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Small energy masking for improved neural network training for end-to-end speech recognition

Small energy masking for improved neural network training for end-to-end speech recognition

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2357104176

Small energy masking for improved neural network training for end-to-end speech recognition

About this item

Full title

Small energy masking for improved neural network training for end-to-end speech recognition

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2020-02

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

In this paper, we present a Small Energy Masking (SEM) algorithm, which masks inputs having values below a certain threshold. More specifically, a time-frequency bin is masked if the filterbank energy in this bin is less than a certain energy threshold. A uniform distribution is employed to randomly generate the ratio of this energy threshold to th...

Alternative Titles

Full title

Small energy masking for improved neural network training for end-to-end speech recognition

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2357104176

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2357104176

Other Identifiers

E-ISSN

2331-8422

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