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Pass phrase spotting with speaker verification

Li3
2013-10-24
2013-10-24
  • Li3

    Li3 - 2013-10-24

    Hi,

    We are trying to solve the following problem:

    • User records a Pass phrase of his/her choice (one or more times) on the device.
    • After the training, he/she has to speak the same phrase in order for the system to
      recognize him/her and allow access.
    • If a person, other than user speaks the same phrase, the system rejects him/her with
      reasonable degree of accuracy.
    • There needs to be some noise immunity in the system in the sense that user might have
      trained the system in quiet environment but might want to use it in some noisy environment
      so the system needs to work.
    • If possible, we'd like to use pocketsphinx like front end for VAD (voice activity detection)
      and feature vector creation.

    Is such a thing possible with any of the Sphinx versions available ? or could somebody please
    direct me to some papers/references which can be of help for such implementation.

    Thnx,

    Li

     
  • Nickolay V. Shmyrev

    Is such a thing possible with any of the Sphinx versions available ?

    No, this is not available out-of-box

    or could somebody please direct me to some papers/references which can be of help for such implementation.

    Utterance verification On DTW based speech recognition using likelihood

    http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=5620715

     

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