A Hybrid of Deep Audio Feature and i-vector for Artist Recognition

Understand

Artist recognition is a task of modeling the artist's musical style.

• This problem is challenging because there is no clear standard.
• We propose a hybrid method of the generative model i-vector and the discriminative model deep convolutional neural network.
• We show that this approach achieves state-of-the-art performance by complementing each other.