87 citations · 133 across the 12 of their papers we have counts for
3 papers · 1 filter
Generative Adversarial Speaker Embedding Networks for Domain Robust End-to-End Speaker Verification
Gautam Bhattacharya, Joao Monteiro, Jahangir Alam +1
This article presents a novel approach for learning domain-invariant speaker embeddings using Generative Adversarial Networks. The main idea is to confuse a domain discriminator so…
On-line Adaptative Curriculum Learning for GANs
Thang Doan, Joao Monteiro, Isabela Albuquerque +4
Generative Adversarial Networks (GANs) can successfully approximate a probability distribution and produce realistic samples. However, open questions such as sufficient convergence…
Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch
João Monteiro, Isabela Albuquerque, Zahid Akhtar +1
Modern applications of artificial neural networks have yielded remarkable performance gains in a wide range of tasks. However, recent studies have discovered that such modelling st…