3 papers
cs.SD2022
SVLDL: Improved Speaker Age Estimation Using Selective Variance Label Distribution Learning
Zuheng Kang, Jianzong Wang, Junqing Peng +1
Estimating age from a single speech is a classic and challenging topic. Although Label Distribution Learning (LDL) can represent adjacent indistinguishable ages well, the uncertain…
cs.SD2022
Towards Speaker Age Estimation with Label Distribution Learning
Shijing Si, Jianzong Wang, Junqing Peng +1
Existing methods for speaker age estimation usually treat it as a multi-class classification or a regression problem. However, precise age identification remains a challenge due to…
eess.AS2020
A Robust Speaker Clustering Method Based on Discrete Tied Variational Autoencoder
Chen Feng, Jianzong Wang, Tongxu Li +2
Recently, the speaker clustering model based on aggregation hierarchy cluster (AHC) is a common method to solve two main problems: no preset category number clustering and fix cate…