Jerald-Golden / Audio-Deepfake-DetectionLinks
Audio Deepfake Detection is a web app that utilizes machine learning techniques to analyze audio files and determine if they are real or generated by deepfake algorithms. It features audio file upload, audio feature extraction, comparison with a pre-defined dataset, and classification of audio as real or deepfake.
☆10Updated 8 months ago
Alternatives and similar repositories for Audio-Deepfake-Detection
Users that are interested in Audio-Deepfake-Detection are comparing it to the libraries listed below
Sorting:
- This project focuses on detecting deepfake audio using advanced neural network architectures like VGG16, MobileNet, ResNet, and custom CN…☆48Updated last year
- ASVspoof 2021 Baseline Systems☆233Updated last year
- Research progress on speech deepfake detection: Relevant datasets aggregated from the review literature and publicly available codes☆249Updated 4 months ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆205Updated 2 years ago
- Audio deepfake detection sytem on CNN☆62Updated 2 years ago
- INTERSPEECH 2023-2024 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023-24 conference. …☆684Updated 9 months ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆379Updated last year
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆40Updated last year
- Synthesis speech detection based on vocoder signature extraction with Supervised Contrastive Learning☆21Updated last year
- ☆18Updated last year
- Multilingual datasets with raw audio for speech emotion recognition☆29Updated 4 years ago
- ☆48Updated last year
- Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)☆217Updated 2 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆113Updated 3 years ago
- ☆11Updated 4 years ago
- Official implementation of the SPL paper "One-class Learning Towards Synthetic Voice Spoofing Detection"☆128Updated last year
- Several studies have been carried out to analyse Parkinson’s disease using speech impairments. Various tools and techniques have been use…☆11Updated 6 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆136Updated 9 months ago
- Official PyTorch implementation of "AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks"☆241Updated 2 years ago
- ☆54Updated last year
- Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)☆741Updated last year
- A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech…☆794Updated 4 years ago
- Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch☆41Updated last year
- ☆26Updated 11 months ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆26Updated 3 years ago
- Implementation of the paper: Replay and Synthetic Speech Detection with Res2Net architecture (ICASSP 2021) https://arxiv.org/abs/2010.150…☆82Updated 3 years ago
- This repository includes the code to reproduce our paper "End-to-end anti-spoofing with RawNet2" (https://arxiv.org/abs/2011.01108) publi…☆64Updated 2 years ago
- A list of tools, papers and code related to Fake Audio Detection.☆177Updated last week
- ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore t…☆506Updated 5 months ago
- This repository includes the code to reproduce our paper "End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification A…☆90Updated 2 years ago