lixucuhk / adversarial-attack-on-GMM-i-vector-based-speaker-verification-systems
Implementation of Adversarial Attacks on GMM i-vector based Speaker Verification Systems (ICASSP2020) https://arxiv.org/abs/1911.03078
☆33Updated 4 years ago
Related projects: ⓘ
- ICASSP 2021 accepted paper☆18Updated 3 years ago
- This is the implementation of the paper "Adversarial Attacks on Spoofing Countermeasures of automatic speaker verification".☆42Updated last year
- Data split we use during the ASVspoof 2019 challenge☆16Updated 4 years ago
- JHU's system submission to the ASVspoof 2019 Challenge: Anti-Spoofing with Squeeze-Excitation and Residual neTworks (ASSERT).☆55Updated last year
- Adversarial attack and defense strategies for deep speaker recognition systems☆39Updated 3 years ago
- D3M - Dynamic Data Discrepancy Mitigation for Anti-spoofing - Implementation of work Dynamically Mitigating Data Discrepancy with Balance…☆28Updated last year
- Dual-Adversarial Domain Adaptation for replay spoofing detection in automatic speaker verification.☆18Updated last month
- Spoofing Speaker Verification Systems with Multi-speaker Text-to-speech Synthesis☆11Updated 2 years ago
- GPU accelerated implementation of i-vector extractor training using PyTorch. Requires Kaldi for feature extraction and UBM training. An e…☆63Updated 4 years ago
- e2e_antispoofing☆19Updated 2 years ago
- Our submission to the ASVspoof 2019: Automatic Speaker Verification Spoofing and Countermeasures Challenge☆93Updated 4 years ago
- ☆23Updated 5 years ago
- University of Edinbrugh-Johns Hopkins University's system for ASVspoof 2017 Version 2.0 dataset.☆49Updated 5 years ago
- Defending against Adversarial Audio via Diffusion Model (ICLR 2023)☆24Updated last year
- Repository for the source code and adversarial samples of FoolHD☆18Updated 2 years ago
- Implementation of the paper: Replay and Synthetic Speech Detection with Res2Net architecture (ICASSP 2021) https://arxiv.org/abs/2010.150…☆73Updated 2 years ago
- Pytorch implementation of Extended U-Net for Speaker Verification in Noisy Environments☆27Updated last year
- A TensorFlow implementation of light convolutional neural network (LCNN)☆12Updated 5 years ago
- Official PyTorch implementation of "t-EER: Parameter-Free Tandem Evaluation Metric of Countermeasures and Biometric Comparators"☆12Updated 11 months ago
- This repository includes the code to reproduce our paper "RawBoost: A Raw Data Boosting and Augmentation Method applied to Automatic Spea…☆49Updated 11 months ago
- Source code for paper "Who is real Bob? Adversarial Attacks on Speaker Recognition Systems" (IEEE S&P 2021)☆97Updated last year
- an implement of asvspoof 2017 using pytorch☆21Updated 6 years ago
- Official implementation of the SPL paper "One-class Learning Towards Synthetic Voice Spoofing Detection"☆103Updated 3 weeks ago
- Optimizing speaker verification and spoofing countermeasure systems together with REINFORCE☆13Updated 3 years ago
- End-To-End Speaker Verification based on X-vector and Neural PLDA - A PyTorch implementation☆23Updated 2 years ago
- Baseline for the Spoofing-aware Speaker Verification Challenge 2022☆62Updated 2 years ago
- Baseline Recipe for VoicePrivacy Challenge 2020: https://www.voiceprivacychallenge.org/vp2020/docs/VoicePrivacy_2020_Eval_Plan_v1_3.pdf☆58Updated last year
- Implementation of Neural PLDA (NPLDA) model (A discriminative backend for Speaker Verification)☆98Updated 4 years ago
- Pytorch implementation of Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs (Interspeech, 2020)☆73Updated 4 years ago
- ☆97Updated 3 years ago