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Nicholas Mehlman

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • eess.AS2

identity via Semantic Scholar / OpenAlex

most citedPerceptual-based deep-learning denoiser as a defense against adversarial attacks on ASR systems

2 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

eess.AS2022★ 1 cited

Mel Frequency Spectral Domain Defenses against Adversarial Attacks on Speech Recognition Systems

Nicholas Mehlman, Anirudh Sreeram, Raghuveer Peri +1

A variety of recent works have looked into defenses for deep neural networks against adversarial attacks particularly within the image processing domain. Speech processing applicat…

eess.AS2021★ 2 cited

Perceptual-based deep-learning denoiser as a defense against adversarial attacks on ASR systems

Anirudh Sreeram, Nicholas Mehlman, Raghuveer Peri +2

In this paper we investigate speech denoising as a defense against adversarial attacks on automatic speech recognition (ASR) systems. Adversarial attacks attempt to force misclassi…

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