  In a recent Physical Review Letter, Mantegna et. al., report that certain
statistical signatures of natural language can be found in non-coding DNA
sequences. In this comment we show that random noise with power-law correlation
similar to $1/f$ noise, exhibits the same "linguistic" signature as those found
in non-coding DNA. We conclude that these signatures cannot distinguish
languages from noise.
