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Automatic Speech Recognition on English DementiaBank Pitt (All)

19.33WEREnc&Dec Prompts
19.11620.560522.00523.4495Jun 15, 2026

Evaluation results

MethodLinks
Enc&Dec PromptsModel=Whisper (LoRA)2026.0619.33
Enc Only PromptsModel=Whisper (LoRA)2026.0619.6
Audio-Textual PromptsModel=Whisper (LoRA)2026.0619.82
Audio-Only PromptsModel=Whisper (LoRA)2026.0620.23
Whisper (LoRA)Model=Whisper (LoRA)2026.0620.43
ECAPA-TDNNModel=Whisper (LoRA)2026.0620.88
i-vectorModel=Whisper (LoRA)2026.0620.92
RABModel=Whisper (LoRA)2026.0620.99
x-vectorModel=Whisper (LoRA)2026.0622.84
Conformer Transducer with Only Speech ContextsModel=Conformer Transducer2026.0624.68