{"data":{"category":"speech-asr","id":"wer-multilibri","name":"WER MLS","rows":[{"conf":"low","context":null,"model_id":"granite-4-0-1b-base","org":"ibm-granite","rank":1,"root":"ibm-granite/granite-4.0-1b-base","score":34.3,"variant":"granite-speech-4.1-2b-plus"},{"conf":"low","context":null,"model_id":"granite-speech-4-1-2b-plus","org":"handy-computer","rank":2,"root":"ibm-granite/granite-speech-4.1-2b-plus","score":34.3,"variant":"granite-speech-4.1-2b-plus-gguf"},{"conf":"low","context":null,"model_id":"granite-speech-4-1-2b-plus","org":"memoravox","rank":3,"root":"ibm-granite/granite-speech-4.1-2b-plus","score":34.3,"variant":"granite-speech-4.1-2b-plus-gguf"},{"conf":"low","context":null,"model_id":null,"org":"lgris","rank":4,"root":"—","score":22.4,"variant":"bp500-base100k_voxpopuli"},{"conf":"low","context":null,"model_id":null,"org":"bofenghuang","rank":5,"root":"—","score":16.2,"variant":"whisper-small-cv11-french"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":6,"root":"nvidia/stt_it_fastconformer_hybrid_large_pc","score":13.01,"variant":"stt_it_fastconformer_hybrid_large_pc"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":7,"root":"nvidia/stt_nl_fastconformer_hybrid_large_pc","score":12.09,"variant":"stt_nl_fastconformer_hybrid_large_pc"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":8,"root":"nvidia/stt_en_conformer_ctc_small","score":11.3,"variant":"stt_en_conformer_ctc_small"},{"conf":"low","context":null,"model_id":null,"org":"calneymgp","rank":9,"root":"alefiury/parakeet-tdt-0.6b-v3-ptBR-TAGARELA-onnx","score":10.8,"variant":"parakeet-tdt-0.6b-v3-ptBR-TAGARELA-onnx-int8"},{"conf":"low","context":null,"model_id":"parakeet-tdt-0-6b-v3","org":"handy-computer","rank":10,"root":"nvidia/parakeet-tdt-0.6b-v3","score":7.83,"variant":"parakeet-tdt-0.6b-v3-gguf"},{"conf":"low","context":null,"model_id":"parakeet-tdt-0-6b-v3","org":"nvidia","rank":11,"root":"nvidia/parakeet-tdt-0.6b-v3","score":7.83,"variant":"parakeet-tdt-0.6b-v3"},{"conf":"low","context":null,"model_id":null,"org":"handy-computer","rank":12,"root":"nvidia/canary-1b-v2","score":7.27,"variant":"canary-1b-v2-gguf"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":13,"root":"nvidia/canary-1b-v2","score":7.27,"variant":"canary-1b-v2"},{"conf":"low","context":null,"model_id":null,"org":"memoravox","rank":14,"root":"nvidia/canary-1b-v2","score":7.27,"variant":"canary-1b-v2-gguf"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":15,"root":"nvidia/stt_en_conformer_ctc_large","score":7.2,"variant":"stt_en_conformer_ctc_large"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":16,"root":"nvidia/stt_pl_fastconformer_hybrid_large_pc","score":7.15,"variant":"stt_pl_fastconformer_hybrid_large_pc"},{"conf":"medium","context":"**MLS Italian**","model_id":"whisper-large-v3-turbo","org":"TheStageAI","rank":17,"root":"openai/whisper-large-v3-turbo","score":6.89,"variant":"thewhisper-large-v3-turbo"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":18,"root":"nvidia/stt_en_fastconformer_ctc_large","score":6.4,"variant":"stt_en_fastconformer_ctc_large"},{"conf":"high","context":null,"model_id":"nemotron-3-5-asr-streaming-0-6b","org":"onnx-community","rank":19,"root":"nvidia/nemotron-3.5-asr-streaming-0.6b","score":6.07,"variant":"nemotron-3.5-asr-streaming-0.6b-onnx-int4"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":20,"root":"nvidia/stt_en_conformer_transducer_large","score":5.8,"variant":"stt_en_conformer_transducer_large"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":21,"root":"nvidia/stt_en_fastconformer_transducer_large","score":5.8,"variant":"stt_en_fastconformer_transducer_large"},{"conf":"medium","context":"**MLS Portuguese**","model_id":"whisper-large-v3-turbo","org":"TheStageAI","rank":22,"root":"openai/whisper-large-v3-turbo","score":5.69,"variant":"thewhisper-large-v3-turbo"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":23,"root":"nvidia/stt_en_conformer_transducer_xlarge","score":5.32,"variant":"stt_en_conformer_transducer_xlarge"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":24,"root":"nvidia/stt_fr_fastconformer_hybrid_large_pc","score":5,"variant":"stt_fr_fastconformer_hybrid_large_pc"},{"conf":"medium","context":"**MLS French**","model_id":"whisper-large-v3-turbo","org":"TheStageAI","rank":25,"root":"openai/whisper-large-v3-turbo","score":4.67,"variant":"thewhisper-large-v3-turbo"},{"conf":"medium","context":"MLS English","model_id":null,"org":"nvidia","rank":26,"root":"nvidia/audio-codec-44khz","score":4.51,"variant":"audio-codec-44khz"},{"conf":"medium","context":"MLS English","model_id":null,"org":"nvidia","rank":27,"root":"nvidia/audio-codec-22khz","score":4.5,"variant":"audio-codec-22khz"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":28,"root":"nvidia/stt_en_fastconformer_hybrid_large_pc","score":4.48,"variant":"stt_en_fastconformer_hybrid_large_pc"},{"conf":"medium","context":"MLS","model_id":null,"org":"nvidia","rank":29,"root":"nvidia/nemo-nano-codec-22khz-1.78kbps-12.5fps","score":4.44,"variant":"nemo-nano-codec-22khz-1.78kbps-12.5fps"},{"conf":"medium","context":"MLS","model_id":null,"org":"nvidia","rank":30,"root":"nvidia/nemo-nano-codec-22khz-1.89kbps-21.5fps","score":4.43,"variant":"nemo-nano-codec-22khz-1.89kbps-21.5fps"},{"conf":"medium","context":"MLS","model_id":null,"org":"nvidia","rank":31,"root":"nvidia/low-frame-rate-speech-codec-22khz","score":4.43,"variant":"low-frame-rate-speech-codec-22khz"},{"conf":"medium","context":"MLS","model_id":null,"org":"nvidia","rank":32,"root":"nvidia/nemo-nano-codec-22khz-0.6kbps-12.5fps","score":4.41,"variant":"nemo-nano-codec-22khz-0.6kbps-12.5fps"},{"conf":"medium","context":"**MLS German**","model_id":"whisper-large-v3-turbo","org":"TheStageAI","rank":33,"root":"openai/whisper-large-v3-turbo","score":4.28,"variant":"thewhisper-large-v3-turbo"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":34,"root":"nvidia/stt_de_fastconformer_hybrid_large_pc","score":3.33,"variant":"stt_de_fastconformer_hybrid_large_pc"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":35,"root":"nvidia/stt_de_conformer_transducer_large","score":3.22,"variant":"stt_de_conformer_transducer_large"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":36,"root":"nvidia/stt_es_fastconformer_hybrid_large_pc","score":3.06,"variant":"stt_es_fastconformer_hybrid_large_pc"},{"conf":"medium","context":"**MLS Spanish**","model_id":"whisper-large-v3-turbo","org":"TheStageAI","rank":37,"root":"openai/whisper-large-v3-turbo","score":2.93,"variant":"thewhisper-large-v3-turbo"}],"schema_version":"local-ai-registry/v1","source":{"kind":"leaderboard-scrape","paths":["benchmarks/wer-multilibri.html"],"url":"https://huggingface.co/spaces/multilingual-librispeech"}},"meta":{"source":"registry"}}