Guri10 / Deepfake-Audio-Detection-with-XAILinks
This project focuses on detecting deepfake audio using advanced neural network architectures like VGG16, MobileNet, ResNet, and custom CNNs. It incorporates explainable AI (XAI) methods like LIME, Grad-CAM, and SHAP to enhance detection accuracy and provide insights into model predictions.
☆41Updated last year
Alternatives and similar repositories for Deepfake-Audio-Detection-with-XAI
Users that are interested in Deepfake-Audio-Detection-with-XAI are comparing it to the libraries listed below
Sorting:
- DeepFake Audio detection using MFCC☆30Updated last year
- Audio deepfake detection sytem on CNN☆55Updated last year
- Implementation of "Defense against Adversarial Attacks on Audio DeepFake Detection"☆51Updated last year
- Research progress on speech deepfake detection: Relevant datasets aggregated from the review literature and publicly available codes☆207Updated 3 weeks ago
- Implementation of "SpecRNet: Towards Faster and More Accessible Audio DeepFake Detection" paper☆34Updated 2 years ago
- Implementation of the paper "Improved DeepFake Detection Using Whisper Features"☆103Updated 2 months ago
- SUTD 50.039 Deep Learning Course Project (2022 Spring)☆77Updated last year
- Implementation of Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection paper☆59Updated last year
- This repository is related to our Dataset and Detection code from the paper: AI-Synthesized Voice Detection Using Neural Vocoder Artifact…☆122Updated 2 weeks ago
- ☆14Updated 4 years ago
- Synthesis speech detection based on vocoder signature extraction with Supervised Contrastive Learning☆21Updated 10 months ago
- Deepfake cross-lingual evaluation dataset (DECRO) is constructed to evaluate the influence of language differences on deepfake detection.…☆13Updated last year
- awesome-audio-visual-robustness☆11Updated last year
- ☆11Updated 7 months ago
- This repository includes the code to reproduce our paper "End-to-end anti-spoofing with RawNet2" (https://arxiv.org/abs/2011.01108) publi…☆59Updated last year
- [InterSpeech'2023] "Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion"☆13Updated last year
- Baselines for IS25 Source Tracing Special Session☆29Updated 5 months ago
- This is the pytorch implementation of our work titled "An Efficient Temporary Deepfake Location Approach Based Embeddings for Partially S…☆18Updated 7 months ago
- Code for paper "Audio Deepfake Detection with Self-supervised XLS-R and SLS classifier☆39Updated 4 months ago
- ☆49Updated 11 months ago
- ☆15Updated 2 years ago
- A list of tools, papers and code related to Fake Audio Detection.☆124Updated last week
- Official PyTorch implementation of "AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks"☆219Updated 2 years ago
- This is the repo of our work titled “Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception”☆20Updated last month
- Synthesis speech detection based on Breathing-Talking-Silence sounds☆20Updated 8 months ago
- [T-IFS'24] Audio Multi-view Spoofing Detection Framework Based on Audio-Text-Emotion Correlations☆23Updated 10 months ago
- Pytorch implementation of "LEVERAGING POSITIONAL-RELATED LOCAL-GLOBAL DEPENDENCY FOR SYNTHETIC SPEECH DETECTION"☆31Updated last year
- This repository includes the code to reproduce our paper "Automatic speaker verification spoofing and deepfake detection using wav2vec 2.…☆133Updated last year
- Time-domain synthetic speech detection net (TSSDNet), having the classic ResNet and Inception Net style structures (Res-TSSDNet and Inc-T…☆69Updated 3 years ago
- [ACM MM'24] Coarse-to-Fine Proposal Refinement Framework for Audio Temporal Forgery Detection and Localization☆27Updated 6 months ago