Qualitative and Quantitative Evaluation
Discover the qualitative and quantitative methodologies employed in the realm of audio enhancement.
We'll cover the following
In this lesson, we are going to review and implement qualitative and quantitative methods for audio enhancement techniques.
Qualitative evaluation
As we discussed earlier, qualitative techniques provide a quick way to confirm that the training and the models being trained are producing the expected results. In this section, we used the TensorBoard ability to include audio files to listen to model outputs during training. The following is a screenshot of the TensorBoard interface showcasing clean, denoised, and noisy audio files:
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