Menoua Keshishian

Understanding Adaptive, Multiscale Temporal Integration In Deep Speech Recognition Systems

Natural signals such as speech are hierarchically structured across many different timescales, spanning tens (e.g., phonemes) to hundreds (e.g., words) of milliseconds, each of which is highly variable and context-dependent. While deep neural networks (DNNs) excel at recognizing complex patterns fro…