17 citations · 36 across the 14 of their papers we have counts for
4 papers · 1 filter
Exploring a Unified Attention-Based Pooling Framework for Speaker Verification
Yi Liu, Liang He, Weiwei Liu +1
The pooling layer is an essential component in the neural network based speaker verification. Most of the current networks in speaker verification use average pooling to derive the…
Multiobjective Optimization Training of PLDA for Speaker Verification
Liang He, Xianhong Chen, Can Xu +1
Most current state-of-the-art text-independent speaker verification systems take probabilistic linear discriminant analysis (PLDA) as their backend classifiers. The parameters of P…
Speaker Embedding Extraction with Phonetic Information
Yi Liu, Liang He, Jia Liu +1
Speaker embeddings achieve promising results on many speaker verification tasks. Phonetic information, as an important component of speech, is rarely considered in the extraction o…
MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks
Wenhao Ding, Liang He
In this paper, we propose an enhanced triplet method that improves the encoding process of embeddings by jointly utilizing generative adversarial mechanism and multitasking optimiz…