深度学习在声纹识别领域的应用研究

Research on the Application of Deep Learning in Voiceprint Recognition

声纹识别是一种生物特征识别技术。为提高声纹识别在噪声复杂环境下的准确程度和识别率,本文提出了一个在噪声复杂环境下的声纹识别深度学习的改进模型。实验的结果表明,在噪声复杂环境下,该模型显著提升了声纹识别的准确程度和识别率。

Voiceprint recognition is a biometric recognition technology.To improve the accuracy and recognition rate of voiceprint recognition in noisy and complex environments,this paper proposes an improved deep learning model for voiceprint recognition in noisy and complex environments.The experimental results show that in a noisy and complex environment,the model significantly improves the accuracy and recognition rate of voiceprint recognition.