Speech Audio Deepfake Detection via Convolutional Neural Networks.
Lucas P. ValenteMarcelo M. S. de SouzaAlan M. Da RochaPublished in: EAIS (2024)
Keyphrases
- convolutional neural networks
- audio visual
- text to speech
- audio signals
- broadcast news
- speech recognition
- audio stream
- automatic detection
- soccer video
- voice activity detection
- emotion recognition
- noisy environments
- detection method
- multimedia
- visual information
- audio video
- detection algorithm
- cepstral features
- speaker identification
- prosodic features
- acoustic features
- convolutional network
- linear predictive coding
- speech music discrimination
- speech signal
- false alarms
- object detection
- multi modal
- event detection
- acoustic signals
- feature extraction
- hidden markov models
- anomaly detection
- spoken documents
- false positives
- video recordings
- detection rate
- audio recordings
- digital audio
- speech synthesis
- automatic speech recognition