In the tensorflow docs, it stated that tf.contrib.ffmpeg.decode_audio is depreciated, however it does not state what it's replacement is...
THIS FUNCTION IS DEPRECATED. It will be removed after 2018-09-04. Instructions for updating: This will be deleted and should not be used.
Here is the link: https://www.tensorflow.org/api_docs/python/tf/contrib/ffmpeg/decode_audio
from tf.contrib.ffmpeg.decode_audio replacement?
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