Isolated and Ensemble Audio Preprocessing Methods for Detecting Adversarial Examples against Automatic Speech Recognition

Krishan Rajaratnam, Kunal Shah, Jugal Kalita


Anthology ID:
O18-1002
Volume:
Proceedings of the 30th Conference on Computational Linguistics and Speech Processing (ROCLING 2018)
Month:
October
Year:
2018
Address:
Hsinchu, Taiwan
Venue:
ROCLING
SIG:
Publisher:
The Association for Computational Linguistics and Chinese Language Processing (ACLCLP)
Note:
Pages:
16–30
Language:
URL:
https://aclanthology.org/O18-1002
DOI:
Bibkey:
Cite (ACL):
Krishan Rajaratnam, Kunal Shah, and Jugal Kalita. 2018. Isolated and Ensemble Audio Preprocessing Methods for Detecting Adversarial Examples against Automatic Speech Recognition. In Proceedings of the 30th Conference on Computational Linguistics and Speech Processing (ROCLING 2018), pages 16–30, Hsinchu, Taiwan. The Association for Computational Linguistics and Chinese Language Processing (ACLCLP).
Cite (Informal):
Isolated and Ensemble Audio Preprocessing Methods for Detecting Adversarial Examples against Automatic Speech Recognition (Rajaratnam et al., ROCLING 2018)
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PDF:
https://aclanthology.org/O18-1002.pdf
Data
Speech Commands