Deepfake-speech Detection with Pathological Features and Multilayer Perceptron Neural Network.
Anuwat ChaiwongyenSuradej DuangpummetJessada KarnjanaWaree KongprawechnonMasashi UnokiPublished in: APSIPA ASC (2023)
Keyphrases
- multilayer perceptron neural network
- feature set
- object detection
- feature space
- false alarms
- detection method
- false positives
- feature extraction
- adaboost classifier
- lexical features
- detection accuracy
- detection algorithm
- neural network
- detection rate
- feature subset
- anomaly detection
- spectral features
- co occurrence
- image features
- linear predictive coding