Automatic Speech Recognition on LibriSpeech (LS) clean
1.67WERWhisfusion + rerank
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Whisfusion + rerankDecoding Architecture=NAR, Params (B)=2.42025.08 | 1.67 | — | 143.27 | 6.07 | |
| Qwen3-ASR-1.7BDecoding Architecture=AR, Params (B)=2.02025.08 | 1.69 | — | 20.12 | 5.62 | |
| WhisfusionDecoding Architecture=NAR, Params (B)=1.52025.08 | 1.74 | — | 173.45 | 6.55 | |
| Whisper-large-v3Decoding Architecture=AR, Params (B)=1.62025.08 | 1.97 | — | 35.33 | 7.11 | |
| Canary-1b-v2Decoding Architecture=AR, Params (B)=1.02025.08 | 2.09 | — | 47.87 | 6.4 | |
| Whisper-turboDecoding Architecture=AR, Params (B)=0.82025.08 | 2.1 | — | 143.99 | 8.86 | |
| Drax (MBR, 8/16)Decoding Architecture=NAR, Params (B)=1.22025.08 | 2.4 | — | 33.16 | 8.34 | |
| Whisper-LLaDADecoding Architecture=NAR, Params (B)=8.72025.08 | 2.41 | — | 7.92 | 9.82 | |
| OWSM-CTC v3.1Decoding Architecture=NAR, Params (B)=1.02025.08 | 2.46 | — | 665.74 | 8.27 | |
| Seamless ASRBackbone=Seamless2026.01 | 2.7 | 0.9 | — | — | |
| UniAudio 2.0evaluation_setting=Seen-task evaluation2026.02 | 2.7 | — | — | — | |
| SpeechMapper (EuroLLM)Backbone=EuroLLM, Stage=stage 2, Objective=ASR CE2026.01 | 2.9 | 1.1 | — | — | |
| SpeechMapper (Llama 3.1)Backbone=Llama 3.1, Stage=stage 2, Objective=ASR CE2026.01 | 2.9 | 1.2 | — | — | |
| SpeechMapper (EuroLLM)Backbone=EuroLLM, Stage=stage 2, Objective=CE+MSE2026.01 | 3.1 | 1.2 | — | — | |
| MiMo-Audio-7B-Instructevaluation_setting=Seen-task evaluation2026.02 | 3.5 | — | — | — | |
| MMS-allDecoding Architecture=NAR, Params (B)=1.02025.08 | 3.74 | — | 681.21 | 12.93 | |
| Qwen2.5-Omni-7Bevaluation_setting=Seen-task evaluation2026.02 | 3.9 | — | — | — | |
| BEST-IWSLT25-IFBackbone=BEST-IWSLT25-IF2026.01 | 4.2 | 1.7 | — | — | |
| SpeechMapper (Llama 3.1)Backbone=Llama 3.1, Stage=stage 2, Objective=CE+MSE2026.01 | 4.9 | 2.7 | — | — | |
| SpeechMapper (Llama 3.1)Backbone=Llama 3.1, Stage=stage 12026.01 | 9.4 | 6.5 | — | — | |
| SpeechMapper (EuroLLM)Backbone=EuroLLM, Stage=stage 12026.01 | 21.5 | 17.5 | — | — |