Sang Wan Lee

End-to-End Trainable Self-Attentive Shallow Network for Text-Independent Speaker Verification

2020 · arXiv (Cornell University)

Generalized end-to-end (GE2E) model is widely used in speaker verification (SV) fields due to its expandability and generality regardless of specific languages. However, the long-short term memory (LSTM) based on GE2E has two limitations: First, …

Human Uncertainty Inference via Deterministic Ensemble Neural Networks

2021 · Proceedings of the AAAI Conference on Artificial Intelligence

The estimation and inference of human predictive uncertainty have great potential to improve the sampling efficiency and prediction reliability of human-in-the-loop systems for smart healthcare, smart education, and human-computer interactions. Predictive uncertainty in humans is …