Assessing Audio Quality with Deep Learning

Assessing Audio Quality with Deep Learning

  • Posted by Daitan Innovation Team
  • On February 12, 2020
  • Deep Learning, Tensor Flow 2.0, VoIP
How to train a Deep Learning system to estimate Mean Opinion Score (MOS) using TensorFow 2.0. -- If you’ve ever used VoIP (Voice Over IP) applications like Skype or Hangouts, you know that audio degradation can be a problem. In video or audio conferences, perhaps with clients and prospects, audio quality is important.
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 The Fundamental Tool That Data Scientists Can’t Miss

The Fundamental Tool That Data Scientists Can’t Miss

  • Posted by Daitan Innovation Team
  • On December 20, 2019
  • Convex Optimization, Data Science, Deep Learning
How business requirements can prevent you from using available Machine Learning tools and what to do about it. -- When hearing the term Convex Optimization, most people will immediately start talking about how gradient descent is the most awesome thing there is, how we can add momentum to it, how can we choose, adapt, or even circumvent the choice of the step-size parameter, and so on. However, in reality, convex optimization goes well beyond gradient descent and its variants.
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