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ResearchFormerly WizWand

Multi-talker Automatic Speech Recognition on Libri3Mix Noisy (eval)

17.1WERID-30.D
16.2222.1628.134.04Mar 11, 2026Mar 13, 2026Mar 16, 2026Mar 19, 2026Mar 22, 2026Mar 25, 2026Mar 28, 2026
Updated 7mo ago

Evaluation results

MethodLinks
ID-30.DLLM usage=With LLMs2026.0317.1
ID-20.DLLM usage=With LLMs2026.0318
w/o decoder: CTCLLM Usage=Without LLMs, Encoder=SSL2026.0323.6
GEncSep w/o decoderLLM usage=Without LLMs, SSL for speech encoder=true, Alignment protocol=serialized CTC2026.0323.6
ID-8LLM Usage=With LLMs2026.0324.5
GEncSepLLM Usage=Without LLMs, Encoder=SSL2026.0325.9
GEncSepLLM usage=Without LLMs, SSL for speech encoder=true2026.0325.9
UMELLM usage=Without LLMs, SSL for speech encoder=true2026.0327.1
SOP-Llama-3BLLM Usage=With LLMs2026.0328.1
SOP-Llama-3BLLM usage=With LLMs, Backbone=Llama-3B, Protocol=SOP2026.0328.1
Training from ScratchLLM Usage=Without LLMs, Encoder=SSL2026.0328.2
Training from ScratchLLM usage=Without LLMs, SSL for speech encoder=true2026.0328.2
SOP-Llama-1BLLM Usage=With LLMs2026.0328.5
SOP-Llama-1BLLM usage=With LLMs, Backbone=Llama-1B, Protocol=SOP2026.0328.5
SOT-Llama-3BLLM Usage=With LLMs2026.0331.7
SOT-Llama-3BLLM usage=With LLMs, Backbone=Llama-3B, Protocol=SOT2026.0331.7
HCMLLM usage=Without LLMs, SSL for speech encoder=true2026.0336.3
SOT-Llama-1BLLM Usage=With LLMs2026.0339.1
SOT-Llama-1BLLM usage=With LLMs, Backbone=Llama-1B, Protocol=SOT2026.0339.1