Haoyu Li

Efficient Level-Crossing Probability Calculation for Gaussian Process Modeled Data

2024

Almost all scientific data have uncertainties originating from different sources. Gaussian process regression (GPR) models are a natural way to model data with Gaussian-distributed uncertainties. GPR also has the benefit of reducing I/O bandwidth and …

Masked Self-distilled Transducer-based Keyword Spotting with Semi-autoregressive Decoding

2025 · arXiv (Cornell University)

RNN-T-based keyword spotting (KWS) with autoregressive decoding~(AR) has gained attention due to its streaming architecture and superior performance. However, the simplicity of the prediction network in RNN-T poses an overfitting issue, especially under challenging scenarios, …