23 citations · 83 across the 20 of their papers we have counts for
4 papers · 1 filter
Multi-task Voice Activated Framework using Self-supervised Learning
Shehzeen Hussain, Van Nguyen, Shuhua Zhang +1
Self-supervised learning methods such as wav2vec 2.0 have shown promising results in learning speech representations from unlabelled and untranscribed speech data that are useful f…
WaveGuard: Understanding and Mitigating Audio Adversarial Examples
Shehzeen Hussain, Paarth Neekhara, Shlomo Dubnov +2
There has been a recent surge in adversarial attacks on deep learning based automatic speech recognition (ASR) systems. These attacks pose new challenges to deep learning security…
Cross-modal Adversarial Reprogramming
Paarth Neekhara, Shehzeen Hussain, Jinglong Du +3
With the abundance of large-scale deep learning models, it has become possible to repurpose pre-trained networks for new tasks. Recent works on adversarial reprogramming have shown…
Expressive Neural Voice Cloning
Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov +2
Voice cloning is the task of learning to synthesize the voice of an unseen speaker from a few samples. While current voice cloning methods achieve promising results in Text-to-Spee…