Automatic Speech Recognition on GigaSpeech (test)
8.5WERMiniCPM-o 4.5
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MiniCPM-o 4.5Size=9B2026.04 | 8.5 | — | — | — | |
| Qwen3-OmniSize=30B-A3B2026.04 | 8.7 | — | — | — | |
| Kimi-AudioSize=9B2026.04 | 9.4 | — | — | — | |
| Phi-4-MMModel Type=Omni-LLM2026.01 | 9.78 | — | — | — | |
| Pruned transducer w/ CR-CTC, Zipformer-XLParams (M)=286.62024.10 | 10.03 | — | — | — | |
| CR-CTC/AED, Zipformer-XLParams (M)=315.52024.10 | 10.07 | — | — | — | |
| Hybrid DecodingPatch size K=32025.08 | 10.07 | — | — | 79 | |
| Hybrid DecodingPatch size K=52025.08 | 10.08 | — | — | 85 | |
| Hybrid DecodingPatch size K=12025.08 | 10.09 | — | — | 78 | |
| Hybrid DecodingPatch size K=72025.08 | 10.09 | — | — | 91 | |
| Hybrid DecodingPatch size K=92025.08 | 10.1 | — | — | 96 | |
| Transformer2025.08 | 10.13 | — | — | 194 | |
| Pruned transducer, Zipformer-XLParams (M)=288.22024.10 | 10.2 | — | — | — | |
| Pruned transducer, Zipformer-LParams (M)=148.42024.10 | 10.28 | — | — | — | |
| CR-CTC, Zipformer-XLParams (M)=286.62024.10 | 10.28 | — | — | — | |
| Index-ASR2025.12 | 10.29 | — | — | — | |
| CTC/AED, Zipformer-XLParams (M)=315.52024.10 | 10.33 | — | — | — | |
| CTC/AED, Zipformer-LParams (M)=174.32024.10 | 10.38 | — | — | — | |
| CR-CTC, Zipformer-LParams (M)=1472024.10 | 10.41 | — | — | — | |
| Pruned transducer, Zipformer-MParams (M)=65.62024.10 | 10.42 | — | — | — | |
| CTC/AED, E-Branchformer in ESPnetParams (M)=148.9, Reference=Watanabe et al., 20182024.10 | 10.5 | — | — | — | |
| Interactive ASRInteraction Loop=102026.04 | 10.53 | 57.59 | 1.08 | — | |
| CTC/AED, Conformer in WenetParams (M)=113.2, Reference=Zhang et al., 20222024.10 | 10.6 | — | — | — | |
| CTC/AED, Zipformer-MParams (M)=902024.10 | 10.61 | — | — | — | |
| Interactive ASRInteraction Loop=32026.04 | 10.68 | 57.8 | 2.67 | — | |
| Gemini-2-FlashModel Type=Omni-LLM2026.01 | 10.71 | — | — | — | |
| CR-CTC, Zipformer-MParams (M)=64.32024.10 | 10.72 | — | — | — | |
| CTC/AED, Conformer in ESPnetParams (M)=113.2, Reference=Chen et al., 2021a2024.10 | 10.8 | — | — | — | |
| Interactive ASRInteraction Loop=22026.04 | 10.82 | 58.03 | 3.66 | — | |
| CTC, Zipformer-XLParams (M)=286.62024.10 | 10.87 | — | — | — | |
| Speech-HandsFramework=Qwen2.5-Omni, External Reference=Canary-1b-v22026.01 | 10.87 | — | — | — | |
| Pruned transducer, Zipformer-SParams (M)=23.32024.10 | 10.94 | — | — | — | |
| Interactive ASRInteraction Loop=12026.04 | 11.08 | 58.56 | 6.03 | — | |
| Speech-HandsFramework=Qwen2.5-Omni, External Reference=Parakeet-tdt-0.6b-v32026.01 | 11.1 | — | — | — | |
| CTC, Zipformer-LParams (M)=1472024.10 | 11.16 | — | — | — | |
| Qwen2.5_omniModel Type=Omni-LLM2026.01 | 11.26 | — | — | — | |
| CTC, Zipformer-MParams (M)=64.32024.10 | 11.27 | — | — | — | |
| FireRedASR2025.12 | 11.33 | — | — | — | |
| CTC/AED, Zipformer-SParams (M)=46.32024.10 | 11.39 | — | — | — | |
| Whisper-v2-largeModel Type=ASR model2026.01 | 11.45 | — | — | — | |
| CR-CTC, Zipformer-SParams (M)=22.12024.10 | 11.58 | — | — | — | |
| Canary-1b-v2Model Type=ASR model2026.01 | 11.66 | — | — | — | |
| CTC, Zipformer-SParams (M)=22.12024.10 | 11.95 | — | — | — | |
| GER (Cascaded)Framework=Qwen2.5-Omni, External Reference=Parakeet-tdt-0.6b-v32026.01 | 12.1 | — | — | — | |
| GER (Cascaded)Framework=Qwen2.5-Omni, External Reference=Whisper-v2-large2026.01 | 12.15 | — | — | — | |
| Parakeet-tdt-0.6b-v3Model Type=ASR model2026.01 | 12.24 | — | — | — | |
| Interactive ASRInteraction Loop=02026.04 | 12.25 | 61.17 | 14.12 | — | |
| CTC/AED, TransformerParams (M)=87, Reference=Chen et al., 2021a2024.10 | 12.3 | — | — | — | |
| Speech-HandsFramework=Qwen2.5-Omni, External Reference=Whisper-v2-large2026.01 | 12.37 | — | — | — | |
| GER (Cascaded)Framework=Qwen2.5-Omni, External Reference=Canary-1b-v22026.01 | 12.43 | — | — | — | |
| Step-Audio 2 mini2025.12 | 13.19 | — | — | — | |
| GPT-4o-voiceModel Type=Omni-LLM2026.01 | 13.64 | — | — | — | |
| Whisper2025.12 | 14.45 | — | — | — | |
| TDT2025.08 | 14.55 | — | — | 43 | |
| Kimi-Audio2025.12 | 16.06 | — | — | — |