引言:随着计算机计算能力的提升,如何让计算机更多的替代人类脑力资源,让计算机能具有学习能力变成了最为前沿的领域。这种计算机自我学习的方式被称为深度学习,而将深度学习与多媒体技术结合则是当前最有价值的研究领域之一。本文着重介绍了计算机基于卷积神经网络的深度学习在语音识别方面的价值与趋势分析。 Introduction: With the improvement of computer computing ability, how to make computers replace human brain resources more and make computers become the most cutting-edge areas with learning ability. This way of computer self-learning is called deep learning, and the combination of deep learning and multimedia technology is one of the most valuable research fields at present. This article focuses on the computer-based convolutional neural network-based deep learning in speech recognition value and trend analysis.