With the rapid development of the Internet, it is more and more difficult to get interested information from the mass of information. In order to alleviate the problem of data sparsity, this paper proposes an intelligent recommender of mobile wireless communication information based on speech recognition technology under strong multipath interference with the help of speech recognition technology. According to different types of mobile wireless communication information, the recommended path is selected, and the information is denoised to reduce the interference value of mobile wireless communication information intelligent recommendation and ensure the recommendation effect. Finally, the experimental results show that the proposed intelligent recommendation method of mobile wireless communication information based on speech recognition technology under strong multipath interference has high prediction accuracy and resource diversity, strong excavation ability, and good recommendation effect.