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Implementation of audio data augmentation in Python
Jan. 17, 2022, 9:27 a.m. | /u/diabulusInMusica
Data Science www.reddit.com
I’ve published a new video in the “Audio #DataAugmentation” series.
The previous videos tackled the theoretical aspects of #Audio augmentation. In the new video, we switch to implementation.
You can learn how to implement 5 important audio augmentation techniques in Python, which all good #AI #audio engineer should know:
📌 Noise addition (from scratch)
📌 Time stretching (using librosa)
📌 Pitch scaling (using librosa)
📌 Polarity inversion (from scratch)
📌 Random gain (from scratch)
Have fun!
Video: https://www.youtube.com/watch?v=umAXGVzVvwQ&list=PL-wATfeyAMNoR4aqS-Fv0GRmS6bx5RtTW&index=3
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