{"data":{"category":"speech-asr","id":"wer-spgispeech","name":"WER SPGISpeech","rows":[{"conf":"medium","context":"SPGISpeech","model_id":"moonshine-streaming-tiny","org":"UsefulSensors","rank":1,"root":"UsefulSensors/moonshine-streaming-tiny","score":6.16,"variant":"moonshine-streaming-tiny"},{"conf":"medium","context":"SPGISpeech","model_id":"moonshine-streaming-medium","org":"handy-computer","rank":2,"root":"UsefulSensors/moonshine-streaming-medium","score":6.16,"variant":"moonshine-streaming-medium-gguf"},{"conf":"medium","context":"SPGISpeech","model_id":"moonshine-streaming-small","org":"handy-computer","rank":3,"root":"UsefulSensors/moonshine-streaming-small","score":6.16,"variant":"moonshine-streaming-small-gguf"},{"conf":"medium","context":"SPGISpeech","model_id":"moonshine-streaming-medium","org":"UsefulSensors","rank":4,"root":"UsefulSensors/moonshine-streaming-medium","score":6.16,"variant":"moonshine-streaming-medium"},{"conf":"medium","context":"SPGISpeech","model_id":"moonshine-streaming-small","org":"UsefulSensors","rank":5,"root":"UsefulSensors/moonshine-streaming-small","score":6.16,"variant":"moonshine-streaming-small"},{"conf":"medium","context":"SPGISpeech","model_id":"moonshine-streaming-tiny","org":"handy-computer","rank":6,"root":"UsefulSensors/moonshine-streaming-tiny","score":6.16,"variant":"moonshine-streaming-tiny-gguf"},{"conf":"low","context":null,"model_id":"parakeet-tdt-0-6b-v3","org":"handy-computer","rank":7,"root":"nvidia/parakeet-tdt-0.6b-v3","score":3.97,"variant":"parakeet-tdt-0.6b-v3-gguf"},{"conf":"low","context":null,"model_id":"parakeet-tdt-0-6b-v3","org":"nvidia","rank":8,"root":"nvidia/parakeet-tdt-0.6b-v3","score":3.97,"variant":"parakeet-tdt-0.6b-v3"},{"conf":"high","context":null,"model_id":"granite-4-0-1b-base","org":"ibm-granite","rank":9,"root":"ibm-granite/granite-4.0-1b-base","score":3.89,"variant":"granite-4.0-1b-speech"},{"conf":"low","context":null,"model_id":"granite-4-0-1b-speech","org":"handy-computer","rank":10,"root":"ibm-granite/granite-4.0-1b-speech","score":3.89,"variant":"granite-4.0-1b-speech-gguf"},{"conf":"low","context":null,"model_id":"granite-4-0-1b-speech","org":"onnx-community","rank":11,"root":"ibm-granite/granite-4.0-1b-speech","score":3.89,"variant":"granite-4.0-1b-speech-ONNX"},{"conf":"medium","context":"spgispeech_test","model_id":"vibevoice-asr-hf","org":"microsoft","rank":12,"root":"microsoft/VibeVoice-ASR-HF","score":3.8,"variant":"VibeVoice-ASR-HF"},{"conf":"high","context":null,"model_id":"granite-4-0-1b-base","org":"ibm-granite","rank":13,"root":"ibm-granite/granite-4.0-1b-base","score":3.78,"variant":"granite-speech-4.1-2b-plus"},{"conf":"low","context":null,"model_id":"parakeet-ctc-0-6b","org":"handy-computer","rank":14,"root":"nvidia/parakeet-ctc-0.6b","score":3.76,"variant":"parakeet-ctc-0.6b-gguf"},{"conf":"low","context":null,"model_id":"parakeet-ctc-0-6b","org":"nvidia","rank":15,"root":"nvidia/parakeet-ctc-0.6b","score":3.76,"variant":"parakeet-ctc-0.6b"},{"conf":"medium","context":"SPGISpeech","model_id":"higgs-audio-v3-stt","org":"bosonai","rank":16,"root":"bosonai/higgs-audio-v3-stt","score":3.76,"variant":"higgs-audio-v3-stt-v2"},{"conf":"low","context":null,"model_id":"granite-speech-4-1-2b-plus","org":"handy-computer","rank":17,"root":"ibm-granite/granite-speech-4.1-2b-plus","score":3.72,"variant":"granite-speech-4.1-2b-plus-gguf"},{"conf":"low","context":null,"model_id":"granite-speech-4-1-2b-plus","org":"memoravox","rank":18,"root":"ibm-granite/granite-speech-4.1-2b-plus","score":3.72,"variant":"granite-speech-4.1-2b-plus-gguf"},{"conf":"medium","context":"SPGISpeech","model_id":null,"org":"bosonai","rank":19,"root":"bosonai/higgs-audio-v3-8b","score":3.6,"variant":"higgs-audio-v3-8b-stt-v2"},{"conf":"low","context":null,"model_id":"parakeet-ctc-1-1b","org":"nvidia","rank":20,"root":"nvidia/parakeet-ctc-1.1b","score":3.54,"variant":"parakeet-ctc-1.1b"},{"conf":"low","context":null,"model_id":"parakeet-ctc-1-1b","org":"handy-computer","rank":21,"root":"nvidia/parakeet-ctc-1.1b","score":3.54,"variant":"parakeet-ctc-1.1b-gguf"},{"conf":"medium","context":"SPGISpeech","model_id":null,"org":"bosonai","rank":22,"root":"bosonai/higgs-audio-v3-8b","score":3.14,"variant":"higgs-audio-v3-8b-stt"},{"conf":"low","context":null,"model_id":"parakeet-rnnt-0-6b","org":"nvidia","rank":23,"root":"nvidia/parakeet-rnnt-0.6b","score":3.06,"variant":"parakeet-rnnt-0.6b"},{"conf":"low","context":null,"model_id":"parakeet-rnnt-0-6b","org":"handy-computer","rank":24,"root":"nvidia/parakeet-rnnt-0.6b","score":3.06,"variant":"parakeet-rnnt-0.6b-gguf"},{"conf":"low","context":null,"model_id":"parakeet-rnnt-0-6b","org":"memoravox","rank":25,"root":"nvidia/parakeet-rnnt-0.6b","score":3.06,"variant":"parakeet-rnnt-0.6b-gguf"},{"conf":"medium","context":"SPGISpeech","model_id":"granite-speech-4-1-2b-nar","org":"handy-computer","rank":26,"root":"ibm-granite/granite-speech-4.1-2b-nar","score":3.04,"variant":"granite-speech-4.1-2b-nar-gguf"},{"conf":"medium","context":"SPGISpeech","model_id":"granite-speech-4-1-2b-nar","org":"memoravox","rank":27,"root":"ibm-granite/granite-speech-4.1-2b-nar","score":3.04,"variant":"granite-speech-4.1-2b-nar-gguf"},{"conf":"medium","context":"SPGI Speech","model_id":"nemotron-speech-streaming-en-0-6b","org":"aufklarer","rank":28,"root":"nvidia/nemotron-speech-streaming-en-0.6b","score":2.97,"variant":"Nemotron-Speech-Streaming-0.6B-CoreML-INT8"},{"conf":"high","context":null,"model_id":null,"org":"Audio8","rank":29,"root":"—","score":2.89,"variant":"ARK-ASR-0.6B"},{"conf":"high","context":"Open","model_id":"lfm2-1-2b","org":"LiquidAI","rank":30,"root":"LiquidAI/LFM2-1.2B","score":2.76,"variant":"LFM2.5-Audio-1.5B"},{"conf":"high","context":"Open","model_id":"lfm2-1-2b","org":"Mungert","rank":31,"root":"LiquidAI/LFM2-1.2B","score":2.76,"variant":"LFM2.5-Audio-1.5B-GGUF"},{"conf":"high","context":null,"model_id":"qwen3-asr-0-6b-hf","org":"Qwen","rank":32,"root":"Qwen/Qwen3-ASR-0.6B-hf","score":2.74,"variant":"Qwen3-ASR-0.6B-hf"},{"conf":"high","context":null,"model_id":"qwen3-asr-0-6b","org":"bezzam","rank":33,"root":"Qwen/Qwen3-ASR-0.6B","score":2.74,"variant":"Qwen3-ASR-0.6B-hf"},{"conf":"medium","context":"[SPGISpeech](https://huggingface.co/datasets/kensho/spgispeech)","model_id":"whisper-large-v3","org":"nyralabs","rank":34,"root":"openai/whisper-large-v3","score":2.71,"variant":"CrisperWhisper"},{"conf":"medium","context":"[SPGISpeech](https://huggingface.co/datasets/kensho/spgispeech)","model_id":"whisper-large-v3","org":"unsloth","rank":35,"root":"openai/whisper-large-v3","score":2.71,"variant":"CrisperWhisper"},{"conf":"low","context":null,"model_id":null,"org":"handy-computer","rank":36,"root":"nvidia/parakeet-tdt-1.1b","score":2.62,"variant":"parakeet-tdt-1.1b-gguf"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":37,"root":"nvidia/parakeet-tdt-1.1b","score":2.62,"variant":"parakeet-tdt-1.1b"},{"conf":"high","context":null,"model_id":"qwen3-asr-1-7b-hf","org":"Qwen","rank":38,"root":"Qwen/Qwen3-ASR-1.7B-hf","score":2.58,"variant":"Qwen3-ASR-1.7B-hf"},{"conf":"high","context":null,"model_id":"qwen3-asr-1-7b","org":"bezzam","rank":39,"root":"Qwen/Qwen3-ASR-1.7B","score":2.58,"variant":"Qwen3-ASR-1.7B-hf"},{"conf":"low","context":null,"model_id":null,"org":"handy-computer","rank":40,"root":"nvidia/parakeet-tdt_ctc-110m","score":2.54,"variant":"parakeet-tdt_ctc-110m-gguf"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":41,"root":"nvidia/parakeet-tdt_ctc-110m","score":2.54,"variant":"parakeet-tdt_ctc-110m"},{"conf":"low","context":null,"model_id":"parakeet-rnnt-1-1b","org":"handy-computer","rank":42,"root":"nvidia/parakeet-rnnt-1.1b","score":2.47,"variant":"parakeet-rnnt-1.1b-gguf"},{"conf":"low","context":null,"model_id":"parakeet-rnnt-1-1b","org":"nvidia","rank":43,"root":"nvidia/parakeet-rnnt-1.1b","score":2.47,"variant":"parakeet-rnnt-1.1b"},{"conf":"high","context":null,"model_id":"ark-asr-3b","org":"Audio8","rank":44,"root":"AutoArk-AI/ARK-ASR-3B","score":2.46,"variant":"ARK-ASR-3B"},{"conf":"low","context":null,"model_id":null,"org":"handy-computer","rank":45,"root":"nvidia/parakeet-tdt_ctc-1.1b","score":2.24,"variant":"parakeet-tdt_ctc-1.1b-gguf"},{"conf":"low","context":null,"model_id":null,"org":"nvidia","rank":46,"root":"nvidia/parakeet-tdt_ctc-1.1b","score":2.24,"variant":"parakeet-tdt_ctc-1.1b"},{"conf":"high","context":null,"model_id":null,"org":"nvidia","rank":47,"root":"nvidia/parakeet-tdt-0.6b-v2","score":2.17,"variant":"parakeet-tdt-0.6b-v2"},{"conf":"high","context":null,"model_id":null,"org":"handy-computer","rank":48,"root":"nvidia/parakeet-tdt-0.6b-v2","score":2.17,"variant":"parakeet-tdt-0.6b-v2-gguf"},{"conf":"medium","context":"**SPGISpeech**","model_id":"whisper-large-v3-turbo","org":"TheStageAI","rank":49,"root":"openai/whisper-large-v3-turbo","score":1.92,"variant":"thewhisper-large-v3-turbo"},{"conf":"medium","context":"SPGISpeech","model_id":null,"org":"soundsgoodai","rank":50,"root":"—","score":1.64,"variant":"Zipformer-cr-ctc-transducer-XL-290M"},{"conf":"medium","context":"SPGISpeech","model_id":"moss-transcribe-preview-2b","org":"OpenMOSS-Team","rank":51,"root":"OpenMOSS-Team/MOSS-Transcribe-preview-2B","score":1.63,"variant":"MOSS-Transcribe-preview-2B"}],"schema_version":"local-ai-registry/v1","source":{"kind":"leaderboard-scrape","paths":["benchmarks/wer-spgispeech.html"],"url":"https://huggingface.co/spaces/spgispeech"}},"meta":{"source":"registry"}}