A New Training Pipeline for an Improved Neural Transducer
A New Training Pipeline for an Improved Neural Transducer
The RNN transducer is a promising end-to-end model candidate.We compare the original training criterion with the full marginalization over all alignments, to the commonly used maximum approximation, which simplifies, improves and speeds up our training.We also generalize from the original neural network model and study more powerful models, made possible …