The laryngophone , in spite of its strong ability of anti-environment, will produce a certain noise itself while being used. In this paper, by making use of the relevance of the microphone speech signal with the laryngphone speech signal recorded synchronously, the noise signal of the laryngophone is abstracted by the auto-adaptive linear filter, and based on this, its characteristics are analyzed and the solution is put forward.