A Method to Reveal Speaker Identity in Distributed ASR Training, and How to Counter It

Trung Dang, Om Thakkar, Swaroop Ramaswamy +3

End-to-end Automatic Speech Recognition (ASR) models are commonly trained over spoken utterances using optimization methods like Stochastic Gradient Descent (SGD). In distributed s…