DDA-MSLD: A Multi-Feature Speech Lie Detection Algorithm Based on a Dual-Stream Deep Architecture - Guo, Pengfei; Huang, Shucheng; Li, Mingxing (Information (Basel), 2025)
Keywords: Accuracy; Acoustics; Algorithms; Analysis; Attention; Chinese languages; Computational linguistics; Context; Datasets; Deep learning; dual-stream architecture; Dynamic characteristics; dynamic features; Feature extraction; Generalization; Language processing; Linguistics; Lying; Mel spectrogram; multi-feature fusion; Natural language interfaces; Nonlinear dynamics; Pattern analysis; Physiology; Prosodic features; Signal processing; Speech; speech lie detection