| 1 | distil-large-v3 | distil-whisper/distil-large-v3 | distil-whisper | 100.0 | medium | [AMI](https://huggingface.co/datasets/edinburghcstr/ami) |
| 2 | granite-speech-3.3-2b | ibm-granite/granite-3.3-2b-instruct | ibm-granite | 100.0 | medium | AMI English |
| 3 | granite-speech-4.1-2b | ibm-granite/granite-4.0-1b-base | ibm-granite | 100.0 | medium | AMI English |
| 4 | granite-4.0-1b-speech | ibm-granite/granite-4.0-1b-base | ibm-granite | 100.0 | medium | AMI English |
| 5 | granite-speech-3.3-8b | ibm-granite/granite-3.3-8b-instruct | ibm-granite | 100.0 | medium | AMI English |
| 6 | granite-speech-4.1-2b-gguf | ibm-granite/granite-speech-4.1-2b | handy-computer | 100.0 | medium | AMI English |
| 7 | granite-speech-3.2-8b | ibm-granite/granite-3.2-8b-instruct | ibm-granite | 100.0 | medium | AMI |
| 8 | granite-4.0-1b-speech-gguf | ibm-granite/granite-4.0-1b-speech | handy-computer | 100.0 | medium | AMI English |
| 9 | distil-small.en | distil-whisper/distil-small.en | distil-whisper | 100.0 | medium | [AMI](https://huggingface.co/datasets/edinburghcstr/ami) |
| 10 | distil-medium.en | — | distil-whisper | 100.0 | medium | [AMI](https://huggingface.co/datasets/edinburghcstr/ami) |
| 11 | distil-large-v2 | distil-whisper/distil-large-v3 | distil-whisper | 100.0 | medium | [AMI](https://huggingface.co/datasets/edinburghcstr/ami) |
| 12 | Whisper-Medicalv1 | — | Crystalcareai | 100.0 | medium | [AMI](https://huggingface.co/datasets/edinburghcstr/ami) |
| 13 | granite-4.0-1b-speech-ONNX | ibm-granite/granite-4.0-1b-speech | onnx-community | 100.0 | medium | AMI English |
| 14 | granite-speech-4.1-2b-gguf | ibm-granite/granite-speech-4.1-2b | memoravox | 100.0 | medium | AMI English |
| 15 | Frame_VAD_Multilingual_MarbleNet_v2.0 | nvidia/Frame_VAD_Multilingual_MarbleNet_v2.0 | nvidia | 96.25 | medium | AMI-test |
| 16 | CrisperWhisper | openai/whisper-large-v3 | nyralabs | 79.0 | medium | [AMI IHM](https://groups.inf.ed.ac.uk/ami/corpus/) |
| 17 | CrisperWhisper | openai/whisper-large-v3 | unsloth | 79.0 | medium | [AMI IHM](https://groups.inf.ed.ac.uk/ami/corpus/) |
| 18 | Zipformer-cr-ctc-transducer-XL-290M | — | soundsgoodai | 78.0 | medium | AMI Meeting Corpus |
| 19 | segmentation | — | pyannote | 68.4 | medium | AMI Mix-Headset |
| 20 | pyannote-segmentation | — | philschmid | 68.4 | medium | AMI Mix-Headset |
| 21 | segmentation | — | drewThomasson | 68.4 | medium | AMI Mix-Headset |
| 22 | multitalker-parakeet-streaming-0.6b-v1-gguf | nvidia/multitalker-parakeet-streaming-0.6b-v1 | handy-computer | 40.0 | medium | **AMI SDM** |
| 23 | multitalker-parakeet-streaming-0.6b-v1 | nvidia/multitalker-parakeet-streaming-0.6b-v1 | nvidia | 40.0 | medium | **AMI SDM** |
| 24 | tiron | — | Trelis | 39.49 | medium | AMI (4 meetings) |
| 25 | tiron | — | Trelis | 35.24 | medium | |
| 26 | speaker-diarization | — | pyannote | 27.12 | medium | [AMI (*array1, channel 1,*](https://groups.inf.ed.ac.uk/ami/corpus/) [*only_words)*](https://github.com/BUTSpeechFIT/AMI-diarization-setup) |
| 27 | VibeVoice-ASR-BitNet | microsoft/VibeVoice-ASR-BitNet | microsoft | 24.18 | medium | AMI-sdm |
| 28 | speaker-diarization-community-1 | pyannote/speaker-diarization-community-1 | pyannote | 22.7 | medium | [AMI](https://groups.inf.ed.ac.uk/ami/corpus/) (SDM) |
| 29 | speaker-diarization-community-1 | pyannote/speaker-diarization-community-1 | pyannote-community | 22.7 | medium | [AMI](https://groups.inf.ed.ac.uk/ami/corpus/) (SDM) |
| 30 | speaker-detection | — | aTrain-core | 22.7 | medium | [AMI](https://groups.inf.ed.ac.uk/ami/corpus/) (SDM) |
| 31 | verba-diarization-v1 | — | iyk89 | 22.7 | medium | [AMI](https://groups.inf.ed.ac.uk/ami/corpus/) (SDM) |
| 32 | speaker-diarization-3.1 | — | pyannote | 22.4 | medium | [AMI (_array1, channel 1,_](https://groups.inf.ed.ac.uk/ami/corpus/) [_only_words)_](https://github.com/BUTSpeechFIT/AMI-diarization-setup) |
| 33 | speaker-diarization-3.1 | — | fatymatariq | 22.4 | medium | [AMI (_array1, channel 1,_](https://groups.inf.ed.ac.uk/ami/corpus/) [_only_words)_](https://github.com/BUTSpeechFIT/AMI-diarization-setup) |
| 34 | diarizen-wavlm-large-s80-md-v2 | — | BUT-FIT | 22.4 | medium | AMI |
| 35 | speaker-diarization-3.1 | — | tensorlake | 22.4 | medium | [AMI (_array1, channel 1,_](https://groups.inf.ed.ac.uk/ami/corpus/) [_only_words)_](https://github.com/BUTSpeechFIT/AMI-diarization-setup) |
| 36 | diarizen-wavlm-large-s80-md | — | BUT-FIT | 22.4 | medium | AMI |
| 37 | pyannote-speaker-diarization-31 | — | collinbarnwell | 22.4 | medium | [AMI (_array1, channel 1,_](https://groups.inf.ed.ac.uk/ami/corpus/) [_only_words)_](https://github.com/BUTSpeechFIT/AMI-diarization-setup) |
| 38 | speaker-diarization-optimized | — | G-Root | 22.4 | medium | [AMI (_array1, channel 1,_](https://groups.inf.ed.ac.uk/ami/corpus/) [_only_words)_](https://github.com/BUTSpeechFIT/AMI-diarization-setup) |
| 39 | diar_streaming_sortformer_4spk-v2.1 | nvidia/diar_streaming_sortformer_4spk-v2.1 | nvidia | 22.39 | high | |
| 40 | speaker-diarization-3.0 | — | pyannote | 22.2 | medium | [AMI (*array1, channel 1,*](https://groups.inf.ed.ac.uk/ami/corpus/) [*only_words)*](https://github.com/BUTSpeechFIT/AMI-diarization-setup) |
| 41 | SE-DiCoW | — | BUT-FIT | 21.4 | medium | **AMI (SDM)** |
| 42 | DiCoW_v3_3 | openai/whisper-large-v3-turbo | BUT-FIT | 21.4 | medium | **AMI (SDM)** |
| 43 | multitalker-parakeet-streaming-0.6b-v1-gguf | nvidia/multitalker-parakeet-streaming-0.6b-v1 | handy-computer | 21.26 | low | |
| 44 | multitalker-parakeet-streaming-0.6b-v1 | nvidia/multitalker-parakeet-streaming-0.6b-v1 | nvidia | 21.26 | low | |
| 45 | moonshine-streaming-tiny | UsefulSensors/moonshine-streaming-tiny | UsefulSensors | 19.03 | medium | AMI |
| 46 | moonshine-streaming-medium-gguf | UsefulSensors/moonshine-streaming-medium | handy-computer | 19.03 | medium | AMI |
| 47 | moonshine-streaming-small-gguf | UsefulSensors/moonshine-streaming-small | handy-computer | 19.03 | medium | AMI |
| 48 | moonshine-streaming-medium | UsefulSensors/moonshine-streaming-medium | UsefulSensors | 19.03 | medium | AMI |
| 49 | moonshine-streaming-small | UsefulSensors/moonshine-streaming-small | UsefulSensors | 19.03 | medium | AMI |
| 50 | moonshine-streaming-tiny-gguf | UsefulSensors/moonshine-streaming-tiny | handy-computer | 19.03 | medium | AMI |
| 51 | speaker-diarization-3.0 | — | pyannote | 19.0 | medium | [AMI (*headset mix,*](https://groups.inf.ed.ac.uk/ami/corpus/) [*only_words*)](https://github.com/BUTSpeechFIT/AMI-diarization-setup) |
| 52 | speaker-diarization | — | pyannote | 18.91 | medium | [AMI (*headset mix,*](https://groups.inf.ed.ac.uk/ami/corpus/) [*only_words*)](https://github.com/BUTSpeechFIT/AMI-diarization-setup) |
| 53 | speaker-diarization-3.1 | — | pyannote | 18.8 | medium | [AMI (_headset mix,_](https://groups.inf.ed.ac.uk/ami/corpus/) [_only_words_)](https://github.com/BUTSpeechFIT/AMI-diarization-setup) |
| 54 | speaker-diarization-community-1 | pyannote/speaker-diarization-community-1 | pyannote | 18.8 | medium | [AMI](https://groups.inf.ed.ac.uk/ami/corpus/) (IHM) |
| 55 | speaker-diarization-community-1 | pyannote/speaker-diarization-community-1 | pyannote-community | 18.8 | medium | [AMI](https://groups.inf.ed.ac.uk/ami/corpus/) (IHM) |
| 56 | speaker-diarization-3.1 | — | fatymatariq | 18.8 | medium | [AMI (_headset mix,_](https://groups.inf.ed.ac.uk/ami/corpus/) [_only_words_)](https://github.com/BUTSpeechFIT/AMI-diarization-setup) |
| 57 | speaker-diarization-3.1 | — | tensorlake | 18.8 | medium | [AMI (_headset mix,_](https://groups.inf.ed.ac.uk/ami/corpus/) [_only_words_)](https://github.com/BUTSpeechFIT/AMI-diarization-setup) |
| 58 | speaker-detection | — | aTrain-core | 18.8 | medium | [AMI](https://groups.inf.ed.ac.uk/ami/corpus/) (IHM) |
| 59 | pyannote-speaker-diarization-31 | — | collinbarnwell | 18.8 | medium | [AMI (_headset mix,_](https://groups.inf.ed.ac.uk/ami/corpus/) [_only_words_)](https://github.com/BUTSpeechFIT/AMI-diarization-setup) |
| 60 | speaker-diarization-optimized | — | G-Root | 18.8 | medium | [AMI (_headset mix,_](https://groups.inf.ed.ac.uk/ami/corpus/) [_only_words_)](https://github.com/BUTSpeechFIT/AMI-diarization-setup) |
| 61 | verba-diarization-v1 | — | iyk89 | 18.8 | medium | [AMI](https://groups.inf.ed.ac.uk/ami/corpus/) (IHM) |
| 62 | parakeet-rnnt-0.6b | nvidia/parakeet-rnnt-0.6b | nvidia | 17.55 | low | |
| 63 | parakeet-rnnt-0.6b-gguf | nvidia/parakeet-rnnt-0.6b | handy-computer | 17.55 | low | |
| 64 | parakeet-rnnt-0.6b-gguf | nvidia/parakeet-rnnt-0.6b | memoravox | 17.55 | low | |
| 65 | VibeVoice-ASR-BitNet | microsoft/VibeVoice-ASR-BitNet | microsoft | 17.42 | medium | AMI-ihm |
| 66 | parakeet-rnnt-1.1b-gguf | nvidia/parakeet-rnnt-1.1b | handy-computer | 17.1 | low | |
| 67 | parakeet-rnnt-1.1b | nvidia/parakeet-rnnt-1.1b | nvidia | 17.1 | low | |
| 68 | kotoba-whisper-bilingual-v1.0 | — | kotoba-tech | 16.7 | low | |
| 69 | parakeet-ctc-0.6b-gguf | nvidia/parakeet-ctc-0.6b | handy-computer | 16.3 | low | |
| 70 | parakeet-ctc-0.6b | nvidia/parakeet-ctc-0.6b | nvidia | 16.3 | low | |
| 71 | canary-1b-v2-gguf | nvidia/canary-1b-v2 | handy-computer | 16.01 | low | |
| 72 | canary-1b-v2 | nvidia/canary-1b-v2 | nvidia | 16.01 | low | |
| 73 | canary-1b-v2-gguf | nvidia/canary-1b-v2 | memoravox | 16.01 | low | |
| 74 | diar_streaming_sortformer_4spk-v2.1 | nvidia/diar_streaming_sortformer_4spk-v2.1 | nvidia | 16.0 | medium | **AMI Test** |
| 75 | parakeet-tdt_ctc-1.1b-gguf | nvidia/parakeet-tdt_ctc-1.1b | handy-computer | 15.94 | low | |
| 76 | parakeet-tdt_ctc-1.1b | nvidia/parakeet-tdt_ctc-1.1b | nvidia | 15.94 | low | |
| 77 | parakeet-tdt-1.1b-gguf | nvidia/parakeet-tdt-1.1b | handy-computer | 15.9 | low | |
| 78 | parakeet-tdt-1.1b | nvidia/parakeet-tdt-1.1b | nvidia | 15.9 | low | |
| 79 | parakeet-tdt_ctc-110m-gguf | nvidia/parakeet-tdt_ctc-110m | handy-computer | 15.88 | low | |
| 80 | parakeet-tdt_ctc-110m | nvidia/parakeet-tdt_ctc-110m | nvidia | 15.88 | low | |
| 81 | parakeet-tdt-ctc-110m-coreml | nvidia/parakeet-tdt_ctc-110m | FluidInference | 15.88 | medium | AMI |
| 82 | LFM2.5-Audio-1.5B | LiquidAI/LFM2-1.2B | LiquidAI | 15.63 | high | Open |
| 83 | LFM2.5-Audio-1.5B-GGUF | LiquidAI/LFM2-1.2B | Mungert | 15.63 | high | Open |
| 84 | parakeet-ctc-1.1b | nvidia/parakeet-ctc-1.1b | nvidia | 15.62 | low | |
| 85 | parakeet-ctc-1.1b-gguf | nvidia/parakeet-ctc-1.1b | handy-computer | 15.62 | low | |
| 86 | parakeet_realtime_eou_120m-v1 | nvidia/parakeet_realtime_eou_120m-v1 | nvidia | 15.62 | low | |
| 87 | LFM2-Audio-1.5B | LiquidAI/LFM2-1.2B | LiquidAI | 15.58 | high | Open |
| 88 | canary-180m-flash-gguf | nvidia/canary-180m-flash | handy-computer | 14.86 | low | |
| 89 | canary-180m-flash | nvidia/canary-180m-flash | nvidia | 14.86 | low | |
| 90 | Voxtral-Mini-4B-Realtime-2602 | mistralai/Ministral-3-3B-Base-2512 | mistralai | 14.43 | low | GigaSpeech 2k Subset | GISpeech 2k Subset |
| 91 | Voxtral-Mini-4B-Realtime-2602-gguf | mistralai/Voxtral-Mini-4B-Realtime-2602 | handy-computer | 14.43 | low | GigaSpeech 2k Subset | GISpeech 2k Subset |
| 92 | Voxtral-Mini-4B-Realtime-2602-ONNX | mistralai/Voxtral-Mini-4B-Realtime-2602 | onnx-community | 14.43 | low | GigaSpeech 2k Subset | GISpeech 2k Subset |
| 93 | Voxtral-Mini-4B-Realtime-2602 | mistralai/Ministral-3-3B-Base-2512 | suleimanelkhoury | 14.43 | low | GigaSpeech 2k Subset | GISpeech 2k Subset |
| 94 | Voxtral-Mini-4B-Realtime-2602-GGUF | mistralai/Ministral-3-3B-Base-2512 | Bercraft | 14.43 | low | GigaSpeech 2k Subset | GISpeech 2k Subset |
| 95 | Voxtral-Mini-4B-Realtime-2602-gguf | mistralai/Voxtral-Mini-4B-Realtime-2602 | memoravox | 14.43 | low | GigaSpeech 2k Subset | GISpeech 2k Subset |
| 96 | canary-1b-flash-gguf | nvidia/canary-1b-flash | handy-computer | 13.11 | low | |
| 97 | canary-1b-flash | nvidia/canary-1b-flash | nvidia | 13.11 | low | |
| 98 | canary-1b-flash-gguf | nvidia/canary-1b-flash | memoravox | 13.11 | low | |
| 99 | nemotron-speech-streaming-en-0.6b | nvidia/nemotron-speech-streaming-en-0.6b | nvidia | 11.73 | low | |
| 100 | nemotron-speech-streaming-en-0.6b-gguf | nvidia/nemotron-speech-streaming-en-0.6b | handy-computer | 11.73 | low | |
| 101 | Nemotron-Speech-Streaming-0.6B-CoreML-INT8 | nvidia/nemotron-speech-streaming-en-0.6b | aufklarer | 11.73 | medium | AMI |
| 102 | nemotron-speech-streaming-en-0.6b-gguf | nvidia/nemotron-speech-streaming-en-0.6b | memoravox | 11.73 | low | |
| 103 | ARK-ASR-0.6B | — | Audio8 | 11.54 | high | |
| 104 | parakeet-tdt-0.6b-v3-gguf | nvidia/parakeet-tdt-0.6b-v3 | handy-computer | 11.31 | low | |
| 105 | parakeet-tdt-0.6b-v3 | nvidia/parakeet-tdt-0.6b-v3 | nvidia | 11.31 | low | |
| 106 | Zipformer-cr-ctc-transducer-XL-290M | — | soundsgoodai | 11.3 | medium | AMI |
| 107 | parakeet-tdt-0.6b-v2 | nvidia/parakeet-tdt-0.6b-v2 | nvidia | 11.16 | high | |
| 108 | parakeet-tdt-0.6b-v2-gguf | nvidia/parakeet-tdt-0.6b-v2 | handy-computer | 11.16 | high | |
| 109 | Qwen3-ASR-0.6B-hf | Qwen/Qwen3-ASR-0.6B-hf | Qwen | 10.57 | high | |
| 110 | Qwen3-ASR-0.6B-hf | Qwen/Qwen3-ASR-0.6B | bezzam | 10.57 | high | |
| 111 | canary-qwen-2.5b | nvidia/canary-1b-flash | nvidia | 10.18 | low | |
| 112 | canary-qwen-2.5b-gguf | nvidia/canary-qwen-2.5b | handy-computer | 10.18 | low | |
| 113 | higgs-audio-v3-8b-stt-v2 | bosonai/higgs-audio-v3-8b | bosonai | 10.14 | medium | AMI |
| 114 | higgs-audio-v3-stt-v2 | bosonai/higgs-audio-v3-stt | bosonai | 10.03 | medium | AMI |
| 115 | thewhisper-large-v3-turbo | openai/whisper-large-v3-turbo | TheStageAI | 9.6 | medium | **AMI** |
| 116 | Qwen3-ASR-1.7B-hf | Qwen/Qwen3-ASR-1.7B-hf | Qwen | 9.26 | high | |
| 117 | Qwen3-ASR-1.7B-hf | Qwen/Qwen3-ASR-1.7B | bezzam | 9.26 | high | |
| 118 | ARK-ASR-3B | AutoArk-AI/ARK-ASR-3B | Audio8 | 8.79 | high | |
| 119 | CrisperWhisper | openai/whisper-large-v3 | nyralabs | 8.72 | medium | [AMI](https://huggingface.co/datasets/edinburghcstr/ami) |
| 120 | CrisperWhisper | openai/whisper-large-v3 | unsloth | 8.72 | medium | [AMI](https://huggingface.co/datasets/edinburghcstr/ami) |
| 121 | distil-large-v3.5 | distil-whisper/distil-large-v3.5 | distil-whisper | 8.68 | medium | AMI |
| 122 | granite-speech-4.1-2b-plus-gguf | ibm-granite/granite-speech-4.1-2b-plus | handy-computer | 8.63 | low | |
| 123 | granite-speech-4.1-2b-plus-gguf | ibm-granite/granite-speech-4.1-2b-plus | memoravox | 8.63 | low | |
| 124 | granite-4.0-1b-speech | ibm-granite/granite-4.0-1b-base | ibm-granite | 8.44 | high | |
| 125 | granite-4.0-1b-speech-gguf | ibm-granite/granite-4.0-1b-speech | handy-computer | 8.44 | low | |
| 126 | granite-4.0-1b-speech-ONNX | ibm-granite/granite-4.0-1b-speech | onnx-community | 8.44 | low | |
| 127 | MOSS-Transcribe-preview-2B | OpenMOSS-Team/MOSS-Transcribe-preview-2B | OpenMOSS-Team | 8.37 | medium | AMI |
| 128 | granite-speech-4.1-2b-plus | ibm-granite/granite-4.0-1b-base | ibm-granite | 8.09 | high | |
| 129 | higgs-audio-v3-8b-stt | bosonai/higgs-audio-v3-8b | bosonai | 6.23 | medium | AMI |
| 130 | speakerverification_en_titanet_large | nvidia/speakerverification_en_titanet_large | nvidia | 2.03 | low | |