usc-sail / gard-adversarial-speaker-id
Adversarial attack and defense strategies for deep speaker recognition systems
☆40Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for gard-adversarial-speaker-id
- ICASSP 2021 accepted paper☆18Updated 3 years ago
- This is the implementation of the paper "Adversarial Attacks on Spoofing Countermeasures of automatic speaker verification".☆43Updated last year
- Implementation of Adversarial Attacks on GMM i-vector based Speaker Verification Systems (ICASSP2020) https://arxiv.org/abs/1911.03078☆33Updated 4 years ago
- Repository for the source code and adversarial samples of FoolHD☆18Updated 2 years ago
- Defending against Adversarial Audio via Diffusion Model (ICLR 2023)☆26Updated last year
- Robust Audio Adversarial Example for a Physical Attack☆60Updated 5 years ago
- Source code for paper "Who is real Bob? Adversarial Attacks on Speaker Recognition Systems" (IEEE S&P 2021)☆101Updated 2 years ago
- code for paper "learning to fool the speaker recognition"☆10Updated 4 years ago
- ☆36Updated 5 years ago
- Targeted Adversarial Examples for Black Box Audio Systems☆67Updated 4 years ago
- Spoofing Speaker Verification Systems with Multi-speaker Text-to-speech Synthesis☆11Updated 2 years ago
- Source Code for 'SECurity evaluation platform FOR Speaker Recognition' released in 'Defending against Audio Adversarial Examples on Speak…☆25Updated last year
- code for paper "Universal Adversarial Perturbations Generative Network for Speaker Recognition"☆22Updated 3 years ago
- Repo for papers to read on adversarial attack and defense techniques in the audio domain.☆33Updated 3 years ago
- A TensorFlow implementation of light convolutional neural network (LCNN)☆12Updated 5 years ago
- The official implementation of the paper "Defending Your Voice: Adversarial Attack on Voice Conversion".☆43Updated 6 months ago
- Dataset/code for AudioMarkBench: Benchmarking Robustness of Audio Watermarking☆16Updated 2 months ago
- JHU's system submission to the ASVspoof 2019 Challenge: Anti-Spoofing with Squeeze-Excitation and Residual neTworks (ASSERT).☆57Updated last year
- ☆15Updated 2 months ago
- SafeEar: Content Privacy-Preserving Audio Deepfake Detection (Accepted by CCS 2024)☆45Updated last month
- D3M - Dynamic Data Discrepancy Mitigation for Anti-spoofing - Implementation of work Dynamically Mitigating Data Discrepancy with Balance…☆30Updated last year
- PyTorch implementation of a self-attentive speaker embedding☆16Updated 5 years ago
- GPU accelerated implementation of i-vector extractor training using PyTorch. Requires Kaldi for feature extraction and UBM training. An e…☆64Updated 5 years ago
- Pytorch implementation of Backdoor Attack against Speaker Verification☆23Updated last year
- Universal Adversarial Audio Perturbations☆16Updated 4 years ago
- ☆35Updated 3 years ago
- Our submission to the ASVspoof 2019: Automatic Speaker Verification Spoofing and Countermeasures Challenge☆96Updated 4 years ago
- Baseline Recipe for VoicePrivacy Challenge 2020: https://www.voiceprivacychallenge.org/vp2020/docs/VoicePrivacy_2020_Eval_Plan_v1_3.pdf☆59Updated last year
- Data split we use during the ASVspoof 2019 challenge☆16Updated 4 years ago
- The description of FMFCC-A (audio track of FMFCC) dataset and Challenge resluts.☆24Updated 2 years ago