You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
|
|
|
|
#! /usr/bin/bash
|
|
|
|
|
|
|
|
|
|
pushd ../.. > /dev/null
|
|
|
|
|
|
|
|
|
|
# download language model
|
|
|
|
|
pushd models/lm > /dev/null
|
|
|
|
|
sh download_lm_en.sh
|
|
|
|
|
if [ $? -ne 0 ]; then
|
|
|
|
|
exit 1
|
|
|
|
|
fi
|
|
|
|
|
popd > /dev/null
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# evaluate model
|
|
|
|
|
CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 \
|
|
|
|
|
python -u test.py \
|
|
|
|
|
--batch_size=16 \
|
|
|
|
|
--trainer_count=8 \
|
|
|
|
|
--beam_size=500 \
|
|
|
|
|
--num_proc_bsearch=8 \
|
|
|
|
|
--num_proc_data=4 \
|
|
|
|
|
--num_conv_layers=2 \
|
|
|
|
|
--num_rnn_layers=3 \
|
|
|
|
|
--rnn_layer_size=2048 \
|
|
|
|
|
--alpha=0.36 \
|
|
|
|
|
--beta=0.25 \
|
|
|
|
|
--cutoff_prob=0.99 \
|
|
|
|
|
--use_gru=False \
|
|
|
|
|
--use_gpu=True \
|
|
|
|
|
--share_rnn_weights=True \
|
|
|
|
|
--test_manifest='data/tiny/manifest.tiny' \
|
|
|
|
|
--mean_std_path='data/tiny/mean_std.npz' \
|
|
|
|
|
--vocab_path='data/tiny/vocab.txt' \
|
|
|
|
|
--model_path='checkpoints/params.pass-19.tar.gz' \
|
|
|
|
|
--lang_model_path='models/lm/common_crawl_00.prune01111.trie.klm' \
|
|
|
|
|
--decoding_method='ctc_beam_search' \
|
|
|
|
|
--error_rate_type='wer' \
|
|
|
|
|
--specgram_type='linear'
|
|
|
|
|
|
|
|
|
|
if [ $? -ne 0 ]; then
|
|
|
|
|
echo "Failed in evaluation!"
|
|
|
|
|
exit 1
|
|
|
|
|
fi
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
exit 0
|
