#!/bin/bash
  # Copyright 2016 Alibaba Robotics Corp. (Author: Xingyu Na)
  # Apache2.0
  
  # This runs SGMM training.
  
  . ./cmd.sh
  . ./path.sh
  
  steps/train_ubm.sh --cmd "$train_cmd" \
    900 data/train data/lang exp/tri5a_ali exp/ubm5a || exit 1;
  
  steps/train_sgmm2.sh --cmd "$train_cmd" \
    14000 35000 data/train data/lang exp/tri5a_ali \
    exp/ubm5a/final.ubm exp/sgmm2_5a || exit 1;
  
  utils/mkgraph.sh data/lang_test exp/sgmm2_5a exp/sgmm2_5a/graph || exit 1;
  steps/decode_sgmm2.sh --nj 10 --cmd "$decode_cmd" --config conf/decode.config \
    --transform-dir exp/tri5a/decode \
    exp/sgmm2_5a/graph data/dev exp/sgmm2_5a/decode || exit 1;
  
  exit 0;