Re-examination of the Role of Latent Variables in Sequence Modeling

Zihang Dai, Guokun Lai, Yiming Yang +1

With latent variables, stochastic recurrent models have achieved state-of-the-art performance in modeling sound-wave sequence. However, opposite results are also observed in other…