sksmta/audio-deepfake-detection
Audio deepfake detection sytem on CNN
This system helps you identify whether an audio recording is a genuine human voice or a manipulated 'deepfake.' You provide an audio file, and the system tells you if it's authentic or artificially generated. This is useful for anyone who needs to verify the authenticity of spoken audio, such as forensic investigators, journalists, or security analysts.
No commits in the last 6 months.
Use this if you need to determine the trustworthiness of an audio recording, especially in contexts where voice impersonation or fraud is a concern.
Not ideal if you need to analyze music, environmental sounds, or classify different types of human speech (e.g., emotion, speaker identification) beyond deepfake detection.
Stars
69
Forks
15
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Aug 18, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/sksmta/audio-deepfake-detection"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
aaronchong888/DeepFake-Detect
Open-source deepfake detection: train your own model with TensorFlow, Keras & EfficientNet
dessa-oss/DeepFake-Detection
Towards deepfake detection that actually works
abhijithjadhav/Deepfake_detection_using_deep_learning
This projects aims in detection of video deepfakes using deep learning techniques like RestNext...
afsalashyana/FakeImageDetection
Fake Image Detection Using Machine Learning
agusgun/FakeImageDetector
Image Tampering Detection using ELA and CNN