Learning Waveform-Based Acoustic Models using Deep Variational Convolutional Neural Networks

Dino Oglic, Zoran Cvetkovic, Peter Sollich

We investigate the potential of stochastic neural networks for learning effective waveform-based acoustic models. The waveform-based setting, inherent to fully end-to-end speech re…