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training speed measures

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2012-02-05
2012-09-22
  • Joseph Knaan

    Joseph Knaan - 2012-02-05

    I cannot find much information on sphinx training speed. There is only this
    link:
    http://www.speech.cs.cmu.edu/sphinxman/FAQ.html#3
    Are there any measurements on the training speed given the amount of
    recordings, dictionary size, whether its Context Independent or context
    dependent?

     
  • Nickolay V. Shmyrev

    The speed depends only on database size and on number of CPUs.

    There are no measurements for all possible combinations of processors and
    database sizes. If you have some specific values in mind, you can ask about
    them.

     
  • Joseph Knaan

    Joseph Knaan - 2012-02-05

    thanks,

    we are using Amazon cloud with this configuration:
    7.5 GB memory
    4 EC2 Compute Units (2 virtual cores with 2 EC2 Compute Units each)
    where each EC2 Compute Unit provides the equivalent CPU capacity of a 1.0-1.2
    GHz 2007 Opteron or 2007 Xeon processor.

    We have around 10hours of 5-10 seconds recordings.

    Thanks for your help!

     
  • Nickolay V. Shmyrev

    10 hours database is trained in less then an hour on single core.

     

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