Burning stream network into DEM layer using ArcGIS Desktop?

I am working on a DEM that in an area where there is little relief.

I would like to 'burn' the river network into the DEM so I can calculate flow accumulation and flow length accurately.

I am using ArcGIS Desktop 10.