Joshua Shapiro

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 …