Anish Shah — accepted AI-conference papers

2021

Exploring the application of synthetic audio in training keyword spotters

Andrew Werchniak, Roberto Barra-Chicote, Yuriy Mishchenko, Jasha Droppo, Jeff Condal, Peng Liu +1

ICASSP 2021accepted

The study of keyword spotting, a subfield within the broader field of speech recognition that centers around identifying individual keywords in speech audio, has gained particular importance in recent years with the rise of personal voice assistants such as Alexa. As voice assistants aim to rapidly…

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2020

Towards Data-Efficient Modeling for Wake Word Spotting

Yixin Gao, Yuriy Mishchenko, Anish Shah, Spyros Matsoukas, Shiv Vitaladevuni

ICASSP 2020accepted

Wake word (WW) spotting is challenging in far-field not only because of the interference in signal transmission but also the complexity in acoustic environment. Traditional WW model training requires large amount of in-domain WW-specific data with substantial human annotations. This prevents the mod…

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