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eess.AS2018
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…
eess.AS2018
Adapting End-to-End Neural Speaker Verification to New Languages and Recording Conditions with Adversarial Training
Gautam Bhattacharya, Jahangir Alam, Patrick Kenny
In this article we propose a novel approach for adapting speaker embeddings to new domains based on adversarial training of neural networks. We apply our embeddings to the task of…