How to retrieve a deleted voice note from iPhone 5s?
Unless you have a backup, no. Once it's deleted, it's gone from your device. Check the time on the last iCloud backup — if it's after you recording the audio but before you deleted it, you can restore from your iCloud backup to get the voice memo back.