Shehzeen Hussain | DeepAI

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∙ 02/16/2023

ACE-VC: Adaptive and Controllable Voice Conversion using Explicitly Disentangled Self-supervised Speech Representations

In this work, we propose a zero-shot voice conversion method using speec...

0 Shehzeen Hussain, et al. ∙

∙ 09/26/2022

FastStamp: Accelerating Neural Steganography and Digital Watermarking of Images on FPGAs

Steganography and digital watermarking are the tasks of hiding recoverab...

7 Shehzeen Hussain, et al. ∙

∙ 06/09/2022

ReFace: Real-time Adversarial Attacks on Face Recognition Systems

Deep neural network based face recognition models have been shown to be ...

7 Shehzeen Hussain, et al. ∙

∙ 04/05/2022

FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering Deepfakes

Deepfakes and manipulated media are becoming a prominent threat due to t...

3 Paarth Neekhara, et al. ∙

∙ 10/03/2021

Multi-task Voice Activated Framework using Self-supervised Learning

Self-supervised learning methods such as wav2vec 2.0 have shown promisin...

9 Shehzeen Hussain, et al. ∙

∙ 03/04/2021

WaveGuard: Understanding and Mitigating Audio Adversarial Examples

There has been a recent surge in adversarial attacks on deep learning ba...

1 Shehzeen Hussain, et al. ∙

∙ 02/15/2021

Cross-modal Adversarial Reprogramming

With the abundance of large-scale deep learning models, it has become po...

2 Paarth Neekhara, et al. ∙

∙ 01/30/2021

Expressive Neural Voice Cloning

Voice cloning is the task of learning to synthesize the voice of an unse...

2 Paarth Neekhara, et al. ∙

∙ 02/09/2020

FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA

Autoregressive convolutional neural networks (CNNs) have been widely exp...

0 Shehzeen Hussain, et al. ∙

∙ 05/09/2019

Universal Adversarial Perturbations for Speech Recognition Systems

In this work, we demonstrate the existence of universal adversarial audi...

0 Paarth Neekhara, et al. ∙

∙ 09/06/2018

Adversarial Reprogramming of Sequence Classification Neural Networks

Adversarial Reprogramming has demonstrated success in utilizing pre-trai...

1 Paarth Neekhara, et al. ∙

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