HMM vs. CTC for Automatic Speech Recognition: Comparison Based on Full-Sum Training from Scratch

Tina Raissi, Wei Zhou, Simon Berger +2

In this work, we compare from-scratch sequence-level cross-entropy (full-sum) training of Hidden Markov Model (HMM) and Connectionist Temporal Classification (CTC) topologies for a…