Enhancing accuracy and privacy in speech-based depression detection through speaker disentanglement.
Vijay RaviJinhan WangJonathan FlintAbeer AlwanPublished in: Comput. Speech Lang. (2024)
Keyphrases
- speech recognition
- detection accuracy
- automatic speech recognition
- audio visual
- speaker recognition
- detection rate
- object detection
- speaker identification
- error rate
- automatic detection
- high accuracy
- speaker verification
- prediction accuracy
- speaker diarization
- privacy protection
- vocal tract
- data mining
- speech signal
- speaker dependent
- privacy preserving
- anomaly detection
- classification accuracy
- computational cost
- false alarms
- private information
- detection method
- detection algorithm
- noisy environments
- language model
- support vector machine classifier
- pattern recognition
- social networks