text: First , we present a new paradigm for << speaker-independent -LRB- SI -RRB- training of hidden Markov models -LRB- HMM -RRB- >> , which uses a large amount of [[ speech ]] from a few speakers instead of the traditional practice of using a little speech from many speakers .