It all depends where those recordings were stored. You can attempt a possible recovery only if the files were stored on the external storage because you can remove that storage and connect it to a PC where you can run an application.
Use the following link to reach the application's page, then click the big green download button to save it to your PC. Install it and initiate a scan by selecting the partition of the SD card and enable the Deep Scan.