Latest Research in Biometric Speech Verification

113 research papers · 2026 median publication year

Top Research Topics in Biometric Speech Verification

Highest-Cited Papers

  1. Vauxguard: Zero-Shot LLM-Mediated Interpretable Acoustic Forensics for Synthetic Speech Detection
  2. Vauxguard: Zero-Shot LLM-Mediated Interpretable Acoustic Forensics for Synthetic Speech Detection
  3. A geometry-aware deep learning framework for detecting diffusion-era synthetic speech in digital security applications
  4. Reconstruction history, not synthesis: benign processing moves frozen detectors on genuine human speech
  5. AlamViT: A Lightweight Spatiotemporal Facial Expression Model for Automated Pain Recognition
  6. PCD-Net: prior-context collaborative learning for robust facial expression recognition under noisy labels
  7. KoUniTalk: A Lightweight Articulation-Centered Korean-English 3D Talking Face Benchmark
  8. CoRELoop: Parameter-Efficient Controlled Recurrent Refinement for Audio Deepfake Detection
  9. Robust Workflow Generation via Adversarial Learning for Audio Deepfake Detection
  10. ML-ITW: A Multilingual in-the-wild Benchmark for Speech Deepfake Detection
  11. Predicting facial impressions using guided Grad-CAM and a large language model
  12. YOLOv8-FLEO: Fuzzy-Label Emotion Orthogonalization for Real-Time Facial-Expression Recognition Implementation
  13. TopoRig: Topology-Agnostic Facial Rigging via Multi-Source Supervision
  14. VibeAvatar: Aligning Phonetic Kinematics and Human Aesthetics for High-Fidelity Talking Avatar Synthesis
  15. Bias quantification across demographic, visual-condition, and generalization axes in facial emotion recognition datasets
  16. A Novel Hybrid Ensemble Framework with RealTime Evolutionary Optimization for Enhancing Biometric Authentication
  17. A Novel Hybrid Ensemble Framework with RealTime Evolutionary Optimization for Enhancing Biometric Authentication
  18. FAHCD-Net: Frequency-Adaptive Heatmap-Conditional Diffusion Networks for Robust Facial Landmark Detection
  19. Predicting Human Disagreement for Calibrated Dynamic Facial Expression Recognition
  20. Language Orthogonalization for Zero-Shot Cross-Lingual Audio Deepfake Detection

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L2 Region - - 2026 Sep Q3

Biometric Speech Verification

113 papers

Top Topics (10)

Computer Vision and Pattern Recognition44
Sound24
Emotion and Mood Recognition12
Audio and Speech Processing8
Face recognition and analysis6
Speech Recognition and Synthesis5
Cryptography and Security4
Speech and Audio Processing2
Graphics2
Biometric Identification and Security2

Top Publications (20)

1.Vauxguard: Zero-Shot LLM-Mediated Interpretable Acoustic Forensics for Synthetic Speech Detection2.Vauxguard: Zero-Shot LLM-Mediated Interpretable Acoustic Forensics for Synthetic Speech Detection3.A geometry-aware deep learning framework for detecting diffusion-era synthetic speech in digital security applications4.Reconstruction history, not synthesis: benign processing moves frozen detectors on genuine human speech5.AlamViT: A Lightweight Spatiotemporal Facial Expression Model for Automated Pain Recognition6.PCD-Net: prior-context collaborative learning for robust facial expression recognition under noisy labels7.KoUniTalk: A Lightweight Articulation-Centered Korean-English 3D Talking Face Benchmark8.CoRELoop: Parameter-Efficient Controlled Recurrent Refinement for Audio Deepfake Detection9.Robust Workflow Generation via Adversarial Learning for Audio Deepfake Detection10.ML-ITW: A Multilingual in-the-wild Benchmark for Speech Deepfake Detection11.Predicting facial impressions using guided Grad-CAM and a large language model12.YOLOv8-FLEO: Fuzzy-Label Emotion Orthogonalization for Real-Time Facial-Expression Recognition Implementation13.TopoRig: Topology-Agnostic Facial Rigging via Multi-Source Supervision14.VibeAvatar: Aligning Phonetic Kinematics and Human Aesthetics for High-Fidelity Talking Avatar Synthesis15.Bias quantification across demographic, visual-condition, and generalization axes in facial emotion recognition datasets16.A Novel Hybrid Ensemble Framework with RealTime Evolutionary Optimization for Enhancing Biometric Authentication17.A Novel Hybrid Ensemble Framework with RealTime Evolutionary Optimization for Enhancing Biometric Authentication18.FAHCD-Net: Frequency-Adaptive Heatmap-Conditional Diffusion Networks for Robust Facial Landmark Detection19.Predicting Human Disagreement for Calibrated Dynamic Facial Expression Recognition20.Language Orthogonalization for Zero-Shot Cross-Lingual Audio Deepfake Detection

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