├── .env ├── .gitattributes ├── .gitignore ├── CHANGELOG.md ├── Dockerfile ├── LICENSE ├── README.md ├── data ├── metadata.csv ├── processed │ ├── processed_audios │ │ ├── processed_audio1.wav │ │ ├── processed_audio10.wav │ │ ├── processed_audio11.wav │ │ ├── processed_audio12.wav │ │ ├── processed_audio13.wav │ │ ├── processed_audio14.wav │ │ ├── processed_audio15.wav │ │ ├── processed_audio16.wav │ │ ├── processed_audio17.wav │ │ ├── processed_audio18.wav │ │ ├── processed_audio19.wav │ │ ├── processed_audio2.wav │ │ ├── processed_audio20.wav │ │ ├── processed_audio3.wav │ │ ├── processed_audio4.wav │ │ ├── processed_audio5.wav │ │ ├── processed_audio6.wav │ │ ├── processed_audio7.wav │ │ ├── processed_audio8.wav │ │ └── processed_audio9.wav │ ├── processed_images │ │ ├── processed_image1.jpg │ │ ├── processed_image10.jpg │ │ ├── processed_image11.jpg │ │ ├── processed_image12.jpg │ │ ├── processed_image13.jpg │ │ ├── processed_image14.jpg │ │ ├── processed_image15.jpg │ │ ├── processed_image16.jpg │ │ ├── processed_image17.jpg │ │ ├── processed_image18.jpg │ │ ├── processed_image19.jpg │ │ ├── processed_image2.jpg │ │ ├── processed_image20.jpg │ │ ├── processed_image3.jpg │ │ ├── processed_image4.jpg │ │ ├── processed_image5.jpg │ │ ├── processed_image6.jpg │ │ ├── processed_image7.jpg │ │ ├── processed_image8.jpg │ │ └── processed_image9.jpg │ └── processed_videos │ │ ├── processed_video1.mp4 │ │ ├── processed_video10.mp4 │ │ ├── processed_video11.mp4 │ │ ├── processed_video12.mp4 │ │ ├── processed_video13.mp4 │ │ ├── processed_video14.mp4 │ │ ├── processed_video15.mp4 │ │ ├── processed_video16.mp4 │ │ ├── processed_video17.mp4 │ │ ├── processed_video18.mp4 │ │ ├── processed_video19.mp4 │ │ ├── processed_video2.mp4 │ │ ├── processed_video20.mp4 │ │ ├── processed_video3.mp4 │ │ ├── processed_video4.mp4 │ │ ├── processed_video5.mp4 │ │ ├── processed_video6.mp4 │ │ ├── processed_video7.mp4 │ │ ├── processed_video8.mp4 │ │ └── processed_video9.mp4 ├── raw │ ├── audios │ │ ├── fake_audio1.wav │ │ ├── fake_audio10.wav │ │ ├── fake_audio2.wav │ │ ├── fake_audio3.wav │ │ ├── fake_audio4.wav │ │ ├── fake_audio5.wav │ │ ├── fake_audio6.wav │ │ ├── fake_audio7.wav │ │ ├── fake_audio8.wav │ │ ├── fake_audio9.wav │ │ ├── real_audio1.wav │ │ ├── real_audio10.wav │ │ ├── real_audio2.wav │ │ ├── real_audio3.wav │ │ ├── real_audio4.wav │ │ ├── real_audio5.wav │ │ ├── real_audio6.wav │ │ ├── real_audio7.wav │ │ ├── real_audio8.wav │ │ └── real_audio9.wav │ ├── images │ │ ├── fake_image1.jpg │ │ ├── fake_image10.jpg │ │ ├── fake_image2.jpg │ │ ├── fake_image3.jpg │ │ ├── fake_image4.jpg │ │ ├── fake_image5.jpg │ │ ├── fake_image6.jpg │ │ ├── fake_image7.jpg │ │ ├── fake_image8.jpg │ │ ├── fake_image9.jpg │ │ ├── real_image1.jpg │ │ ├── real_image10.jpg │ │ ├── real_image2.jpg │ │ ├── real_image3.jpg │ │ ├── real_image4.jpg │ │ ├── real_image5.jpg │ │ ├── real_image6.jpg │ │ ├── real_image7.jpg │ │ ├── real_image8.jpg │ │ └── real_image9.jpg │ └── videos │ │ ├── fake_video1.mp4 │ │ ├── fake_video10.mp4 │ │ ├── fake_video2.mp4 │ │ ├── fake_video3.mp4 │ │ ├── fake_video4.mp4 │ │ ├── fake_video5.mp4 │ │ ├── fake_video6.mp4 │ │ ├── fake_video7.mp4 │ │ ├── fake_video8.mp4 │ │ ├── fake_video9.mp4 │ │ ├── real_video1.mp4 │ │ ├── real_video10.mp4 │ │ ├── real_video2.mp4 │ │ ├── real_video3.mp4 │ │ ├── real_video4.mp4 │ │ ├── real_video5.mp4 │ │ ├── real_video6.mp4 │ │ ├── real_video7.mp4 │ │ ├── real_video8.mp4 │ │ └── real_video9.mp4 └── sample_data.csv ├── docker-compose.yml ├── entrypoint.sh ├── logs ├── data_preprocessing.log ├── evaluation.log ├── model_training.log └── system.log ├── models └── saved_models │ ├── bayesian_model.pkl │ ├── cnn_model.h5 │ ├── model_architecture.png │ ├── svm_model.pkl │ ├── transformer_model.pth │ └── vision_transformer_model.pth ├── notebooks ├── Data Preprocessing.ipynb ├── Exploratory Data Analysis.ipynb ├── Model Evaluation.ipynb └── Model Training.ipynb ├── requirements.txt ├── scripts ├── download_data.sh ├── evaluate_all_models.sh ├── generate_report.py ├── preprocess_data.py └── train_all_models.sh ├── setup.py ├── src ├── __init__.py ├── blockchain.py ├── config.py ├── dataset │ ├── __init__.py │ ├── data_augmentation.py │ ├── data_loader.py │ ├── data_preprocessor.py │ └── data_splitter.py ├── dsp.py ├── evaluate.py ├── evaluation │ ├── __init__.py │ ├── bayesian_evaluation.py │ ├── cnn_evaluation.py │ ├── svm_evaluation.py │ ├── transformer_evaluation.py │ └── vision_transformer_evaluation.py ├── models │ ├── __init__.py │ ├── bayesian.py │ ├── cnn.py │ ├── svm.py │ ├── transformer.py │ └── vision_transformer.py ├── nlp.py ├── processing │ ├── __init__.py │ ├── audio_processing.py │ ├── image_processing.py │ ├── text_processing.py │ └── video_processing.py ├── train.py ├── training │ ├── __init__.py │ ├── bayesian_training.py │ ├── cnn_training.py │ ├── svm_training.py │ ├── transformer_training.py │ └── vision_transformer_training.py ├── utils.py └── utils │ ├── __init__.py │ ├── data_utils.py │ ├── file_utils.py │ ├── helpers.py │ ├── logger.py │ ├── metrics.py │ └── visualization.py └── tests ├── __init__.py ├── test_data_loading.py ├── test_evaluation.py ├── test_model.py ├── test_training.py └── test_utils.py /.env: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HacktivSpace/multidisciplinary-deepfake-detection/HEAD/.env -------------------------------------------------------------------------------- /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HacktivSpace/multidisciplinary-deepfake-detection/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HacktivSpace/multidisciplinary-deepfake-detection/HEAD/.gitignore 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