknownnemotron-3-5-asr-streaming-0-6btexdata218nvidia/nemotron-3.5-asr-streaming-0.6b25.07
mms-300m-waxal-snamedium**Test WER**Unknownwaxal-benchmarking219facebook/mms-300m25
mms-300m-waxal-snamedium**WER**Unknownwaxal-benchmarking220facebook/mms-300m25
wav2vec2-xlsr-khmermediumUnknownUnknowngagan3012221—24.96
whisper-large-v3-turbo-darijamediumUnknownwhisper-large-v3-turboanaszil222openai/whisper-large-v3-turbo24.9
whisper-large-v3-turbo-darijamedium**Word Error Rate (WER)**whisper-large-v3-turboanaszil223openai/whisper-large-v3-turbo24.88
Audar-ASR-V1-FlashhighUnknownUnknownaudarai224—24.78
Audar-ASR-V1-TurbolowUnknownUnknownaudarai225—24.78
wav2vec2-large-xlsr-japanese-hiraganamediumUnknownUnknownvumichien226—24.74
moonshine_tiny_pt_v05mediumUnknownUnknownaomocelin227aomocelin/moonshine_tiny_pt_v0424.74
whisper-large-v3-vaani-hindihighUnknownwhisper-smallARTPARK-IISc228openai/whisper-small24.66
whisper-large-v3-turbo-russian-codeswitchmediumWERUnknowncoriollon229coriollon/whisper-large-v3-turbo-russian24.64
whisper-large-v2-vietnamese-lyrics-transcriptionhighUnknownwhisper-large-v2kelvinbksoh230openai/whisper-large-v224.61
wav2vec2-bloom-speech-tglmediumUnknownUnknownsil-ai231—24.57
moonshine-base-ar-gguflowUnknownUnknownhandy-computer232UsefulSensors/moonshine-base-ar24.45
Cohere-Speech-Tashkeel-2BmediumWER — fully diacritizedcohere-transcribe-arabic-07-2026NAMAA-Space233CohereLabs/cohere-transcribe-arabic-07-202624.35
whisper-small-mla-24langhighUnknownwhisper-smallburakaydinofficial234openai/whisper-small24.2
openai_whisper-large-v3-turbo-NVFP4lowUnknownwhisper-large-v3-turboReza2kn235openai/whisper-large-v3-turbo24.18
Medical-Whisper-Large-v3lowUnknownwhisper-large-v3Na0s236openai/whisper-large-v324
whisper-large-v3_finetuned_ugandan_english_nonstandard_speech_v1.0lowUnknownUnknowncdli237—24
whisper-large-v3-swahili-afrivoice-cvmediumUnknownwhisper-large-v3ElizabethMwangi238openai/whisper-large-v323.93
whisper-large-v3-afrikaanslowUnknownwhisper-large-v3andreoosthuizen239openai/whisper-large-v323.92
whisper-large-v3-turbo-nepalimediumUnknownwhisper-large-v3-turbokiranpantha240openai/whisper-large-v3-turbo23.63
MSP-FusionmediumUnknownUnknownMahmoodAnaam241—23.5
whosper-large-v2mediumWERwhisper-large-v2CAYTU242openai/whisper-large-v223.45
whisper_small-fa_v03mediumUnknownwhisper-smallmohammadh128243openai/whisper-small23.15
parakeet-tdt-0.6b-EN-MedicalmediumUnknownparakeet-tdt-0-6b-v3yuriyvnv244nvidia/parakeet-tdt-0.6b-v322.84
whisper-small-egyptian-arabicmediumUnknownUnknownMAdel121245—22.79
whisper-small-hy-2mediumUnknownwhisper-smallErikMkrtchyan246openai/whisper-small22.79
whisper-small-egyptian-arabicmediumWERUnknownMAdel121247—22.69
wav2vec2-base-760-turkishmediumUnknownUnknownceyda248facebook/wav2vec2-base22.6
asr-wav2vec2-commonvoice-14-ptlowUnknownUnknownspeechbrain249—22.41
whisper-medium-full-clinical-r16mediumUnknownwhisper-mediumrobello2250openai/whisper-medium22.4
whisper-base-google-fleurs-pt-brmediumUnknownwhisper-basethiagobarbosa251openai/whisper-base22.3
whisper-large-v3-atco2-asr-atcosimmediumUnknownwhisper-large-v3jlvdoorn252openai/whisper-large-v322.27
whisper-large-v3-turbo-hindi-loramediumUnknownwhisper-large-v3-turboTachyeon253openai/whisper-large-v3-turbo22.25
wav2vec2-large-xls-r-300m-UrduhighUnknownUnknownkingabzpro254facebook/wav2vec2-xls-r-300m22.22
whisper-small-waxal-luglowUnknownwhisper-smallwaxal-benchmarking255openai/whisper-small22.15
whisper-small-mnmediumWERwhisper-smallBlgn94256openai/whisper-small22.1
whisper-large-fa-v1lowUnknownwhisper-large-v3-turbovhdm257openai/whisper-large-v3-turbo22.07
moonshine-tiny-fr-ONNXlowUnknownUnknownonnx-community258Cornebidouil/moonshine-tiny-fr21.8
moonshine-tiny-fr-ONNXmedium**Word Error Rate (WER)**Unknownonnx-community259Cornebidouil/moonshine-tiny-fr21.8
wav2vec2-xls-r-300m-bengalimediumUnknownUnknownarijitx260—21.72
MSPmediumUnknownUnknownMahmoodAnaam261—21.6
whisper-small-waxal-lugmedium**Test WER**whisper-smallwaxal-benchmarking262openai/whisper-small21.6
whisper-small-waxal-lugmedium**WER**whisper-smallwaxal-benchmarking263openai/whisper-small21.6
whisper-large-v3-urdumediumUnknownwhisper-large-v3kingabzpro264openai/whisper-large-v321.47
xlsr-luganda-waxalmediumUnknownUnknownsulaimank265sulaimank/wav2vec2-xlsr-swahili-400hr21.44
wav2vec2-xls-r-300m-wolof-lmmediumUnknownUnknownabdouaziiz266—21.25
whisper-tiny_ro-80melmediumWERwhisper-tinyIonGrozea267openai/whisper-tiny21.2
w2v-bert-2.0-khmer-v4mediumUnknownw2v-bert-2-0Prakmlis268facebook/w2v-bert-2.021.16
whisper-malagasy-mediummediumUnknownwhisper-mediumFlo976269openai/whisper-medium20.78
whisper-small-yorubamedium**Test WER**whisper-smallLyngualLabs270openai/whisper-small20.76
whisper-tiny_ro-80melmediumWER (normalized: locase, punctuation stripped)whisper-tinyIonGrozea271openai/whisper-tiny20.73
wav2vec2-xls-r-300m-ftspeechlowUnknownUnknownsaattrupdan272facebook/wav2vec2-xls-r-300m20.48
whisper-large-v3-high-mixed-nlmedium**Test WER (MLS)**whisper-large-v3yuriyvnv273openai/whisper-large-v320.29
w2v-xls-r-ukmediumUnknownUnknownYehor274facebook/wav2vec2-xls-r-300m20.24
audioX-south-v1lowUnknownUnknownjiviai275—20.1
w2vbert-luganda-waxal-punct-v2lowUnknownUnknownsulaimank276sulaimank/w2vbert-luganda-waxal-stage220.07
whisper-large-v2-mn-13mediumUnknownUnknownbayartsogt277—20.02
Omnilingual-ASR-CTC-300M-CoreML-INT8-10slowUnknownUnknownaufklarer278facebook/omniASR-CTC-300M20
Omnilingual-ASR-CTC-300M-MLX-4bitlowUnknownUnknownaufklarer279facebook/omniASR-CTC-300M20
whisper-medium-zulumediumUnknownwhisper-mediumTheirStory280openai/whisper-medium19.93
wav2vec2-large-mms-1b-hungarianmediumUnknownmms-1b-allGaborMadarasz281facebook/mms-1b-all19.93
Whisper-Large-v3-turbo-STT-Zeroth-KO-v2mediumUnknownwhisper-large-v3-turboo0dimplz0o282openai/whisper-large-v3-turbo19.91
QwenCleo-ASRlowUnknownqwen3-asr-1-7bmohammedaly22283Qwen/Qwen3-ASR-1.7B19.85
openai_whisper-large-v3-NVFP4lowUnknownwhisper-large-v3Reza2kn284openai/whisper-large-v319.74
whisper-tiny-es-mix-normmediumUnknownwhisper-tinydeepdml285openai/whisper-tiny19.6
SraVaani-1.0lowUnknownUnknownARTPARK-IISc286—19.4
TestlowUnknownUnknownAbelWa287—19.4
parakeet-tdt-0.6b-EN-MedicallowZero-shot WER | Zero-shot CERparakeet-tdt-0-6b-v3yuriyvnv288nvidia/parakeet-tdt-0.6b-v319.22
cohere-transcribe-arabic-07-2026-dialectal-v2lowUnknowncohere-transcribe-arabic-07-2026oddadmix289CohereLabs/cohere-transcribe-arabic-07-202619.1
whisper-small_finetuned_ghanian_ga_standard_speech_v1.0lowUnknownUnknowncdli290—19
whisper-large-v3-turbo-turkishmediumUnknownwhisper-large-v3-turboselimc291openai/whisper-large-v3-turbo18.92
moonshine-tiny-uk-gguflowUnknownmoonshine-tiny-ukhandy-computer292UsefulSensors/moonshine-tiny-uk18.83
Kabyle_xlsrmediumUnknownUnknownAkashpb13293—18.79
whisper-large-v3-nepalimediumUnknownwhisper-large-v3kiranpantha294openai/whisper-large-v318.73
w2v-bert-waxalmediumUnknownUnknownsulaimank295sulaimank/w2v-bert-lingala-109h18.67
wav2vec2-large-xls-r-1b-SwedishmediumUnknownUnknownkingabzpro296facebook/wav2vec2-xls-r-1b18.44
whisper-small-bnmediumUnknownUnknownanuragshas297—18.22
parakeet-ctc-110m-coremlmediumWERUnknownFluidInference298nvidia/parakeet-tdt_ctc-110m17.97
whisper-small-uyghur-thugy20mediumUnknownwhisper-smallixxan299openai/whisper-small17.94
medasr-gguflowUnknownUnknownhandy-computer300google/medasr17.88
wav2vec2-xls-r-300m-hebrewmediumUnknownUnknownimvladikon301facebook/wav2vec2-xls-r-300m17.73
stt_uz_fastconformer_hybrid_large_pclowUnknownUnknownnvidia302nvidia/stt_uz_fastconformer_hybrid_large_pc17.52
xlsr-luganda-waxal-pseudomediumUnknownUnknownsulaimank303—17.49
w2v-bert-uk-v2.1mediumUnknownw2v-bert-2-0Yehor304facebook/w2v-bert-2.017.34
VibeVoice-ASR-HFlowUnknownvibevoice-asr-hfmicrosoft305microsoft/VibeVoice-ASR-HF17.2
parakeet-tdt-1.1b-ggufmedium% WERUnknownhandy-computer306nvidia/parakeet-tdt-1.1b17.18
parakeet-tdt-1.1bmedium% WERUnknownnvidia307nvidia/parakeet-tdt-1.1b17.18
whisper-large-v3-atco2-asrmediumUnknownwhisper-large-v3jlvdoorn308openai/whisper-large-v317.04
canary-180m-flash-ggufmedium% WERUnknownhandy-computer309nvidia/canary-180m-flash16.92
canary-180m-flashmedium% WERUnknownnvidia310nvidia/canary-180m-flash16.92
mms-300m-waxal-lugmedium**Test WER**Unknownwaxal-benchmarking311facebook/mms-300m16.9
mms-300m-waxal-lugmedium**WER**Unknownwaxal-benchmarking312facebook/mms-300m16.9
ne-asrlowUnknownUnknownMWirelabs313—16.89
wav2vec2-xls-r-300m-en-atc-uwb-atcc-and-atcosimmediumUnknownUnknownJzuluaga314—16.87
asr-wav2vec2-commonvoice-14-enlowUnknownUnknownspeechbrain315—16.86
canary-qwen-2.5bmedium% WERcanary-1b-flashnvidia316nvidia/canary-1b-flash16.71
canary-qwen-2.5b-ggufmedium% WERcanary-qwen-2-5bhandy-computer317nvidia/canary-qwen-2.5b16.71
uzbek_stt_v1lowUnknownwhisper-mediumKotib318openai/whisper-medium16.7
uzbek_stt_v1lowUnknownwhisper-mediumKoyiljon319openai/whisper-medium16.7
uzbek_stt_v1lowUnknownwhisper-mediumUzbekswe320openai/whisper-medium16.7
stt_ar_fastconformer_hybrid_large_pcd_v1.0lowUnknownUnknownnvidia321nvidia/stt_ar_fastconformer_hybrid_large_pcd_v1.016.67
whisper-tiny_to_Chinese_accent_SP_PHaPSmediumUnknownwhisper-tinyliuh6322openai/whisper-tiny16.58
whisper-large-v3-turbo-tjmediumUnknownwhisper-large-v3-turbore-skill323openai/whisper-large-v3-turbo16.43
kiswahili_sahihi_asr_adapted_2lowUnknownUnknownkeystats324keystats/kiswahili_sahihi_asr16.23
whisper-base-ar-quran-mix-normmediumUnknownwhisper-basedeepdml325openai/whisper-base16.2
wav2vec2-large-mms-1b-tatarmediumUnknownmms-1b-allAigizK326facebook/mms-1b-all16.18
whisper-small-srhighUnknownwhisper-smallistomin9192327openai/whisper-small16.14
surt-small-v3mediumUnknownwhisper-smallsurindersinghssj328openai/whisper-small15.84
w2vbert-lingala-waxal-punct-v2lowUnknownUnknownsulaimank329sulaimank/w2vbert-lingala-waxal15.72
whisper-base_ro-80melmediumWERwhisper-baseIonGrozea330openai/whisper-base15.58
whisper-th-medium-timestampmediumUnknownUnknownbiodatlab331biodatlab/whisper-th-medium-combined15.57
whisper-th-large-combinedmediumUnknownUnknownbiodatlab332—15.51
DiarizationLM-8b-Fisher-v2lowUnknownUnknowngoogle333—15.48
DiarizationLM-13b-Fisher-v1lowUnknownUnknowngoogle334—15.48
DiarizationLM-8b-Fisher-v1lowUnknownUnknowngoogle335—15.48
qwen3-asr-0.6b-hinglishlowUnknownqwen3-asr-0-6bmoorlee336Qwen/Qwen3-ASR-0.6B15.41
whisper-large-v3-turbo-armenianlowUnknownwhisper-large-v3-turboChillarmo337openai/whisper-large-v3-turbo15.31
whisper-large-v3-turbo-armenianmedium**Word Error Rate (WER)**whisper-large-v3-turboChillarmo338openai/whisper-large-v3-turbo15.31
parakeet-tdt-0.6b-v3-int8mediumWER (TED-LIUM)Unknownsonic-speech339sonic-speech/parakeet-tdt-0.6b-v315.1
whisper-base_ro-80melmediumWER (normalized: locase, punctuation stripped)whisper-baseIonGrozea340openai/whisper-base15.09
za-anv-multilingual-whisper-v3-turbomediumUnknownwhisper-large-v3-turbodsfsi-anv341openai/whisper-large-v3-turbo15.01
whisper-large-v3-lingala-asrmediumUnknownwhisper-large-v3noirlab342openai/whisper-large-v314.83
whisper-large-finnish-v3mediumUnknownUnknownFinnish-NLP343—14.81
wav2vec2-xls-r-300m-cs-250mediumUnknownUnknowncomodoro344facebook/wav2vec2-xls-r-300m14.75
NaijaVox-2.0lowUnknownwhisper-large-v3Axiveri345openai/whisper-large-v314.7
whisper-small-pt-cv11-v5mediumUnknownwhisper-smalljonatasgrosman346openai/whisper-small14.68
canary-1b-flash-ggufmedium% WERcanary-1b-flashhandy-computer347nvidia/canary-1b-flash14.66
canary-1b-flashmedium% WERcanary-1b-flashnvidia348nvidia/canary-1b-flash14.66
canary-1b-flash-ggufmedium% WERcanary-1b-flashmemoravox349nvidia/canary-1b-flash14.66
canary-1b-ggufmedium% WERUnknownhandy-computer350nvidia/canary-1b14.64
canary-1bmedium% WERUnknownnvidia351nvidia/canary-1b14.64
wav2vec2-bert-CV16-enmediumUnknownUnknownhf-audio352ylacombe/w2v-bert-2.014.55
moonshine-base-uk-gguflowUnknownUnknownhandy-computer353UsefulSensors/moonshine-base-uk14.49
qwen3-asr-arabic-ksamedium**WER**qwen3-asr-1-7bvadimbelsky354Qwen/Qwen3-ASR-1.7B14.41
wav2vec2-base-japanese-asrmediumUnknownUnknownTKU410410103355facebook/wav2vec2-base14.18
whisper-large-fa-v1medium**Word Error Rate (WER)**whisper-large-v3-turbovhdm356openai/whisper-large-v3-turbo14.07
whisper-uzmediumUnknownUnknownjmshd357jamshidahmadov/whisper-uz14.01
odia_whisper_small_v3.0mediumUnknownUnknownRanjit358—13.86
whisper-medium-etlowUnknownUnknownTalTechNLP359—13.8
canary-1b-v2lowUnknownUnknownnvidia360nvidia/canary-1b-v213.78
tadabur-Whisper-SmalllowUnknownwhisper-smallFaisaI361openai/whisper-small13.78
sauti-asrmediumWERUnknownmsingiai362microsoft/paza-whisper-large-v3-turbo13.72
Nemotron-3.5-ASR-Streaming-0.6B-MLX-5bithighUnknownnemotron-3-5-asr-streaming-0-6baufklarer363nvidia/nemotron-3.5-asr-streaming-0.6b13.66
whisper-large-v2-marathimediumUnknownUnknownDrishtiSharma364—13.64
whisper-base-es-mix-normmediumUnknownwhisper-basedeepdml365openai/whisper-base13.57
IndicConformer-GGUFmedium**IndicConformer GGUF (WER)**UnknownSingla0009366ai4bharat/indicconformer_stt_hi_hybrid_rnnt_large13.5
whisper-small-jamediumUnknownwhisper-smallvumichien367openai/whisper-small13.47
stt_kr_conformer_ctc_mediummediumUnknownUnknownSungBeom368—13.45
whisper-large-v2-bgmediumUnknownUnknownanuragshas369—13.4
Nemotron-3.5-ASR-Streaming-0.6B-MLX-8bithighUnknownnemotron-3-5-asr-streaming-0-6baufklarer370nvidia/nemotron-3.5-asr-streaming-0.6b13.37
whisper-large-v3-turbo-russianmediumWER (aggregate)whisper-large-v3-turbocoriollon371openai/whisper-large-v3-turbo13.25
moonshine-tiny-vi-gguflowUnknownmoonshine-tiny-vihandy-computer372UsefulSensors/moonshine-tiny-vi13.16
whisper-th-small-combinedmediumUnknownwhisper-smallbiodatlab373openai/whisper-small13.14
whisper-medium-hindi-hinglish-asr-fine-tunedhighUnknownwhisper-mediumshujaAK374openai/whisper-medium13.01
sushrota-sanskrit-asrlowUnknownUnknownprathoshap375—13
parakeet-tdt_ctc-1.1b-ggufmedium% WERUnknownhandy-computer376nvidia/parakeet-tdt_ctc-1.1b12.81
parakeet-tdt_ctc-1.1bmedium% WERUnknownnvidia377nvidia/parakeet-tdt_ctc-1.1b12.81
w2vbert-luganda-waxalmediumUnknownUnknownsulaimank378sulaimank/w2v-bert-2.0-lg-CV-Fleurs-30012.78
wav2vec2-large-xlsr-germanmediumUnknownUnknownmaxidl379—12.77
w2vbert-shona-waxal-punct-v2lowUnknownUnknownsulaimank380sulaimank/w2vbert-shona-waxal12.76
parakeet-tdt-0.6b-v3-ptBR-gguflowUnknownUnknownluizhrocha381alexandreacff/parakeet-tdt-0.6b-v3-ptBR-plus12.7
nb-wav2vec2-300m-nynorskmediumUnknownUnknownNbAiLab382—12.22
whisper-large-v3-turkish-generallowUnknownwhisper-large-v3turkmedstt383openai/whisper-large-v312.13
wav2vec2-base-german-cv9mediumUnknownUnknownoliverguhr384facebook/wav2vec2-base12.09
nemotron-ocr-v1mediumBag-of-word Error RateUnknownnvidia385nvidia/nemotron-ocr-v112.03
parakeet-tdt-0.6b-v3-ggufmedium**Average WER ↓**parakeet-tdt-0-6b-v3handy-computer386nvidia/parakeet-tdt-0.6b-v311.97
parakeet-tdt-0.6b-v3medium**Average WER ↓**parakeet-tdt-0-6b-v3nvidia387nvidia/parakeet-tdt-0.6b-v311.97
kazakh-whisper-large-v3-turbolowUnknownwhisper-large-v3-turboshyngys879388openai/whisper-large-v3-turbo11.8
hviske-v5lowUnknownUnknownsyvai389—11.8
romanian-wav2vec2mediumUnknownUnknowngigant390facebook/wav2vec2-xls-r-300m11.74
Nemotron-Speech-Streaming-0.6B-CoreML-INT8highUnknownnemotron-speech-streaming-en-0-6baufklarer391nvidia/nemotron-speech-streaming-en-0.6b11.73
wav2vec2-large-xlsr-53-greekhighUnknownUnknownjonatasgrosman392—11.62
stt_ar_fastconformer_hybrid_large_pc_v1.0lowUnknownUnknownnvidia393nvidia/stt_ar_fastconformer_hybrid_large_pc_v1.011.46
moonshine-tiny-de-fidoriel-GGUFmediumUnknownUnknowncstr394fidoriel/moonshine-tiny-de11.4
nb-wav2vec2-1b-nynorskmediumUnknownUnknownNbAiLab395—11.32
Zipformer-cr-ctc-transducer-XL-290MlowUnknownUnknownsoundsgoodai396—11.3
Shrutimala_Bangla_ASRmediumUnknownw2v-bert-2-0sazzadul397facebook/w2v-bert-2.011.26
whisper-large-v2-bnmediumUnknownUnknownanuragshas398—11.11
omi-med-stt-v1lowUnknownUnknownomi-health399nvidia/parakeet-tdt-0.6b-v211.1
omi-med-stt-v1-mlx-q8lowUnknownUnknownomi-health400omi-health/omi-med-stt-v111.1
kiswahili_sahihi_asr_adapted_2medium**Final Validation WER**Unknownkeystats401keystats/kiswahili_sahihi_asr11.09
whisper-large-v3-turbo-greek-greecemediumUnknownwhisper-large-v3-turbosam8000402openai/whisper-large-v3-turbo11.06
cohere-transcribe-arabic-07-2026-gguflowUnknowncohere-transcribe-arabic-07-2026handy-computer403CohereLabs/cohere-transcribe-arabic-07-202611.02
Qwen3-ASR-1.7B-nvfp4highUnknownqwen3-asr-1-7bvrfai404Qwen/Qwen3-ASR-1.7B10.73
parakeet-rnnt-110m-da-dklowUnknownUnknownnvidia405nvidia/parakeet-rnnt-110m-da-dk10.7
wav2vec2-xls-r-300m-cv8-turkishlowUnknownUnknownmpoyraz406—10.61
wav2vec2-large-xlsr-53-greekmediumWER on CommonVoice Test (%) *Unknownlighteternal407—10.5
wav2vec2-large-960h-lv60-self-en-atc-uwb-atcc-and-atcosimmediumUnknownUnknownJzuluaga408facebook/wav2vec2-large-960h-lv60-self10.49
wav2vec2-xls-r-parlaspeech-hrlowUnknownUnknownclassla409—10.46
parakeet-tdt-0.6b-v3-fr-tv-medialowUnknownparakeet-tdt-0-6b-v3Archime410nvidia/parakeet-tdt-0.6b-v310.42
wav2vec2-large-xlsr-persian-v3mediumUnknownUnknownm3hrdadfi411—10.36
hviske-v5.3lowUnknownUnknownsyvai412syvai/hviske-v5.110.26
higgs-audio-v3-8b-stt-v2lowUnknownUnknownbosonai413bosonai/higgs-audio-v3-8b10.14
Cohere-Speech-Tashkeel-2BlowUnknowncohere-transcribe-arabic-07-2026NAMAA-Space414CohereLabs/cohere-transcribe-arabic-07-202610.13
Cohere-Speech-Tashkeel-2Bmedium**WER — undiacritized**cohere-transcribe-arabic-07-2026NAMAA-Space415CohereLabs/cohere-transcribe-arabic-07-202610.13
higgs-audio-v3-stt-v2lowUnknownhiggs-audio-v3-sttbosonai416bosonai/higgs-audio-v3-stt10.03
whisper-large-v3-turbo-bulgarian-bulgariamediumUnknownwhisper-large-v3-turbosam8000417openai/whisper-large-v3-turbo9.97
whisper-large-v3-russianmediumUnknownUnknownantony66418antony66/whisper-large-v3-russian9.84
hindi-tts-190MlowUnknownUnknown5ivatej419—9.8
whisper-small-singlish-122kmediumUnknownwhisper-smalljensenlwt420openai/whisper-small9.69
moonshine-base-vi-gguflowUnknownUnknownhandy-computer421UsefulSensors/moonshine-base-vi9.67
whisper-large-v3-it-cv16mediumUnknownUnknownfsicoli422openai/whisper-large9.63
parakeet-tdt-0.6b-portugueselowUnknownparakeet-tdt-0-6b-v3yuriyvnv423nvidia/parakeet-tdt-0.6b-v39.62
w2vbert-lingala-waxalmediumUnknownUnknownsulaimank424sulaimank/w2v-bert-lingala-109h9.61
Nemotron-3.5-ASR-Streaming-0.6B-CoreML-INT8lowUnknownnemotron-3-5-asr-streaming-0-6baufklarer425nvidia/nemotron-3.5-asr-streaming-0.6b9.59
Nemotron-3.5-ASR-Streaming-0.6B-CoreML-INT8lowUnknownnemotron-3-5-asr-streaming-0-6bplaystonex426nvidia/nemotron-3.5-asr-streaming-0.6b9.59
wav2vec2-large-xlsr-53-german-cv9mediumUnknownUnknownoliverguhr427—9.48
whisper-small-kolowUnknownUnknownSungBeom428—9.48
whisper-accent-medium.enmediumUnknownUnknownmavleo96429openai/whisper-medium.en9.39
whisper-large-v3-spanishmediumUnknownwhisper-large-v3Berly00430openai/whisper-large-v39.36
parakeet-ctc-0.6b-VietnameselowUnknownUnknownnvidia431nvidia/parakeet-ctc-0.6b-Vietnamese9.3
parakeet_realtime_eou_120m-v1mediumWER (%)Unknownnvidia432nvidia/parakeet_realtime_eou_120m-v19.3
Voxtral-Mini-3B-2507-AWQ4-ARGmediumWER nlvoxtral-mini-3b-2507juanginer433mistralai/Voxtral-Mini-3B-25079.24
Voxtral-Mini-3B-2507-AWQ4-GENmediumWER nlvoxtral-mini-3b-2507juanginer434mistralai/Voxtral-Mini-3B-25079.24
Voxtral-Mini-3B-2507-AWQ4-ENmediumWER nlvoxtral-mini-3b-2507juanginer435mistralai/Voxtral-Mini-3B-25079.24
wav2vec2-large-slavic-parlaspeech-hrlowUnknownUnknownclassla436—9.21
whisper-small_ro-80melmediumWERwhisper-smallIonGrozea437openai/whisper-small9.21
shook-medium-amharic-2kmediumUnknownUnknownb1n1yam438—9.11
whisper-medium-jpmediumUnknownUnknownvumichien439—9.04
whisper-large-v3-turbo-russianmediumUnknownwhisper-large-v3-turbocoriollon440openai/whisper-large-v3-turbo8.93
whisper-small_ro-80melmediumWER (normalized: locase, punctuation stripped)whisper-smallIonGrozea441openai/whisper-small8.8
xls-r-300m-danish-mc-v2mediumUnknownUnknownMediaCatch442MediaCatch/xls-r-300m-danish-mc8.75
whisper-persian-v4mediumUnknownwhisper-large-v3nezamisafa443openai/whisper-large-v38.73
Pathumma-whisper-th-large-v3highUnknownwhisper-large-v3nectec444openai/whisper-large-v38.68
wav2vec2-xls-r-300m-cv7-turkishlowUnknownUnknownmpoyraz445—8.62
Shenava-Koochik-0.9lowUnknownUnknownReza2kn446nvidia/stt_en_fastconformer_hybrid_large_streaming_multi8.57
MOSS-Transcribe-Diarize-0.9B-MLX-5bitlowUnknownmoss-transcribe-diarizeaufklarer447OpenMOSS-Team/MOSS-Transcribe-Diarize8.55
kid-whisper-small-mystmediumUnknownUnknownaadel4448—8.51
wav2vec2-large-xlsr-53-spanish-with-lmhighUnknownUnknownpatrickvonplaten449—8.44
gigaam-v3-ctc-gguflowUnknownUnknownhandy-computer450ai-sage/GigaAM-v38.42
distil-small.enlowUnknownUnknowndistil-whisper451distil-whisper/distil-small.en8.4
distil-medium.enlowUnknownUnknowndistil-whisper452—8.4
distil-large-v2lowUnknowndistil-large-v3distil-whisper453distil-whisper/distil-large-v38.4
MOSS-Transcribe-preview-2BlowUnknownmoss-transcribe-preview-2bOpenMOSS-Team454OpenMOSS-Team/MOSS-Transcribe-preview-2B8.37
parakeet-realtime-eou-120m-coremllowUnknownUnknownFluidInference455nvidia/parakeet_realtime_eou_120m-v18.29
wav2vec2-xlsr-300m-finnish-lmhighUnknownUnknownFinnish-NLP456—8.16
whisper-large-v3-turbo-fr-quebecoislowUnknownwhisper-large-v3-turboele-sage457openai/whisper-large-v3-turbo8.1
gigaam-v3-rnnt-gguflowUnknownUnknownhandy-computer458ai-sage/GigaAM-v38.08
Voxtral-Mini-3B-2507-AWQ4-ARGmediumWER frvoxtral-mini-3b-2507juanginer459mistralai/Voxtral-Mini-3B-25078.01
Voxtral-Mini-3B-2507-AWQ4-GENmediumWER frvoxtral-mini-3b-2507juanginer460mistralai/Voxtral-Mini-3B-25078.01
Voxtral-Mini-3B-2507-AWQ4-ENmediumWER frvoxtral-mini-3b-2507juanginer461mistralai/Voxtral-Mini-3B-25078.01
Freya-TTSmediumUnknownUnknownfreyavoice462—8
nemotron-3.5-asr-streaming-0.6b-gguflowUnknownnemotron-3-5-asr-streaming-0-6bhandy-computer463nvidia/nemotron-3.5-asr-streaming-0.6b7.97
nemotron-3.5-asr-streaming-0.6b-gguflowUnknownnemotron-3-5-asr-streaming-0-6bmemoravox464nvidia/nemotron-3.5-asr-streaming-0.6b7.97
xls-r-300m-etlowUnknownUnknownTalTechNLP465—7.9
wav2vec2-base-word-by-word-quran-asrmediumUnknownUnknownHamzaSidhu786466facebook/wav2vec2-base7.9
whisper-large-v3-czech-cv13mediumUnknownwhisper-large-v3mikr467openai/whisper-large-v37.89
Nos_ASR-wav2vec2-xls-r-300m-gllowUnknownUnknownproxectonos468facebook/wav2vec2-xls-r-300m7.85
ATC-whisper-turbo-v1lowUnknownwhisper-large-v3-turboSingularityUS469openai/whisper-large-v3-turbo7.83
whisper-large-v3-turbo-verbatim-1mediumUnknownwhisper-large-v3-turboJacobLinCool470openai/whisper-large-v3-turbo7.73
Qwen3-ASR-1.7B-fp8highUnknownqwen3-asr-1-7bvrfai471Qwen/Qwen3-ASR-1.7B7.6
whisper-large-v3-pt-cv19-fleursmediumUnknownwhisper-large-v3fsicoli472openai/whisper-large-v37.56
whisper-tiny-gguflowUnknownwhisper-tinyhandy-computer473openai/whisper-tiny7.54
LFM2.5-Audio-1.5BhighOpenlfm2-1-2bLiquidAI474LiquidAI/LFM2-1.2B7.53
LFM2.5-Audio-1.5B-GGUFhighOpenlfm2-1-2bMungert475LiquidAI/LFM2-1.2B7.53
Shenava-Koochik-v1.0lowUnknownUnknownReza2kn476nvidia/stt_fa_fastconformer_hybrid_large7.49
whisper-hu-large-v3-turbo-finetunedmediumUnknownwhisper-large-v3-turbosarpba477openai/whisper-large-v3-turbo7.48
whisper-th-medium-combinedmediumUnknownwhisper-mediumbiodatlab478openai/whisper-medium7.42
distil-large-v3.5lowUnknowndistil-large-v3-5distil-whisper479distil-whisper/distil-large-v3.57.3
wav2vec2-2-bart-basemediumUnknownUnknownpatrickvonplaten480—7.28
whisper-large-v2-pl-v2mediumUnknownUnknownbardsai481—7.28
Voxtral-Mini-3B-2507-AWQ4-ARGmediumWER ptvoxtral-mini-3b-2507juanginer482mistralai/Voxtral-Mini-3B-25077.16
Voxtral-Mini-3B-2507-AWQ4-GENmediumWER ptvoxtral-mini-3b-2507juanginer483mistralai/Voxtral-Mini-3B-25077.16
Voxtral-Mini-3B-2507-AWQ4-ENmediumWER ptvoxtral-mini-3b-2507juanginer484mistralai/Voxtral-Mini-3B-25077.16
Voxtral-Mini-3B-2507-AWQ4-ARGmediumWER avg-6voxtral-mini-3b-2507juanginer485mistralai/Voxtral-Mini-3B-25077.13
Voxtral-Mini-3B-2507-AWQ4-GENmediumWER avg-6voxtral-mini-3b-2507juanginer486mistralai/Voxtral-Mini-3B-25077.13
Voxtral-Mini-3B-2507-AWQ4-ENmediumWER avg-6voxtral-mini-3b-2507juanginer487mistralai/Voxtral-Mini-3B-25077.13
g-omnivoicelowUnknownomnivoiceg-group-ai-lab488k2-fsa/OmniVoice7.12
whisper-tiny-ar-quranmediumUnknownUnknowntarteel-ai489—7.05
nb-wav2vec2-300m-bokmaalmediumUnknownUnknownNbAiLab490—7.03
VoiceTut-TTSmediumWER — Englishomnivoicemohammedaly22491k2-fsa/OmniVoice7
nemotron-speech-streaming-en-0.6bmedium**WER (%)**nemotron-speech-streaming-en-0-6bnvidia492nvidia/nemotron-speech-streaming-en-0.6b6.93
nemotron-speech-streaming-en-0.6b-ggufmedium**WER (%)**nemotron-speech-streaming-en-0-6bhandy-computer493nvidia/nemotron-speech-streaming-en-0.6b6.93
nemotron-3.5-asr-streaming-0.6b-GGUFhighUnknownnemotron-3-5-asr-streaming-0-6bcstr494nvidia/nemotron-3.5-asr-streaming-0.6b6.93
nemotron-3.5-asr-streaming-GGUFhighUnknownnemotron-3-5-asr-streaming-0-6bcstr495nvidia/nemotron-3.5-asr-streaming-0.6b6.93
nemotron-speech-streaming-en-0.6b-ggufmedium**WER (%)**nemotron-speech-streaming-en-0-6bmemoravox496nvidia/nemotron-speech-streaming-en-0.6b6.93
wav2vec2-large-xlsr-catalalowUnknownUnknownsoftcatala497—6.92
moonshine-base-de-fidoriel-GGUFmediumUnknownUnknowncstr498fidoriel/moonshine-base-de6.9
moonshine-base-demediumUnknownmoonshine-basefidoriel499UsefulSensors/moonshine-base6.9
wavlm-libri-clean-100h-base-plusmediumUnknownUnknownpatrickvonplaten500—6.83
asr-conformer-loquaciouslowUnknownUnknownspeechbrain501—6.8
wavlm-libri-clean-100h-basemediumUnknownUnknownpatrickvonplaten502—6.75
Qwen3-ASR-1.7B-NLlowZero-shot WER | CER (zero-shot → fine-tuned)qwen3-asr-1-7byuriyvnv503Qwen/Qwen3-ASR-1.7B6.7
f5-tts-quebec-french-finetunemediumWER ↓ (faster-whisper large-v3)Unknowntontate504RASPIAUDIO/F5-French-MixedSpeakers-reduced6.7
wav2vec2-large-danish-npsc-nstmediumUnknownUnknownNbAiLab505chcaa/xls-r-300m-danish6.69
CrisperWhispermedium**Average WER**whisper-large-v3nyralabs506openai/whisper-large-v36.66
CrisperWhispermedium**Average WER**whisper-large-v3unsloth507openai/whisper-large-v36.66
Voxtral-Mini-3B-2507-AWQ4-ARGmediumWER en (no MLS)voxtral-mini-3b-2507juanginer508mistralai/Voxtral-Mini-3B-25076.65
Voxtral-Mini-3B-2507-AWQ4-GENmediumWER en (no MLS)voxtral-mini-3b-2507juanginer509mistralai/Voxtral-Mini-3B-25076.65
Voxtral-Mini-3B-2507-AWQ4-ENmediumWER en (no MLS)voxtral-mini-3b-2507juanginer510mistralai/Voxtral-Mini-3B-25076.65
whisper-medium_ro-80melmediumWERwhisper-mediumIonGrozea511openai/whisper-medium6.63
whisper-medium-portuguesemediumUnknownUnknownpierreguillou512—6.6
w2v-bert-ukmediumUnknownw2v-bert-2-0Yehor513facebook/w2v-bert-2.06.6
whisper-th-large-v3-combinedmediumUnknownwhisper-large-v3biodatlab514openai/whisper-large-v36.59
Voxtral-Mini-3B-2507-AWQ4-ARGmediumWER itvoxtral-mini-3b-2507juanginer515mistralai/Voxtral-Mini-3B-25076.5
Voxtral-Mini-3B-2507-AWQ4-GENmediumWER itvoxtral-mini-3b-2507juanginer516mistralai/Voxtral-Mini-3B-25076.5
Voxtral-Mini-3B-2507-AWQ4-ENmediumWER itvoxtral-mini-3b-2507juanginer517mistralai/Voxtral-Mini-3B-25076.5
Fasih-TTS-V1lowUnknownUnknownNightPrince518coqui/XTTS-v26.5
parakeet-tdt-0.6b-v3lowUnknownparakeet-tdt-0-6b-v3nvidia519nvidia/parakeet-tdt-0.6b-v36.34
canary-1b-v2-GGUFmediumOpen ASR WER (avg)Unknowncstr520nvidia/canary-1b-v26.34
nb-wav2vec2-1b-bokmaalmediumUnknownUnknownNbAiLab521—6.33
BorealislowUnknownUnknownVikhrmodels522—6.33
Qwen3-ASR-0.6B-hfhighUnknownqwen3-asr-0-6b-hfQwen523Qwen/Qwen3-ASR-0.6B-hf6.31
Qwen3-ASR-0.6B-hfhighUnknownqwen3-asr-0-6bbezzam524Qwen/Qwen3-ASR-0.6B6.31
whisper-medium_ro-80melmediumWER (normalized: locase, punctuation stripped)whisper-mediumIonGrozea525openai/whisper-medium6.3
whisper-large-idmediumUnknownUnknowncahya526—6.25
higgs-audio-v3-8b-sttlowUnknownUnknownbosonai527bosonai/higgs-audio-v3-8b6.23
Phi-4-multimodal-instructmediumUnknownphi-4-multimodal-instructmicrosoft528microsoft/Phi-4-multimodal-instruct6.14
Phi-4-multimodal-instructmediumUnknownphi-4-multimodal-instructLexius529microsoft/Phi-4-multimodal-instruct6.14
whisper-small-ckbmediumUnknownwhisper-smallrazhan530openai/whisper-small6.13
thewhisper-large-v3-turbomedium**Mean WER**whisper-large-v3-turboTheStageAI531openai/whisper-large-v3-turbo6.12
Voxtral-Mini-3B-2507-AWQ4-ARGmediumWER devoxtral-mini-3b-2507juanginer532mistralai/Voxtral-Mini-3B-25076.06
Voxtral-Mini-3B-2507-AWQ4-GENmediumWER devoxtral-mini-3b-2507juanginer533mistralai/Voxtral-Mini-3B-25076.06
Voxtral-Mini-3B-2507-AWQ4-ENmediumWER devoxtral-mini-3b-2507juanginer534mistralai/Voxtral-Mini-3B-25076.06
whisper-small-idmediumUnknownUnknowncahya535—6.06
parakeet-tdt-0.6b-v2highUnknownUnknownnvidia536nvidia/parakeet-tdt-0.6b-v26.05
parakeet-tdt-0.6b-v2-ggufhighUnknownUnknownhandy-computer537nvidia/parakeet-tdt-0.6b-v26.05
wav2vec2-large-100k-voxpopuli-catalalowUnknownUnknownccoreilly538—5.98
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-NVFP4mediumHF-ASR (WER↓)nemotron-3-nano-omni-30b-a3b-reasoning-bf16nvidia539nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF165.95
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-FP8mediumHF-ASR (WER↓)nemotron-3-nano-omni-30b-a3b-reasoning-bf16nvidia540nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF165.95
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16mediumHF-ASR (WER↓)nemotron-3-nano-omni-30b-a3b-reasoning-bf16nvidia541nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF165.95
NVIDIA-Nemotron-3-Nano-Omni-30B-A3B-Reasoning-GGUFmediumHF-ASR (WER↓)nemotron-3-nano-omni-30b-a3b-reasoning-bf16unsloth542nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF165.95
NVIDIA-Nemotron-3-Nano-Omni-30B-A3B-ReasoningmediumHF-ASR (WER↓)nemotron-3-nano-omni-30b-a3b-reasoning-bf16unsloth543nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF165.95
moonshine_tiny_pt_v08mediumUnknownUnknownaomocelin544aomocelin/moonshine_tiny_pt_v055.86
Voxtral-Mini-3B-2507-AWQ4-ARGmediumWER esvoxtral-mini-3b-2507juanginer545mistralai/Voxtral-Mini-3B-25075.82
Voxtral-Mini-3B-2507-AWQ4-GENmediumWER esvoxtral-mini-3b-2507juanginer546mistralai/Voxtral-Mini-3B-25075.82
Voxtral-Mini-3B-2507-AWQ4-ENmediumWER esvoxtral-mini-3b-2507juanginer547mistralai/Voxtral-Mini-3B-25075.82
whisper-tiny.en-gguflowUnknownUnknownhandy-computer548openai/whisper-tiny.en5.77
whisper-base-ar-quranmediumUnknownwhisper-basetarteel-ai549openai/whisper-base5.75
wav2vec2-xlsr-1b-finnish-lm-v2highUnknownUnknownFinnish-NLP550—5.65
Qwen3-ASR-1.7B-hfhighUnknownqwen3-asr-1-7b-hfQwen551Qwen/Qwen3-ASR-1.7B-hf5.59
Qwen3-ASR-1.7B-hfhighUnknownqwen3-asr-1-7bbezzam552Qwen/Qwen3-ASR-1.7B5.59
wav2vec2-large-slavic-parlaspeech-hr-lmlowUnknownUnknownclassla553—5.56
Zipformer-cr-ctc-transducer-XL-290MmediumAverage WERUnknownsoundsgoodai554—5.56
Whisper-Large-v3-Turbo-CoreMLlowUnknownwhisper-large-v3-turboaufklarer555openai/whisper-large-v3-turbo5.55
granite-4.0-1b-speechhighUnknowngranite-4-0-1b-baseibm-granite556ibm-granite/granite-4.0-1b-base5.52
granite-4.0-1b-speech-ONNXlowUnknowngranite-4-0-1b-speechonnx-community557ibm-granite/granite-4.0-1b-speech5.52
gigaam-v3-e2e-ctc-gguflowUnknownUnknownhandy-computer558ai-sage/GigaAM-v35.5
gigaam-v3-e2e-ctc-gguflowUnknownUnknownmemoravox559ai-sage/GigaAM-v35.5
cohere-transcribe-03-2026-GGUFmediumUnknowncohere-transcribe-03-2026cstr560CohereLabs/cohere-transcribe-03-20265.42
gigaam-v3-e2e-rnnt-gguflowUnknownUnknownhandy-computer561ai-sage/GigaAM-v35.35
gigaam-v3-e2e-rnnt-gguflowUnknownUnknownmemoravox562ai-sage/GigaAM-v35.35
granite-speech-4.1-2b-plushighUnknowngranite-4-0-1b-baseibm-granite563ibm-granite/granite-4.0-1b-base5.33
whisper-base-gguflowUnknownwhisper-basehandy-computer564openai/whisper-base5.1
whisper-base-gguflowUnknownwhisper-basememoravox565openai/whisper-base5.1
cohere-transcribe-arabic-07-2026-MLX-Mixed-2bit3bit4bitlowUnknowncohere-transcribe-arabic-07-2026MarkChen1214566CohereLabs/cohere-transcribe-arabic-07-20265.09
gigaam-multilingual-mlxlowUnknownUnknownai-babai567ai-sage/GigaAM-Multilingual5.07
gigaam-multilingual-mlx-int4-g64lowUnknownUnknownai-babai568ai-babai/gigaam-multilingual-mlx5.07
gigaam-multilingual-mlx-int8-g64lowUnknownUnknownai-babai569ai-babai/gigaam-multilingual-mlx5.07
gigaam-multilingual-mlx-int6-g64lowUnknownUnknownai-babai570ai-babai/gigaam-multilingual-mlx5.07
best_for_nowmediumWord Error Rate (WER)whisper-smallMosesJoshuaCoker571openai/whisper-small5.05
wavlm-libri-clean-100h-largemediumUnknownUnknownpatrickvonplaten572—4.91
whisper-tiny-yoruba-v2mediumUnknownwhisper-tinyEYEDOL573openai/whisper-tiny4.91
MOSS-TTSD-v1.0highUnknownUnknownOpenMOSS-Team574—4.85
whisper-large-v3-lv-late-cv19lowUnknownwhisper-large-v3AiLab-IMCS-UL575openai/whisper-large-v34.8
wav2vec2-large-xlsr-koreanmediumUnknownUnknownkresnik576—4.74
Voxtral-Mini-3B-2507-AWQ4-ARGmediumWER es-ARvoxtral-mini-3b-2507juanginer577mistralai/Voxtral-Mini-3B-25074.69
Voxtral-Mini-3B-2507-AWQ4-GENmediumWER es-ARvoxtral-mini-3b-2507juanginer578mistralai/Voxtral-Mini-3B-25074.69
Voxtral-Mini-3B-2507-AWQ4-ENmediumWER es-ARvoxtral-mini-3b-2507juanginer579mistralai/Voxtral-Mini-3B-25074.69
moonshine-tiny-gguflowUnknownUnknownhandy-computer580UsefulSensors/moonshine-tiny4.58
BanglaASRmediumUnknownUnknownbangla-speech-processing581—4.58
whisper-medium-hindi-hinglish-asr-fine-tunedmediumWord Error Rate (WER)whisper-mediumshujaAK582openai/whisper-medium4.56
whisper-medium-hindi-hinglish-asr-fine-tunedmediumWERwhisper-mediumshujaAK583openai/whisper-medium4.56
moonshine-tiny-GGUFmediumUnknownUnknowncstr584UsefulSensors/moonshine-tiny4.55
moonshine-streaming-tiny-gguflowUnknownmoonshine-streaming-tinyhandy-computer585UsefulSensors/moonshine-streaming-tiny4.53
whisper-large-v3-high-mixed-nlmedium**Test WER (Common Voice)**whisper-large-v3yuriyvnv586openai/whisper-large-v34.43
dots.tts-mflowUnknownUnknowndots-studio587rednote-hilab/dots.tts-soar4.4
qwen3-asr-0.6b-coremllowUnknownqwen3-asr-0-6bFluidInference588Qwen/Qwen3-ASR-0.6B4.4
Inflect-Nano-v2lowUnknownUnknownowensong589owensong/Inflect-Nano-v14.21
Inflect-Nano-v2-GGUFlowUnknownUnknownremixerdec590owensong/Inflect-Nano-v24.21
whisper-base.en-gguflowUnknownUnknownhandy-computer591openai/whisper-base.en4.14
wav2vec2-large-uralic-voxpopuli-v2-finnishhighUnknownUnknownFinnish-NLP592—4.13
fastconformer-quranlowUnknownUnknownMuno459593nvidia/stt_ar_fastconformer_hybrid_large_pcd_v1.04.13
Inflect-Micro-v2lowUnknownUnknownowensong594owensong/Inflect-Micro-v23.99
Inflect-Micro-v2-GGUFlowUnknownUnknownremixerdec595owensong/Inflect-Micro-v23.99
WhisperLv3-FTmediumUnknownwhisper-large-v3inesc-id596openai/whisper-large-v33.97
whisper-medium-idmediumUnknownwhisper-mediumcahya597openai/whisper-medium3.83
whisper-large-v3-high-mixed-nlmedium**Validation WER**whisper-large-v3yuriyvnv598openai/whisper-large-v33.57
whisper-large-v3-high-mixed-nllowUnknownwhisper-large-v3yuriyvnv599openai/whisper-large-v33.56
whisper-large-v3-turbo-hr-parlamediumUnknownwhisper-large-v3GoranS600openai/whisper-large-v33.52
wav2vec2-1b-npsc-nst-bokmaal-repairedmediumUnknownUnknownNbAiLab601facebook/wav2vec2-xls-r-1b3.49
whisper-tiny-ar-quran-mix-normmediumUnknownwhisper-tinydeepdml602openai/whisper-tiny3.39
whisper-small-gguflowUnknownwhisper-smallhandy-computer603openai/whisper-small3.33
moonshine-base-gguflowUnknownmoonshine-basehandy-computer604UsefulSensors/moonshine-base3.28
SenseVoiceSmall-gguflowUnknownUnknownhandy-computer605FunAudioLLM/SenseVoiceSmall3.13
whisper-small-finetuned-medical3mediumUnknownwhisper-smallJohnyquest7606openai/whisper-small3.12
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-NVFP4mediumTedium Long (WER↓)nemotron-3-nano-omni-30b-a3b-reasoning-bf16nvidia607nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF163.11
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-FP8mediumTedium Long (WER↓)nemotron-3-nano-omni-30b-a3b-reasoning-bf16nvidia608nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF163.11
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16mediumTedium Long (WER↓)nemotron-3-nano-omni-30b-a3b-reasoning-bf16nvidia609nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF163.11
NVIDIA-Nemotron-3-Nano-Omni-30B-A3B-Reasoning-GGUFmediumTedium Long (WER↓)nemotron-3-nano-omni-30b-a3b-reasoning-bf16unsloth610nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF163.11
NVIDIA-Nemotron-3-Nano-Omni-30B-A3B-ReasoningmediumTedium Long (WER↓)nemotron-3-nano-omni-30b-a3b-reasoning-bf16unsloth611nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF163.11
parakeet-tdt-0.6b-v3-coremllowUnknownparakeet-tdt-0-6b-v3mweinbach1612nvidia/parakeet-tdt-0.6b-v33.1
whisper-small.en-gguflowUnknownUnknownhandy-computer613openai/whisper-small.en3.09
asr-crdnn-rnnlm-librispeechlowUnknownUnknownspeechbrain614—3.09
moonshine_tiny_pt_v06mediumUnknownUnknownaomocelin615aomocelin/moonshine_tiny_pt_v053
parakeet-tdt-ctc-110m-coremllowUnknownUnknownFluidInference616nvidia/parakeet-tdt_ctc-110m3
w2vbert-shona-waxalmediumUnknownUnknownsulaimank617sulaimank/W2V2_Bert_Afrivoice_FLEURS_Shona_100hr_v12.96
mtl-mimic-voicebanklowUnknownUnknownspeechbrain618—2.89
dots.tts-soarlowUnknownUnknowndots-studio619rednote-hilab/dots.tts-base2.8
dots.tts-baselowUnknownUnknowndots-studio620rednote-hilab/dots.tts-base2.8
ZONOS2-GGUFlowUnknownUnknownZyphra621Zyphra/ZONOS22.79
whisper-medium.en-gguflowUnknownUnknownhandy-computer622openai/whisper-medium.en2.74
whisper-large-gguflowUnknownUnknownhandy-computer623openai/whisper-large2.72
asr-streaming-conformer-librispeechlowUnknownUnknownspeechbrain624—2.72
Voila-TokenizerlowUnknownUnknownmaitrix-org625—2.7
whisper-large-v2-gguflowUnknownwhisper-large-v2handy-computer626openai/whisper-large-v22.68
whisper-medium-gguflowUnknownwhisper-mediumhandy-computer627openai/whisper-medium2.63
whisper-medium-gguflowUnknownwhisper-mediummemoravox628openai/whisper-medium2.63
cohere-transcribe-03-2026-CoreML-6bitlowUnknowncohere-transcribe-03-2026BarathwajAnandan629CohereLabs/cohere-transcribe-03-20262.58
CosyVoice2-0.5BhighOpen-SourceUnknownFunAudioLLM630FunAudioLLM/CosyVoice2-0.5B2.57
whisper-small-ar-quran-mix-normmediumUnknownwhisper-smalldeepdml631openai/whisper-small2.54
moonshine-streaming-small-gguflowUnknownmoonshine-streaming-smallhandy-computer632UsefulSensors/moonshine-streaming-small2.53
whisperkit-coreml_01-30-24lowUnknownUnknownargmaxinc633—2.44
parakeet-tdt_ctc-110m-gguflowUnknownUnknownhandy-computer634nvidia/parakeet-tdt_ctc-110m2.43
VibeVoice-Realtime-0.5BlowUnknownUnknownmicrosoft635Qwen/Qwen2.5-0.5B2.4
VibeVoice-Realtime-0.5B-ONNXlowUnknownUnknownelbruno636microsoft/VibeVoice-Realtime-0.5B2.4
parakeet-unified-en-0.6b-coremllowUnknownUnknownFluidInference637nvidia/parakeet-tdt-0.6b-v22.37
nemotron-speech-streaming-en-0.6b-gguflowUnknownnemotron-speech-streaming-en-0-6bhandy-computer638nvidia/nemotron-speech-streaming-en-0.6b2.31
nemotron-speech-streaming-en-0.6b-gguflowUnknownnemotron-speech-streaming-en-0-6bmemoravox639nvidia/nemotron-speech-streaming-en-0.6b2.31
Breeze-ASR-25-gguflowUnknownUnknownhandy-computer640MediaTek-Research/Breeze-ASR-252.29
asr-transformer-transformerlm-librispeechlowUnknownUnknownspeechbrain641—2.27
Fun-CosyVoice3-0.5B-2512highOpen-SourceUnknownFunAudioLLM642FunAudioLLM/Fun-CosyVoice3-0.5B-25122.24
multitalker-parakeet-streaming-0.6b-v1-gguflowUnknownUnknownhandy-computer643nvidia/multitalker-parakeet-streaming-0.6b-v12.19
moonshine-streaming-medium-gguflowUnknownmoonshine-streaming-mediumhandy-computer644UsefulSensors/moonshine-streaming-medium2.16
CosyVoice-300M-SFTlowOpen-SourceUnknownFunAudioLLM645—2.14
CosyVoice-300MlowOpen-SourceUnknownFunAudioLLM646FunAudioLLM/CosyVoice-300M2.14
CosyVoice-300M-InstructlowOpen-SourceUnknownFunAudioLLM647FunAudioLLM/CosyVoice-300M2.14
Raon-OpenTTS-1BlowUnknownUnknownKRAFTON648—2.14
Qwen3-ASR-0.6B-gguflowUnknownqwen3-asr-0-6bhandy-computer649Qwen/Qwen3-ASR-0.6B2.11
Voxtral-Mini-4B-Realtime-2602-gguflowUnknownvoxtral-mini-4b-realtime-2602handy-computer650mistralai/Voxtral-Mini-4B-Realtime-26022.08
moss-transcribe-diarize-gguflowUnknownmoss-transcribe-diarizehandy-computer651OpenMOSS-Team/MOSS-Transcribe-Diarize2.08
Voxtral-Mini-4B-Realtime-2602-gguflowUnknownvoxtral-mini-4b-realtime-2602memoravox652mistralai/Voxtral-Mini-4B-Realtime-26022.08
asr-conformer-transformerlm-librispeechlowUnknownUnknownspeechbrain653—2.01
whisper-large-v3-turbo-gguflowUnknownwhisper-large-v3-turbohandy-computer654openai/whisper-large-v3-turbo2
parakeet-tdt-0.6b-v3-gguflowUnknownparakeet-tdt-0-6b-v3handy-computer655nvidia/parakeet-tdt-0.6b-v31.95
canary-180m-flash-gguflowUnknownUnknownhandy-computer656nvidia/canary-180m-flash1.94
canary-1b-v2-gguflowUnknownUnknownhandy-computer657nvidia/canary-1b-v21.92
canary-1b-v2-gguflowUnknownUnknownmemoravox658nvidia/canary-1b-v21.92
cohere-transcribe-arabic-07-2026-int4lowUnknowncohere-transcribe-arabic-07-2026NAMAA-Space659CohereLabs/cohere-transcribe-arabic-07-20261.89
Voxtral-Mini-3B-2507-gguflowUnknownvoxtral-mini-3b-2507handy-computer660mistralai/Voxtral-Mini-3B-25071.88
parakeet-ctc-0.6b-gguflowUnknownparakeet-ctc-0-6bhandy-computer661nvidia/parakeet-ctc-0.6b1.87
parakeet-tdt_ctc-1.1b-gguflowUnknownUnknownhandy-computer662nvidia/parakeet-tdt_ctc-1.1b1.87
parakeet-ctc-1.1b-gguflowUnknownparakeet-ctc-1-1bhandy-computer663nvidia/parakeet-ctc-1.1b1.85
whisper-large-v3-gguflowUnknownwhisper-large-v3handy-computer664openai/whisper-large-v31.81
whisper-large-v3-gguflowUnknownwhisper-large-v3memoravox665openai/whisper-large-v31.81
MOSS-TTS-GGUFlowUnknownUnknownOpenMOSS-Team666—1.79
MOSS-TTS-GGUFlowUnknownUnknownniobures667—1.79
Fun-ASR-Nano-2512-gguflowUnknownUnknownhandy-computer668FunAudioLLM/Fun-ASR-Nano-25121.78
Fun-ASR-MLT-Nano-2512-gguflowUnknownUnknownhandy-computer669FunAudioLLM/Fun-ASR-MLT-Nano-25121.74
MOSS-TTSlowOpen‑sourceUnknownOpenMOSS-Team670—1.69
MOSS-TTS-Local-TransformerlowOpen‑sourceUnknownOpenMOSS-Team671OpenMOSS-Team/MOSS-TTS-Local-Transformer1.69
MOSS-TTS-GGUFlowOpen‑sourceUnknownOpenMOSS-Team672—1.69
MOSS-TTS-GGUFlowOpen‑sourceUnknownniobures673—1.69
canary-qwen-2.5b-gguflowUnknowncanary-qwen-2-5bhandy-computer674nvidia/canary-qwen-2.5b1.63
Qwen3-ASR-1.7B-gguflowUnknownqwen3-asr-1-7bhandy-computer675Qwen/Qwen3-ASR-1.7B1.62
canary-1b-flash-gguflowUnknowncanary-1b-flashhandy-computer676nvidia/canary-1b-flash1.62
parakeet-rnnt-0.6b-gguflowUnknownparakeet-rnnt-0-6bhandy-computer677nvidia/parakeet-rnnt-0.6b1.62
canary-1b-flash-gguflowUnknowncanary-1b-flashmemoravox678nvidia/canary-1b-flash1.62
parakeet-rnnt-0.6b-gguflowUnknownparakeet-rnnt-0-6bmemoravox679nvidia/parakeet-rnnt-0.6b1.62
spear-xlarge-speech-audio-v2lowUnknownUnknownmarcoyang680—1.6
parakeet-unified-en-0.6b-gguflowUnknownUnknownhandy-computer681nvidia/parakeet-unified-en-0.6b1.59
parakeet-unified-en-0.6b-gguflowUnknownUnknownmemoravox682nvidia/parakeet-unified-en-0.6b1.59
Voxtral-Small-24B-2507-gguflowUnknownUnknownhandy-computer683mistralai/Voxtral-Small-24B-25071.56
canary-1b-gguflowUnknownUnknownhandy-computer684nvidia/canary-1b1.55
gepard-1.0lowUnknownUnknownnineninesix685nineninesix/qwen3_5-full-attn-only-141.5
granite-speech-4.1-2b-plus-gguflowUnknowngranite-speech-4-1-2b-plushandy-computer686ibm-granite/granite-speech-4.1-2b-plus1.49
granite-speech-4.1-2b-plus-gguflowUnknowngranite-speech-4-1-2b-plusmemoravox687ibm-granite/granite-speech-4.1-2b-plus1.49
parakeet-rnnt-1.1b-gguflowUnknownparakeet-rnnt-1-1bhandy-computer688nvidia/parakeet-rnnt-1.1b1.45
inflect-v2-coremllowUnknownUnknownFluidInference689owensong/Inflect-Micro-v21.43
granite-4.0-1b-speech-gguflowUnknowngranite-4-0-1b-speechhandy-computer690ibm-granite/granite-4.0-1b-speech1.42
parakeet-tdt-1.1b-gguflowUnknownUnknownhandy-computer691nvidia/parakeet-tdt-1.1b1.39
granite-speech-4.1-2b-gguflowUnknowngranite-speech-4-1-2bhandy-computer692ibm-granite/granite-speech-4.1-2b1.31
granite-speech-4.1-2b-gguflowUnknowngranite-speech-4-1-2bmemoravox693ibm-granite/granite-speech-4.1-2b1.31
asr-whisper-large-v2-saltlowUnknownwhisper-large-v2Sunbird694openai/whisper-large-v21.3
granite-speech-4.1-2b-nar-gguflowUnknowngranite-speech-4-1-2b-narhandy-computer695ibm-granite/granite-speech-4.1-2b-nar1.29
granite-speech-4.1-2b-nar-gguflowUnknowngranite-speech-4-1-2b-narmemoravox696ibm-granite/granite-speech-4.1-2b-nar1.29
cohere-transcribe-03-2026-gguflowUnknowncohere-transcribe-03-2026handy-computer697CohereLabs/cohere-transcribe-03-20261.26
cohere-transcribe-03-2026-gguflowUnknowncohere-transcribe-03-2026memoravox698CohereLabs/cohere-transcribe-03-20261.26
wav2vec2-xls-r-1b-japanese-hiragana-katakanamediumUnknownUnknownAndrewMcDowell699—1.01
wav2vec2-vietnamese-asr-v1mediumUnknownUnknowncheesethuong700nguyenvulebinh/wav2vec2-base-vietnamese-250h1
MERaLiON-OmniVoice-Hokkien-TTSmediumUnknownUnknownMERaLiON701—1
fastconformer-quran-arlowUnknownUnknownmohammed702—0.38
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