TR2007-057
A Framework for Secure Speech Recognition
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- "A Framework for Secure Speech Recognition", IEEE Transactions on Audio, Speech and Language Processing, DOI: 10.1109/TASL.2007.894526, Vol. 15, No. 4, pp. 1404-1413, May 2007.BibTeX TR2007-057 PDF
- @article{Smaragdis2007may,
- author = {Smaragdis, P. and Shashanka, M.},
- title = {A Framework for Secure Speech Recognition},
- journal = {IEEE Transactions on Audio, Speech and Language Processing},
- year = 2007,
- volume = 15,
- number = 4,
- pages = {1404--1413},
- month = may,
- doi = {10.1109/TASL.2007.894526},
- issn = {1558-7916},
- url = {https://www.merl.com/publications/TR2007-057}
- }
,
- "A Framework for Secure Speech Recognition", IEEE Transactions on Audio, Speech and Language Processing, DOI: 10.1109/TASL.2007.894526, Vol. 15, No. 4, pp. 1404-1413, May 2007.
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Research Area:
Abstract:
In this paper, we present a process which enables privacy-preserving speech recognition transactions between two parties. We assume one party with private speech data and one party with private speech recognition models. Our goal is to enable these parties to perform a speech recognition task using their data, but without exposing their private information to each other. We will demonstrate how using secure multiparty computation principles we can construct a system where this transaction is possible, and how this system is computationally and securely correct. The protocols described herein can be used to construct a rudimentary speech recognition systm and can easily be extended for arbitrary audio and speech processing.
Related News & Events
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NEWS IEEE Transactions on Audio, Speech and Language Processing: publication by MERL researchers and others Date: May 1, 2007
Where: IEEE Transactions on Audio, Speech and Language Processing
Research Area: Speech & AudioBrief- The article "A Framework for Secure Speech Recognition" by Smaragdis, P. and Shashanka, M. was published in IEEE Transactions on Audio, Speech and Language Processing.
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NEWS ICASSP 2007: 4 publications by Anthony Vetro, Paris Smaragdis and others Date: April 15, 2007
Where: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
MERL Contact: Anthony VetroBrief- The papers "Using Distributed Source Coding to Secure Fingerprint Biometrics" by Draper, S.C., Khisti, A., Martinian, E., Vetro, A. and Yedidia, J.S., "A Framework for Secure Speech Recognition" by Smaragdis, P. and Shashanka, M., "Sparse Overcomplete Decomposition for Single Channel Speaker Separation" by Shashanka, M.V.S., Raj, B. and Smaragdis, P. and "Bandwidth Expansion with a Polya URN Model" by Raj, B., Singh, R., Shashanka, M. and Smaragdis, P. were presented at the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
Related Publication
BibTeX IEEE Xplore
- @inproceedings{Smaragdis2007apr,
- author = {Smaragdis, P. and Shashanka, M.},
- title = {A Framework for Secure Speech Recognition},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2007,
- volume = 4,
- pages = {969--972},
- month = apr,
- issn = {1520-6149},
- url = {https://ieeexplore.ieee.org/document/4218264}
- }