David Snyder

Probing the Information Encoded in X-Vectors

2019 · 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)

Deep neural network based speaker embeddings, such as x-vectors, have been shown to perform well in text-independent speaker recognition/verification tasks. In this paper, we use simple classifiers to investigate the contents encoded by x-vector embeddings. …