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03/29/2022
Mel Frequency Spectral Domain Defenses against Adversarial Attacks on Speech Recognition Systems
A variety of recent works have looked into defenses for deep neural netw...
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08/12/2021
Dereverberation of Autoregressive Envelopes for Far-field Speech Recognition
The task of speech recognition in far-field environments is adversely af...
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07/12/2021
Perceptual-based deep-learning denoiser as a defense against adversarial attacks on ASR systems
In this paper we investigate speech denoising as a defense against adver...
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08/07/2020
Deep Learning Based Dereverberation of Temporal Envelopesfor Robust Speech Recognition
Automatic speech recognition in reverberant conditions is a challenging ...
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11/28/2019
Unsupervised Neural Mask Estimator For Generalized Eigen-Value Beamforming Based ASR
The state-of-art methods for acoustic beamforming in multi-channel ASR a...
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11/13/2019