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Multi-talker Automatic Speech Recognition on Libri2Mix Clean (dev)

3WERID-30.D
2.8124.0815.356.619Mar 11, 2026Mar 13, 2026Mar 16, 2026Mar 19, 2026Mar 22, 2026Mar 25, 2026Mar 28, 2026

Evaluation results

MethodLinks
ID-30.DLLM usage=With LLMs2026.033
SOP-Llama-3BLLM Usage=With LLMs2026.033.5
SOP-Llama-3BLLM usage=With LLMs, Backbone=Llama-3B, Protocol=SOP2026.033.5
ID-20.DLLM usage=With LLMs2026.033.8
SOP-Llama-1BLLM Usage=With LLMs2026.033.9
SOP-Llama-1BLLM usage=With LLMs, Backbone=Llama-1B, Protocol=SOP2026.033.9
SOT-Llama-3BLLM Usage=With LLMs2026.034
ID-8LLM Usage=With LLMs2026.034
SOT-Llama-3BLLM usage=With LLMs, Backbone=Llama-3B, Protocol=SOT2026.034
SOT-Llama-1BLLM Usage=With LLMs2026.034.6
SOT-Llama-1BLLM usage=With LLMs, Backbone=Llama-1B, Protocol=SOT2026.034.6
w/o decoder: CTCLLM Usage=Without LLMs, Encoder=SSL2026.036
GEncSep w/o decoderLLM usage=Without LLMs, SSL for speech encoder=true, Alignment protocol=serialized CTC2026.036
GEncSepLLM Usage=Without LLMs, Encoder=SSL2026.036.4
GEncSepLLM usage=Without LLMs, SSL for speech encoder=true2026.036.4
C-HuBERT LARGELLM Usage=Without LLMs, Encoder=SSL2026.036.6
C-HuBERT LARGELLM usage=Without LLMs, SSL for speech encoder=true2026.036.6
Training from ScratchLLM Usage=Without LLMs, Encoder=SSL2026.036.8
Training from ScratchLLM usage=Without LLMs, SSL for speech encoder=true2026.036.8
WavLM-CLNLLM Usage=Without LLMs, Encoder=SSL2026.037.1
WavLM-CLNLLM usage=Without LLMs, SSL for speech encoder=true2026.037.1
W2V-Sidecar-ft.LLM Usage=Without LLMs, Encoder=SSL2026.037.7
W2V-Sidecar-ft.LLM usage=Without LLMs, SSL for speech encoder=true2026.037.7