Tao Ma

ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition

2020 · arXiv (Cornell University)

In this paper we present state-of-the-art (SOTA) performance on the LibriSpeech corpus with two novel neural network architectures, a multistream CNN for acoustic modeling and a self-attentive simple recurrent unit (SRU) for language modeling. In …

Outlier Detection Using Machine Learning Algorithms Integrated with Bayesian Optimization

2022

This study aimed to discuss the performance of machine learning algorithms on the outlier detection problem and to investigate the effect of Bayesian Optimization Algorithm (BOA) on improving the performance of machine learning mod-els.Firstly, Classification …