Multi-Task Learning with High-Order Statistics for X-vector based Text-Independent Speaker Verification

no code implementations • 28 Mar 2019 • Lanhua You, Wu Guo, LiRong Dai, Jun Du

The x-vector based deep neural network (DNN) embedding systems have demonstrated effectiveness for text-independent speaker verification.

Multi-Task Learning Text-Independent Speaker Verification

Deep Neural Network Embeddings with Gating Mechanisms for Text-Independent Speaker Verification

no code implementations • 28 Mar 2019 • Lanhua You, Wu Guo, Li-Rong Dai, Jun Du

In this paper, gating mechanisms are applied in deep neural network (DNN) training for x-vector-based text-independent speaker verification.

Text-Independent Speaker Verification