8 citations · 25 across the 11 of their papers we have counts for
4 papers · 1 filter
Swin-BERT: A Feature Fusion System designed for Speech-based Alzheimer's Dementia Detection
Yilin Pan, Yanpei Shi, Yijia Zhang +1
Speech is usually used for constructing an automatic Alzheimer's dementia (AD) detection system, as the acoustic and linguistic abilities show a decline in people living with AD at…
Speaker Re-identification with Speaker Dependent Speech Enhancement
Yanpei Shi, Qiang Huang, Thomas Hain
While the use of deep neural networks has significantly boosted speaker recognition performance, it is still challenging to separate speakers in poor acoustic environments. Here sp…
Weakly Supervised Training of Hierarchical Attention Networks for Speaker Identification
Yanpei Shi, Qiang Huang, Thomas Hain
Identifying multiple speakers without knowing where a speaker's voice is in a recording is a challenging task. In this paper, a hierarchical attention network is proposed to solve…
Improving Noise Robustness In Speaker Identification Using A Two-Stage Attention Model
Yanpei Shi, Qiang Huang, Thomas Hain
While the use of deep neural networks has significantly boosted speaker recognition performance, it is still challenging to separate speakers in poor acoustic environments. To impr…