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TensorFlow: Powerful Predictive Analytics with TensorFlow
book

TensorFlow: Powerful Predictive Analytics with TensorFlow

by Md. Rezaul Karim
March 2018
Intermediate to advanced content levelIntermediate to advanced
164 pages
3h 39m
English
Packt Publishing
Content preview from TensorFlow: Powerful Predictive Analytics with TensorFlow

Predictive Models for Clustering Audio Files

For clustering music with audio data, the data points are the feature vectors from the audio files. If two points are close together, it means that their audio features are similar. We want to discover which audio files belong to the same neighborhood because these clusters will probably be a good way to organize your music files:

  1. Loading audio files with TensorFlow and Python.

    Some common input types in ML algorithms are audio and image files. This shouldn't come as a surprise because sound recordings and photographs are raw, redundant, ab nd often noisy representations of semantic concepts. ML is a tool to help handle these complications. These data files have various implementations, for example, an ...

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Publisher Resources

ISBN: 9781789136913Supplemental Content