ffmpeg or sox cut only speaches

Hi,

Do you think it is possible to cut out only the speeches from a long radio recording?
I got 1 hour recording but there are some 3-10 second human speech in them.
There is complete silence in between the speeches.
The filename should be 1 second before the speech starts. I was experimenting with ffmpeg and sox.

Thanks,

Zolee