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ResearchFormerly WizWand

Automatic Speech Recognition on LS Clean

1.49WERREAD
1.10963.67736.2458.8127Nov 28, 2025Dec 30, 2025Jan 31, 2026Mar 4, 2026Apr 5, 2026May 7, 2026Jun 8, 2026
Updated 4mo ago

Evaluation results

MethodLinks
READCombination Strategy=ROVER integrated with segment-level combination2026.061.49
ROVERStrategy=ROVER baseline2026.061.51
READCombination Strategy=Segment-level2026.061.66
NeMoCategory=Candidate Model2026.061.67
READCombination Strategy=Sentence-level2026.061.67
Qwen2.5-OmniCategory=Candidate Model2026.061.74
Qwen2-AudioType=AR2026.011.8
MinMoType=AR2026.011.8
LFM2-Audio-1.5B# Total Params=1.5B2025.112.03
Qwen-Audio2026.012.04
Phi-4-MultimodalType=AR2026.012.1
Whisper-large-v3-turbo# Total Params=1.5B2025.112.1
SpeechVerse2026.012.1
SALMONN2026.012.1
Qwen2.5-Omni-3B# Total Params=5B2025.112.14
Prompt Projectorprompt=best, tuning=LoRA2026.012.16
Whisper large-v3Category=Candidate Model2026.062.2
E2E-TTS-Stage2Training Stage=22026.062.22
w/o LLMAblation=Without LLM2026.062.23
E2E-TTS-Stage1Training Stage=12026.062.27
Q-Former2026.012.28
Prompt Projectorprompt=best, tuning=frozen2026.012.28
Prompt Projectorprompt=base, tuning=LoRA2026.012.33
Prompt Projectorprompt=base, tuning=frozen2026.012.34
Vanilla LLM-ASRprompt=best, tuning=LoRA2026.012.44
Vanilla LLM-ASRprompt=base, tuning=LoRA2026.012.46
Whisper-large-V32026.062.56
SLM2026.012.6
Vanilla LLM-ASRprompt=best, tuning=frozen2026.012.72
Whisper mediumCategory=Candidate Model2026.062.79
Vanilla LLM-ASRprompt=empty, tuning=frozen2026.012.84
w/o LLM and LFMAblation=Without LLM and LFM2026.062.96
DIFFUSPEECHType=Diff.2026.013
Vanilla LLM-ASRprompt=base, tuning=frozen2026.013.09
SenseVoice-small2026.063.15
Llama-Omni2Type=AR2026.013.5
MoshiType=AR2026.015.5
SpiritLMType=AR2026.016
SpeechGPTType=AR2026.0111