How can I upsample 22 kHz speech audio recording to 44 kHz, maybe using AI?
What you want to do is called &quot;Super Resolution&quot; in the field of imaging.
This is an ill posed problem.
Hence in order to solve it you need some prior / model about your audio data.
For example you may look at the model in Speech Super Resolution Using Parallel WaveNet.