{"data":{"category":"speech-asr","id":"wer-librispeech","name":"WER LibriSpeech","rows":[{"conf":"high","context":null,"model_id":null,"org":"KrorngAI","rank":1,"root":"—","score":100,"variant":"TrorYongASR-small"},{"conf":"high","context":null,"model_id":null,"org":"KrorngAI","rank":2,"root":"—","score":100,"variant":"TrorYongASR-tiny"},{"conf":"medium","context":"**LibriSpeechMix (2)**","model_id":null,"org":"BUT-FIT","rank":3,"root":"—","score":17.9,"variant":"SE-DiCoW"},{"conf":"medium","context":"**LibriSpeechMix (2)**","model_id":"whisper-large-v3-turbo","org":"BUT-FIT","rank":4,"root":"openai/whisper-large-v3-turbo","score":17.9,"variant":"DiCoW_v3_3"},{"conf":"medium","context":"LibriSpeech (other)","model_id":"moonshine-streaming-tiny","org":"UsefulSensors","rank":5,"root":"UsefulSensors/moonshine-streaming-tiny","score":12.09,"variant":"moonshine-streaming-tiny"},{"conf":"medium","context":"LibriSpeech (other)","model_id":"moonshine-streaming-medium","org":"handy-computer","rank":6,"root":"UsefulSensors/moonshine-streaming-medium","score":12.09,"variant":"moonshine-streaming-medium-gguf"},{"conf":"medium","context":"LibriSpeech (other)","model_id":"moonshine-streaming-small","org":"handy-computer","rank":7,"root":"UsefulSensors/moonshine-streaming-small","score":12.09,"variant":"moonshine-streaming-small-gguf"},{"conf":"medium","context":"LibriSpeech (other)","model_id":"moonshine-streaming-medium","org":"UsefulSensors","rank":8,"root":"UsefulSensors/moonshine-streaming-medium","score":12.09,"variant":"moonshine-streaming-medium"},{"conf":"medium","context":"LibriSpeech (other)","model_id":"moonshine-streaming-small","org":"UsefulSensors","rank":9,"root":"UsefulSensors/moonshine-streaming-small","score":12.09,"variant":"moonshine-streaming-small"},{"conf":"medium","context":"LibriSpeech (other)","model_id":"moonshine-streaming-tiny","org":"handy-computer","rank":10,"root":"UsefulSensors/moonshine-streaming-tiny","score":12.09,"variant":"moonshine-streaming-tiny-gguf"},{"conf":"medium","context":"LibriSpeech (`openslr/librispeech_asr`)","model_id":"voxtral-mini-4b-realtime-2602","org":"JaynadTodkarAmol","rank":11,"root":"mistralai/Voxtral-Mini-4B-Realtime-2602","score":10,"variant":"resilientai-team-mcte-mistral-voxtral-realtime-gptq-marlin"},{"conf":"medium","context":"rulibrispeech","model_id":"whisper-large-v3-turbo","org":"bond005","rank":12,"root":"openai/whisper-large-v3-turbo","score":9.76,"variant":"whisper-podlodka-turbo"},{"conf":"medium","context":"RuLibriSpeech","model_id":null,"org":"coriollon","rank":13,"root":"coriollon/whisper-large-v3-turbo-russian","score":8.5,"variant":"whisper-large-v3-turbo-russian-codeswitch"},{"conf":"medium","context":"LibriSpeech-style English","model_id":null,"org":"YoozLabs","rank":14,"root":"mlx-community/Qwen3-ASR-1.7B-8bit","score":6.3,"variant":"Qwen3-ASR-1.7B-Swift"},{"conf":"medium","context":"librispeech_test.other","model_id":"vibevoice-asr-hf","org":"microsoft","rank":15,"root":"microsoft/VibeVoice-ASR-HF","score":5.51,"variant":"VibeVoice-ASR-HF"},{"conf":"medium","context":"LibriSpeech test-other","model_id":null,"org":"FluidInference","rank":16,"root":"nvidia/parakeet-tdt_ctc-110m","score":5.2,"variant":"parakeet-tdt-ctc-110m-coreml"},{"conf":"medium","context":"LibriSpeech test-other","model_id":"nemotron-speech-streaming-en-0-6b","org":"aufklarer","rank":17,"root":"nvidia/nemotron-speech-streaming-en-0.6b","score":4.84,"variant":"Nemotron-Speech-Streaming-0.6B-CoreML-INT8"},{"conf":"medium","context":"**Voila (w/o LibriSpeech train split)**","model_id":null,"org":"maitrix-org","rank":18,"root":"—","score":4.8,"variant":"Voila-Tokenizer"},{"conf":"low","context":null,"model_id":null,"org":"speechbrain","rank":19,"root":"—","score":4.6,"variant":"asr-conformer-loquacious"},{"conf":"medium","context":"LibriSpeech (clean)","model_id":"moonshine-streaming-tiny","org":"UsefulSensors","rank":20,"root":"UsefulSensors/moonshine-streaming-tiny","score":4.49,"variant":"moonshine-streaming-tiny"},{"conf":"medium","context":"LibriSpeech (clean)","model_id":"moonshine-streaming-medium","org":"handy-computer","rank":21,"root":"UsefulSensors/moonshine-streaming-medium","score":4.49,"variant":"moonshine-streaming-medium-gguf"},{"conf":"medium","context":"LibriSpeech (clean)","model_id":"moonshine-streaming-small","org":"handy-computer","rank":22,"root":"UsefulSensors/moonshine-streaming-small","score":4.49,"variant":"moonshine-streaming-small-gguf"},{"conf":"medium","context":"LibriSpeech (clean)","model_id":"moonshine-streaming-medium","org":"UsefulSensors","rank":23,"root":"UsefulSensors/moonshine-streaming-medium","score":4.49,"variant":"moonshine-streaming-medium"},{"conf":"medium","context":"LibriSpeech (clean)","model_id":"moonshine-streaming-small","org":"UsefulSensors","rank":24,"root":"UsefulSensors/moonshine-streaming-small","score":4.49,"variant":"moonshine-streaming-small"},{"conf":"medium","context":"LibriSpeech (clean)","model_id":"moonshine-streaming-tiny","org":"handy-computer","rank":25,"root":"UsefulSensors/moonshine-streaming-tiny","score":4.49,"variant":"moonshine-streaming-tiny-gguf"},{"conf":"medium","context":"LibriSpeech test-clean (2620 files)","model_id":"qwen3-asr-0-6b","org":"FluidInference","rank":26,"root":"Qwen/Qwen3-ASR-0.6B","score":4.4,"variant":"qwen3-asr-0.6b-coreml"},{"conf":"medium","context":"Librispeech-other","model_id":null,"org":"handy-computer","rank":27,"root":"FunAudioLLM/Fun-ASR-MLT-Nano-2512","score":4.19,"variant":"Fun-ASR-MLT-Nano-2512-gguf"},{"conf":"medium","context":"Librispeech-other","model_id":null,"org":"handy-computer","rank":28,"root":"FunAudioLLM/Fun-ASR-Nano-2512","score":4.19,"variant":"Fun-ASR-Nano-2512-gguf"},{"conf":"medium","context":"Librispeech-other","model_id":null,"org":"FunAudioLLM","rank":29,"root":"FunAudioLLM/Fun-ASR-Nano-2512","score":4.19,"variant":"Fun-ASR-Nano-2512"},{"conf":"medium","context":"Librispeech-other","model_id":null,"org":"FunAudioLLM","rank":30,"root":"FunAudioLLM/Fun-ASR-MLT-Nano-2512","score":4.19,"variant":"Fun-ASR-MLT-Nano-2512"},{"conf":"medium","context":"[LibriSpeech other](https://huggingface.co/datasets/openslr/librispeech_asr)","model_id":"whisper-large-v3","org":"nyralabs","rank":31,"root":"openai/whisper-large-v3","score":3.97,"variant":"CrisperWhisper"},{"conf":"medium","context":"[LibriSpeech other](https://huggingface.co/datasets/openslr/librispeech_asr)","model_id":"whisper-large-v3","org":"unsloth","rank":32,"root":"openai/whisper-large-v3","score":3.97,"variant":"CrisperWhisper"},{"conf":"medium","context":"**LibriSpeech Other**","model_id":"whisper-large-v3-turbo","org":"TheStageAI","rank":33,"root":"openai/whisper-large-v3-turbo","score":3.77,"variant":"thewhisper-large-v3-turbo"},{"conf":"medium","context":"LibriSpeech test-other","model_id":"qwen2-5-omni-7b","org":"Qwen","rank":34,"root":"Qwen/Qwen2.5-Omni-7B","score":3.4,"variant":"Qwen2.5-Omni-7B-AWQ"},{"conf":"medium","context":"LibriSpeech test-other","model_id":"qwen2-5-omni-7b","org":"Qwen","rank":35,"root":"Qwen/Qwen2.5-Omni-7B","score":3.4,"variant":"Qwen2.5-Omni-7B-GPTQ-Int4"},{"conf":"medium","context":"multilingual librispeech","model_id":null,"org":"primeline","rank":36,"root":"primeline/whisper-large-v3-german","score":3.2,"variant":"whisper-large-v3-turbo-german"},{"conf":"medium","context":"multilingual librispeech","model_id":null,"org":"jimmymeister","rank":37,"root":"primeline/whisper-large-v3-german","score":3.2,"variant":"whisper-large-v3-turbo-german-ct2"},{"conf":"medium","context":"LibriSpeech Other","model_id":null,"org":"soundsgoodai","rank":38,"root":"—","score":3.01,"variant":"Zipformer-cr-ctc-transducer-XL-290M"},{"conf":"medium","context":"LibriSpeech test-clean","model_id":null,"org":"FluidInference","rank":39,"root":"nvidia/parakeet-tdt_ctc-110m","score":3,"variant":"parakeet-tdt-ctc-110m-coreml"},{"conf":"medium","context":"LibriSpeech test.other","model_id":"moss-transcribe-preview-2b","org":"OpenMOSS-Team","rank":40,"root":"OpenMOSS-Team/MOSS-Transcribe-preview-2B","score":2.84,"variant":"MOSS-Transcribe-preview-2B"},{"conf":"medium","context":"LibriSpeech other","model_id":"higgs-audio-v3-stt","org":"bosonai","rank":41,"root":"bosonai/higgs-audio-v3-stt","score":2.8,"variant":"higgs-audio-v3-stt-v2"},{"conf":"medium","context":"LibriSpeech other","model_id":"granite-speech-4-1-2b-nar","org":"handy-computer","rank":42,"root":"ibm-granite/granite-speech-4.1-2b-nar","score":2.75,"variant":"granite-speech-4.1-2b-nar-gguf"},{"conf":"medium","context":"LibriSpeech other","model_id":"granite-speech-4-1-2b-nar","org":"memoravox","rank":43,"root":"ibm-granite/granite-speech-4.1-2b-nar","score":2.75,"variant":"granite-speech-4.1-2b-nar-gguf"},{"conf":"medium","context":"**Voila (with LibriSpeech train split)**","model_id":null,"org":"maitrix-org","rank":44,"root":"—","score":2.7,"variant":"Voila-Tokenizer"},{"conf":"low","context":null,"model_id":null,"org":"primeline","rank":45,"root":"—","score":2.6,"variant":"parakeet-primeline"},{"conf":"medium","context":"LibriSpeech test-other","model_id":"cohere-transcribe-arabic-07-2026","org":"MarkChen1214","rank":46,"root":"CohereLabs/cohere-transcribe-arabic-07-2026","score":2.55,"variant":"cohere-transcribe-arabic-07-2026-MLX-Mixed-2bit3bit4bit"},{"conf":"low","context":null,"model_id":null,"org":"kotoba-tech","rank":47,"root":"—","score":2.4,"variant":"kotoba-whisper-bilingual-v1.0"},{"conf":"medium","context":"LibriSpeech Other","model_id":null,"org":"bosonai","rank":48,"root":"bosonai/higgs-audio-v3-8b","score":2.38,"variant":"higgs-audio-v3-8b-stt-v2"},{"conf":"medium","context":"LibriSpeech Other","model_id":null,"org":"bosonai","rank":49,"root":"bosonai/higgs-audio-v3-8b","score":2.34,"variant":"higgs-audio-v3-8b-stt"},{"conf":"medium","context":"LibriSpeech test-clean","model_id":"nemotron-speech-streaming-en-0-6b","org":"aufklarer","rank":50,"root":"nvidia/nemotron-speech-streaming-en-0.6b","score":2.32,"variant":"Nemotron-Speech-Streaming-0.6B-CoreML-INT8"},{"conf":"medium","context":"librispeech_test.clean","model_id":"vibevoice-asr-hf","org":"microsoft","rank":51,"root":"microsoft/VibeVoice-ASR-HF","score":2.2,"variant":"VibeVoice-ASR-HF"},{"conf":"high","context":"Open","model_id":"lfm2-1-2b","org":"LiquidAI","rank":52,"root":"LiquidAI/LFM2-1.2B","score":2.01,"variant":"LFM2-Audio-1.5B"},{"conf":"medium","context":"Librispeech-clean","model_id":null,"org":"handy-computer","rank":53,"root":"FunAudioLLM/Fun-ASR-MLT-Nano-2512","score":2,"variant":"Fun-ASR-MLT-Nano-2512-gguf"},{"conf":"medium","context":"Librispeech-clean","model_id":null,"org":"handy-computer","rank":54,"root":"FunAudioLLM/Fun-ASR-Nano-2512","score":2,"variant":"Fun-ASR-Nano-2512-gguf"},{"conf":"medium","context":"Librispeech-clean","model_id":null,"org":"FunAudioLLM","rank":55,"root":"FunAudioLLM/Fun-ASR-Nano-2512","score":2,"variant":"Fun-ASR-Nano-2512"},{"conf":"medium","context":"Librispeech-clean","model_id":null,"org":"FunAudioLLM","rank":56,"root":"FunAudioLLM/Fun-ASR-MLT-Nano-2512","score":2,"variant":"Fun-ASR-MLT-Nano-2512"},{"conf":"high","context":"Open","model_id":"lfm2-1-2b","org":"LiquidAI","rank":57,"root":"LiquidAI/LFM2-1.2B","score":1.95,"variant":"LFM2.5-Audio-1.5B"},{"conf":"high","context":"Open","model_id":"lfm2-1-2b","org":"Mungert","rank":58,"root":"LiquidAI/LFM2-1.2B","score":1.95,"variant":"LFM2.5-Audio-1.5B-GGUF"},{"conf":"high","context":null,"model_id":null,"org":"FireRedTeam","rank":59,"root":"—","score":1.93,"variant":"FireRedASR-AED-L"},{"conf":"medium","context":"**LibriSpeech Clean**","model_id":"whisper-large-v3-turbo","org":"TheStageAI","rank":60,"root":"openai/whisper-large-v3-turbo","score":1.83,"variant":"thewhisper-large-v3-turbo"},{"conf":"medium","context":"[LibriSpeech clean](https://huggingface.co/datasets/openslr/librispeech_asr)","model_id":"whisper-large-v3","org":"nyralabs","rank":61,"root":"openai/whisper-large-v3","score":1.74,"variant":"CrisperWhisper"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":62,"root":"nvidia/stt_en_fastconformer_hybrid_large_pc","score":1.74,"variant":"stt_en_fastconformer_hybrid_large_pc"},{"conf":"medium","context":"[LibriSpeech clean](https://huggingface.co/datasets/openslr/librispeech_asr)","model_id":"whisper-large-v3","org":"unsloth","rank":63,"root":"openai/whisper-large-v3","score":1.74,"variant":"CrisperWhisper"},{"conf":"high","context":null,"model_id":"ling-lite","org":"inclusionAI","rank":64,"root":"inclusionAI/Ling-lite","score":1.44,"variant":"Ming-Lite-Omni"},{"conf":"medium","context":"LibriSpeech clean","model_id":"higgs-audio-v3-stt","org":"bosonai","rank":65,"root":"bosonai/higgs-audio-v3-stt","score":1.39,"variant":"higgs-audio-v3-stt-v2"},{"conf":"medium","context":"LibriSpeech Clean","model_id":null,"org":"soundsgoodai","rank":66,"root":"—","score":1.31,"variant":"Zipformer-cr-ctc-transducer-XL-290M"},{"conf":"medium","context":"LibriSpeech clean","model_id":"granite-speech-4-1-2b-nar","org":"handy-computer","rank":67,"root":"ibm-granite/granite-speech-4.1-2b-nar","score":1.29,"variant":"granite-speech-4.1-2b-nar-gguf"},{"conf":"medium","context":"LibriSpeech clean","model_id":"granite-speech-4-1-2b-nar","org":"memoravox","rank":68,"root":"ibm-granite/granite-speech-4.1-2b-nar","score":1.29,"variant":"granite-speech-4.1-2b-nar-gguf"},{"conf":"medium","context":"LibriSpeech Clean","model_id":null,"org":"bosonai","rank":69,"root":"bosonai/higgs-audio-v3-8b","score":1.25,"variant":"higgs-audio-v3-8b-stt-v2"},{"conf":"high","context":"Average on All/Open-source Benchmarks(↓)","model_id":"ming-lite-omni","org":"inclusionAI","rank":70,"root":"inclusionAI/Ming-Lite-Omni","score":1.25,"variant":"Ming-Lite-Omni-1.5"},{"conf":"medium","context":"LibriSpeech Clean","model_id":null,"org":"bosonai","rank":71,"root":"bosonai/higgs-audio-v3-8b","score":1.24,"variant":"higgs-audio-v3-8b-stt"},{"conf":"medium","context":"LibriSpeech test.clean","model_id":"moss-transcribe-preview-2b","org":"OpenMOSS-Team","rank":72,"root":"OpenMOSS-Team/MOSS-Transcribe-preview-2B","score":1.21,"variant":"MOSS-Transcribe-preview-2B"},{"conf":"medium","context":"LibriSpeech test-clean","model_id":"cohere-transcribe-arabic-07-2026","org":"MarkChen1214","rank":73,"root":"CohereLabs/cohere-transcribe-arabic-07-2026","score":1.14,"variant":"cohere-transcribe-arabic-07-2026-MLX-Mixed-2bit3bit4bit"}],"schema_version":"local-ai-registry/v1","source":{"kind":"leaderboard-scrape","paths":["benchmarks/wer-librispeech.html"],"url":"https://huggingface.co/spaces/librispeech"}},"meta":{"source":"registry"}}