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ResearchFormerly WizWand

Multi-talker Automatic Speech Recognition on Libri3Mix Clean (Eval)

8.7WERID-30.D
8.16811.75915.3518.941Mar 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 LLMs2026.038.7
MUSE-TSASRLLM usage=Without LLMs, SSL for speech encoder=true2026.0310.5
ID-20.DLLM usage=With LLMs2026.0310.8
w/o decoder: CTCLLM Usage=Without LLMs, Encoder=SSL2026.0312.5
GEncSep w/o decoderLLM usage=Without LLMs, SSL for speech encoder=true, Alignment protocol=serialized CTC2026.0312.5
GEncSepLLM Usage=Without LLMs, Encoder=SSL2026.0313.1
GEncSepLLM usage=Without LLMs, SSL for speech encoder=true2026.0313.1
ID-8LLM Usage=With LLMs2026.0314.3
Training from ScratchLLM Usage=Without LLMs, Encoder=SSL2026.0314.7
Training from ScratchLLM usage=Without LLMs, SSL for speech encoder=true2026.0314.7
UMELLM usage=Without LLMs, SSL for speech encoder=true2026.0315.9
SOP-Llama-3BLLM Usage=With LLMs2026.0316.5
SOP-Llama-3BLLM usage=With LLMs, Backbone=Llama-3B, Protocol=SOP2026.0316.5
HCMLLM usage=Without LLMs, SSL for speech encoder=true2026.0321.5
SOT-Llama-1BLLM Usage=With LLMs2026.0321.6
SOT-Llama-1BLLM usage=With LLMs, Backbone=Llama-1B, Protocol=SOT2026.0321.6
SOP-Llama-1BLLM Usage=With LLMs2026.0322
SOT-Llama-3BLLM Usage=With LLMs2026.0322
SOP-Llama-1BLLM usage=With LLMs, Backbone=Llama-1B, Protocol=SOP2026.0322
SOT-Llama-3BLLM usage=With LLMs, Backbone=Llama-3B, Protocol=SOT2026.0322