Here is the list of best 5 software tools to get MP3 files back in Windows and macOS

Simple steps to recover deleted MP3, MP3 Audio File on Windows & Mac

Step 1:
On a Mac or Windows machine, download and install the application
Step 2:
Fire up the software and prepare for scanning by selecting the disk that contained the lost files
Step 3:
The Recover button starts the scanning process to discover deleted files
Step 4:
Click Recover after determining which files are to be recovered from those in the preview display

Best 5 data recovery software for Audio Files

Disk Drill
Free version, Pro version $89

Free recovery: Free recovery - 500 MB

666762
Stellar
Free, Standard $49.99 , Professional $79.99, Premium $99.99, Technician $199

Free recovery: Free scan & preview

484261
Orion File Recovery
Subscription Plan $0.55/mo, Lifetime License (Home use $5.99, Commercial $6.99)

Free recovery: No free version

1176087
FILERECOVERY
Standard $69.95, Professional $99.95

Free recovery: Free scan & preview

27491
Data Rescue 5
Free, Standard $99, Professional $299

Free recovery: Free scan & preview

23106