TR2007-057

A Framework for Secure Speech Recognition


    •  Smaragdis, P., Shashanka, M., "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}
      • }
  • Research Area:

    Speech & Audio

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

    •  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 & Audio
      Brief
      • 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.
    •  
    •  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 Vetro
      Brief
      • 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

  •  Smaragdis, P., Shashanka, M., "A Framework for Secure Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), April 2007, vol. 4, pp. 969-972.
    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}
    • }