Start mp3diags
Click on the cogswheel top left
A dialogue to select folders opens.
Select the folder with the problematic files
Let MP3diags make its analysis run
See what is reported about the files.
Anything about truncated or bad streams means that the file is broken.
Missing pictures, low quality or too much padding can be ignored