posted an update

  • More songs available for demo.

  • Updated Pitch Detection Algorithm.: Uses Machine Learning (Tensorflow) to determine the frequency of small intervals (~10 ms) in the each audio bite corresponding to a word in the transcription. After truncation and converting the frequencies to semitone units (musical notes), the most frequent musical tone is returned as the pitch of that audio bite.

  • Optimized dependencies for Sagemaker environment.: Reduced the execution time for fulfilling dependencies by migrating to Tensorflow notebook. This will make the demo much quicker. Local environment support in addition to Sagemaker coming soon.

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