Maybe you want to instead capture everything up to the second double quote?

.*TEXT:\s+"([^"]+)"
[download]

If you have both, lines with and lines without double quotes, you will have to show more data.

Update: After reading haukex answer, I now realize that I only understood half of your question. Use my answer to extract the full path and then use File::Spec to get the actual filename.