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andriosr / deeptrolldetector

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Improve the raw data cleaning to get a bigger training set

andriosr
andriosr commented Jun 23, 2018

As the inputs to the model are the spectrograms, we need to extract the dimensions of the audio files after parsing them to spectrograms. Once the raw data audio files have different sizes, they would generate different input sizes, which would not work for our model. For that reason, I've trimmed the audio files to 30 seconds clips.

To clean the audio files, I've used ffmpeg. First, we need to

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bug data-cleaning good first issue training-data

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