Speech Recognition, Speech, Deep Learning, Deep Speech, Machine Learning.
we need one for each possible work connection. But if we use Phonemes, the dimensionality increase isn’t as profound as with words, for a large vocabulary. For 40 phonemes, we just need 1600 HMMs to account for the transitions. Language Models Language Model inject language knowledge into the words