Good authentication performance and liveness detection are two key requirements in many
authentication systems. To avoid replay attacks, a novel visual speaker authentication
scheme with random prompt texts is proposed. Compared with the fixed password scenario,
visual speaker authentication with random prompt texts is much more challenging because it
is impossible to ask the client to pronounce every possible prompt text to be used as training
samples. In order to solve this problem, a new deep convolutional neural network is …