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Subjective Speech Evaluation on Sarcastic Speech Synthesis Dataset

3.8NMOSGround Truth
1.9282.4142.93.386Oct 8, 2025

Evaluation results

MethodLinks
Ground TruthSemantic Cue Type=-, Prosodic Cue Type=-2025.103.84.5
w/ LoRA + RAGSemantic Cue Type=✓, Prosodic Cue Type=✓2025.102.73.8
BaselineSemantic Cue Type=-, Prosodic Cue Type=-2025.102.63.2
w/ LLaMA 3-LoRASemantic Cue Type=✓, Prosodic Cue Type=-2025.102.63.8
w/ RAGSemantic Cue Type=-, Prosodic Cue Type=✓2025.102.63.7
w/ BERTSemantic Cue Type=✓, Prosodic Cue Type=-2025.102.53.1
w/ LLaMA 3Semantic Cue Type=✓, Prosodic Cue Type=-2025.1022.6