Deep neural network acoustic models for spoken assessment applications

DNN-HMMs outperform GMM-HMMs by a large margin for all spoken assessment tasks.Open-ended tasks benefit far more than constrained tasks from the use of DNN-HMMs.For open-ended tasks, DNN-HMMs can t...