Rutuja Ubale

Neural Approaches to Automated Speech Scoring of Monologue and Dialogue Responses

We present Neural Network (NN) approaches to the automated assessment of non-native spontaneous speech in a monologic task and a simulated dialogic task. Three attention-based Bidirectional Long Short-Term Memory (BLSTM) Recurrent Neural Networks (RNN) are employed to learn three dimensions (i.e., d…