17 citations · 18 across the 7 of their papers we have counts for
8 papers · 1 filter
THUEE system description for NIST 2019 SRE CTS Challenge
Yi Liu, Tianyu Liang, Can Xu +9
This paper describes the systems submitted by the department of electronic engineering, institute of microelectronics of Tsinghua university and TsingMicro Co. Ltd. (THUEE) to the…
Large Margin Softmax Loss for Speaker Verification
Yi Liu, Liang He, Jia Liu
In neural network based speaker verification, speaker embedding is expected to be discriminative between speakers while the intra-speaker distance should remain small. A variety of…
Multi-Scale Time-Frequency Attention for Acoustic Event Detection
Jingyang Zhang, Wenhao Ding, Jintao Kang +1
Most attention-based methods only concentrate along the time axis, which is insufficient for Acoustic Event Detection (AED). Meanwhile, previous methods for AED rarely considered t…
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…