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ResearchFormerly WizWand

Neutral state prediction on Parent data segment-level 5-fold cross-validation

81.35AUCCoCo-LoRA
67.98671.455574.92578.3945Apr 17, 2026
Updated 6mo ago

Evaluation results

MethodLinks
CoCo-LoRALLM=aMiniLM12, Audio Encoder=whisperM2026.0481.35
CoCo-LoRALLM=aMiniLM12, Audio Encoder=wav2vec2LFT2026.0481.26
CoCo-LoRALLM=nRoBERTa, Audio Encoder=hubertLFT2026.0480.93
CoCo-LoRALLM=nRoBERTa, Audio Encoder=whisperM2026.0480.53
CoCo-LoRALLM=pTinyBERT, Audio Encoder=whisperM2026.0480.27
CoCo-LoRALLM=pTinyBERT, Audio Encoder=hubertLFT2026.0480.09
CoCo-LoRALLM=pTinyBERT, Audio Encoder=wav2vec2LFT2026.0480.03
CoCo-LoRALLM=aMiniLM12, Audio Encoder=hubertLFT2026.0479.96
LoRALLM=nRoBERTa, Audio Encoder=-2026.0479.49
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=wav2vec2LFT2026.0479.08
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=whisperM2026.0478.98
CoCo-LoRALLM=aDRoBERTa, Audio Encoder=hubertLFT2026.0478.43
LoRALLM=aDRoBERTa, Audio Encoder=-2026.0478.3
TransferLLM=nRoBERTa, Audio Encoder=whisperM2026.0478.28
C-LoRALLM=nRoBERTa, Audio Encoder=-2026.0477.39
TransferLLM=nRoBERTa, Audio Encoder=wav2vec2LFT2026.0477.36
LoRALLM=aMiniLM12, Audio Encoder=-2026.0477.14
LoRALLM=pTinyBERT, Audio Encoder=-2026.0477.12
TransferLLM=nRoBERTa, Audio Encoder=hubertLFT2026.0476.92
C-LoRALLM=aDRoBERTa, Audio Encoder=-2026.0476.74
CoCo-LoRALLM=nRoBERTa, Audio Encoder=wav2vec2LFT2026.0476.32
C-LoRALLM=pTinyBERT, Audio Encoder=-2026.0476
C-LoRALLM=aMiniLM12, Audio Encoder=-2026.0475.86
TransferLLM=pTinyBERT, Audio Encoder=wav2vec2LFT2026.0473.06
TransferLLM=pTinyBERT, Audio Encoder=hubertLFT2026.0472.77
TransferLLM=aDRoBERTa, Audio Encoder=whisperM2026.0472.47
TransferLLM=aMiniLM12, Audio Encoder=whisperM2026.0472.29
TransferLLM=pTinyBERT, Audio Encoder=whisperM2026.0471.37
TransferLLM=aDRoBERTa, Audio Encoder=wav2vec2LFT2026.0470.76
TransferLLM=aMiniLM12, Audio Encoder=wav2vec2LFT2026.0469.64
TransferLLM=aDRoBERTa, Audio Encoder=hubertLFT2026.0468.97
TransferLLM=aMiniLM12, Audio Encoder=hubertLFT2026.0468.5