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cs.SD2022
Uncertainty Calibration for Deep Audio Classifiers
Tong Ye, Shijing Si, Jianzong Wang +2
Although deep Neural Networks (DNNs) have achieved tremendous success in audio classification tasks, their uncertainty calibration are still under-explored. A well-calibrated model…
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…