Privacy against Real-Time Speech Emotion Detection via Acoustic Adversarial Evasion of Machine Learning.
Brian TestaYi XiaoHarshit SharmaAvery GumpAsif SalekinPublished in: Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. (2023)
Keyphrases
- real time
- machine learning
- emotional speech
- emotion recognition
- low cost
- personal information
- detection algorithm
- face detection and tracking
- pattern recognition
- acoustic signal
- speech recognition
- emotional state
- detection method
- machine learning methods
- voice activity detection
- differential privacy
- acoustic features
- speech segments
- learning algorithm
- anomaly detection
- object detection
- false positives
- data mining
- countermeasures
- feature selection
- text mining
- decision trees
- facial expressions
- speech recognition systems
- facial animation
- text to speech synthesis
- control system
- speech synthesis
- speaker recognition
- automatic speech recognition
- private information
- audio visual
- privacy preserving