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Hemlata's Projects

2021 icon 2021

ASVspoof 2021 Baseline Systems

aasist icon aasist

Official PyTorch implementation of "AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks"

amphion icon amphion

Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.

conformer icon conformer

PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)

pytorch_xvectors icon pytorch_xvectors

Deep speaker embeddings in PyTorch, including x-vectors. Code used in this work: https://arxiv.org/abs/2007.16196

rawboost-antispoofing icon rawboost-antispoofing

This repository includes the code to reproduce our paper "RawBoost: A Raw Data Boosting and Augmentation Method applied to Automatic Speaker Verification Anti-Spoofing".

rawgat-st-antispoofing icon rawgat-st-antispoofing

This repository includes the code to reproduce our paper "End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection" (https://arxiv.org/abs/2107.12710) published in the ASVspoof 2021 workshop.

rawnet2-antispoofing icon rawnet2-antispoofing

This repository includes the code to reproduce our paper "End-to-end anti-spoofing with RawNet2" (https://arxiv.org/abs/2011.01108) published in ICASSP '21.

shap-anti-spoofing icon shap-anti-spoofing

This repository includes the code to reproduce our paper [Explainable deepfake and spoofing detection: an attack analysis using SHapley Additive exPlanations] accepted in The Speaker and Language Recognition Workshop (Speaker Odyssey 2022).

ssl_anti-spoofing icon ssl_anti-spoofing

This repository includes the code to reproduce our paper "Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation".

synthetic-voice-detection-vocoder-artifacts icon synthetic-voice-detection-vocoder-artifacts

This repository is related to our Dataset and Detection code from the paper: AI-Synthesized Voice Detection Using Neural Vocoder Artifacts accepted in CVPR Workshop on Media Forensic 2023.

t-eer icon t-eer

Official PyTorch implementation of "t-EER: Parameter-Free Tandem Evaluation Metric of Countermeasures and Biometric Comparators"

takhemlata.github.io icon takhemlata.github.io

✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com

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