Abstract: Experiment shows that speech recognition system withhigh recognition rate in laboratory environment will greatly decreased in practical field. This severally restricted the use of speech recognition techniques.We carried out a serials of experiments and studies in the parcel sorting workstation, and proposed robust noise suppression methods which revealed encouragingresults in the practical field. The experimental data are given.

Key words: speech recognition, speech signal processing, noise suppression methods