Preprocessing Audio Datasets for Machine Learning

Learn how to build an audio preprocessing pipeline for AI applications in Python. The pipeline batch preprocess audio files applying Short-Time Fourier Transform, zero-padding, min-max normalization all in one go! Code: Preprocessing pipeline/ Free Spoken Digit Dataset: =============================== Interested in hiring me as a consultant/freelancer? ​​​​​​ Join The Sound Of AI Slack community: Follow Valerio on Facebook: ​ Connect with Valerio on Linkedin: Follow Valerio on Twitter: ​​​​​ =============================== Content: 0:00 Intro 0:48 The Free Spoken Digit Dataset 1:37 Pipeline intuition design 5:24 Implementating Loader 9:02 Implementing P