Welcome to Android Central! Does the call drop, or does it just go to the phone's earpiece speaker? When this happens, do you notice a headphone icon appear in the status bar? One possibility is that there's an issue with the headphone jack where it's intermittently thinking a headset is plugged in, which might turn off speakerphone.