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.
☆55Feb 16, 2024Updated 2 years ago
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DeepFake Audio detection using MFCC☆44Feb 2, 2024Updated 2 years ago
- Audio deepfake detection sytem on CNN☆72Aug 18, 2023Updated 2 years ago
- ☆20Jul 19, 2024Updated 2 years ago
- ☆13Nov 12, 2024Updated last year
- The Official benchmark for continual learning for deepfake audio detection☆22Sep 26, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This is the official repo of our work titled "The Codecfake Dataset and Countermeasures for the Universally Detection of Deepfake Audio".☆76Dec 13, 2024Updated last year
- Text classification applications for detecting fraudulent calls, spam messages, etc.☆14Jan 29, 2024Updated 2 years ago
- ☆14Oct 4, 2020Updated 5 years ago
- Implementation of the paper "Improved DeepFake Detection Using Whisper Features"☆117Apr 9, 2025Updated last year
- ☆18Feb 6, 2026Updated 5 months ago
- Application that detects the authenticity of audio files developed using the Random Forest Model.☆10Jan 21, 2024Updated 2 years ago
- Code for paper "Audio Deepfake Detection with Self-supervised XLS-R and SLS classifier☆71Feb 7, 2025Updated last year
- This is the pytorch implementation of our work titled "An Efficient Temporary Deepfake Location Approach Based Embeddings for Partially S…☆22Nov 2, 2024Updated last year
- ☆15Sep 17, 2024Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Designed and implemented a custom CNN learning architecture for deep fake image detection using a pre-trained Xception model and achieved…☆10Feb 7, 2023Updated 3 years ago
- ☆10Jul 27, 2021Updated 5 years ago
- ☆31Jul 15, 2024Updated 2 years ago
- A list of tools, papers and code related to Fake Audio Detection.☆281Jul 22, 2026Updated last week
- The pytorch implementation of BAM for Partialspoof Audio Localization.☆33Aug 16, 2024Updated last year
- This repository is related to our Dataset and Detection code from the paper: AI-Synthesized Voice Detection Using Neural Vocoder Artifact…☆148Jun 12, 2025Updated last year
- Research progress on speech deepfake detection: Relevant datasets aggregated from the review literature and publicly available codes☆315Jun 4, 2025Updated last year
- ☆21Apr 23, 2024Updated 2 years ago
- Official Implementation of the paper "XLSR-Mamba: A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection"☆44Feb 2, 2026Updated 5 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Final year project on Animal Intrusion Detection System which is a Deep Learning based object detection project☆16Jul 5, 2023Updated 3 years ago
- Final Year Project on Pneumonia Detection and Classification using Deep Learning for the degree of Btech Computer Science & Engineering☆39May 19, 2023Updated 3 years ago
- ☆10Dec 18, 2023Updated 2 years ago
- ☆40Feb 26, 2026Updated 5 months ago
- Official code for EnvSDD (Environmental Sound Deepfake Detection)☆35May 17, 2026Updated 2 months ago
- 🕵️♂️🔊 Automatically update Audio Deepfake Detection (ADD) papers daily using GitHub Actions (updates every 12 hours)☆16Feb 13, 2026Updated 5 months ago
- Official repository for the paper Singing Voice Graph Modeling for SingFake Detection (Interspeech 2024).☆24Sep 19, 2025Updated 10 months ago
- ☆62Jul 15, 2024Updated 2 years ago
- Continual Learning Method RAWM for ICML 2023☆23Sep 26, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Official Implementation of our Interspeech 2021 paper "An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure …☆19Feb 15, 2022Updated 4 years ago
- RAIS (Rehearsal with Auxiliary-Informed Sampling) for Audio Deepfake Detection [INTERSPEECH'25]☆17Aug 21, 2025Updated 11 months ago
- [InterSpeech'2023] "Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion"☆14Mar 14, 2024Updated 2 years ago
- This repository includes the code to reproduce our paper "RawBoost: A Raw Data Boosting and Augmentation Method applied to Automatic Spea…☆78Sep 24, 2023Updated 2 years ago
- A simple pipeline representation for .NET. It represents a sequence of steps that are processed consistently. This approach enables break…☆16Jan 18, 2025Updated last year
- [ACM MM Award] AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset☆188Mar 27, 2026Updated 4 months ago
- awesome-audio-visual-robustness☆11Jan 27, 2024Updated 2 years ago