-
Notifications
You must be signed in to change notification settings - Fork 2
/
run-xent.sh
142 lines (121 loc) · 6.83 KB
/
run-xent.sh
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
#!/usr/bin/env bash
# Set this to somewhere where you want to put your data, or where
# someone else has already put it. You'll want to change this
# if you're not on the CLSP grid.
data="/scratch/elec/puhe/c/librispeech/"
# base url for downloads.
data_url=www.openslr.org/resources/12
lm_url=www.openslr.org/resources/11
mfccdir=mfcc
stage=1
. ./cmd.sh
. ./path.sh
. parse_options.sh
# you might not want to do this for interactive shells.
set -e
# NOTE: Run run.sh first!
if [ $stage -le 24 ]; then
local/chain/run_training.sh --py_script local/chain/sb-train-xent.py --hparams hyperparams/chain/New-CRDNN-FF-10-XENT.yaml
fi
if [ $stage -le 25 ]; then
srun --mem 32G --time 1:0:0 -c4 utils/mkgraph.sh data/lang_bpe.5000.varikn/ exp/chain/tree exp/chain/graph/graph_bpe.5000.varikn_xent
fi
if [ $stage -le 27 ]; then
local/chain/decode.sh --datadir data/dev_clean \
--hparams hyperparams/chain/New-CRDNN-FF-10-XENT.yaml \
--py_script local/chain/sb-test-xent.py \
--graphdir exp/chain/graph/graph_bpe.5000.varikn_xent \
--acwt 0.1 --post-decode-acwt 1.0 \
--decodedir "exp/chain/New-CRDNN-FF-10-XENT/2602-2256units/decode_dev_clean_bpe.5000.varikn_acwt0.1"
local/chain/decode.sh --datadir data/dev_other/ \
--hparams hyperparams/chain/New-CRDNN-FF-10-XENT.yaml \
--py_script local/chain/sb-test-xent.py \
--graphdir exp/chain/graph/graph_bpe.5000.varikn_xent \
--acwt 1.0 --post-decode-acwt 10.0 \
--decodedir "exp/chain/New-CRDNN-FF-10-XENT/2602-2256units/decode_dev_other_bpe.5000.varikn_acwt0.1"
fi
if [ $stage -le 28 ]; then
local/chain/run_training.sh \
--py_script local/chain/sb-train-xent.py \
--hparams "hyperparams/chain/New-CRDNN-FF-10-XENT-contd.yaml"
fi
if [ $stage -le 29 ]; then
local/chain/decode.sh --datadir data/dev_clean \
--hparams hyperparams/chain/New-CRDNN-FF-10-XENT-contd.yaml \
--py_script local/chain/sb-test-xent.py \
--graphdir exp/chain/graph/graph_bpe.5000.varikn_xent \
--acwt 0.3 --post-decode-acwt 3.0 \
--decodedir "exp/chain/New-CRDNN-FF-10-XENT-contd/2602-2256units/decode_dev_clean_bpe.5000.varikn_acwt0.3"
local/chain/decode.sh --datadir data/dev_other/ \
--hparams hyperparams/chain/New-CRDNN-FF-10-XENT-contd.yaml \
--py_script local/chain/sb-test-xent.py \
--graphdir exp/chain/graph/graph_bpe.5000.varikn_xent \
--acwt 0.3 --post-decode-acwt 3.0 \
--decodedir "exp/chain/New-CRDNN-FF-10-XENT-contd/2602-2256units/decode_dev_other_bpe.5000.varikn_acwt0.3"
fi
if [ $stage -le 30 ]; then
srun --mem 32G --time 1:0:0 -c4 utils/mkgraph.sh data/lang_3gram_pruned_char/ exp/chain/tree exp/chain/graph/graph_3gram_pruned_char_xent
fi
if [ $stage -le 31 ]; then
local/chain/decode.sh --datadir data/test_clean \
--hparams hyperparams/chain/New-CRDNN-FF-10-XENT-contd.yaml \
--py_script local/chain/sb-test-xent.py \
--graphdir exp/chain/graph/graph_bpe.5000.varikn_xent \
--acwt 0.3 --post-decode-acwt 3.0 \
--decodedir "exp/chain/New-CRDNN-FF-10-XENT-contd/2602-2256units/decode_test_clean_bpe.5000.varikn_acwt0.3"
local/chain/decode.sh --datadir data/test_other/ \
--hparams hyperparams/chain/New-CRDNN-FF-10-XENT-contd.yaml \
--py_script local/chain/sb-test-xent.py \
--graphdir exp/chain/graph/graph_bpe.5000.varikn_xent \
--acwt 0.3 --post-decode-acwt 3.0 \
--decodedir "exp/chain/New-CRDNN-FF-10-XENT-contd/2602-2256units/decode_test_other_bpe.5000.varikn_acwt0.3"
fi
num_units=$(tree-info exp/chain/tree/tree | grep "num-pdfs" | cut -d" " -f2)
seed=2602
if [ $stage -le 32 ]; then
local/chain/decode.sh \
--acwt 0.3 --post-decode-acwt 3.0 \
--stage 2 --posteriors_from "exp/chain/New-CRDNN-FF-10-XENT-contd/${seed}-${num_units}units/decode_dev_clean_bpe.5000.varikn_acwt0.3/" \
--decodedir "exp/chain/New-CRDNN-FF-10-XENT-contd/${seed}-${num_units}units/decode_dev_clean_3gram_pruned_char_acwt0.3" \
--graphdir "exp/chain/graph/graph_3gram_pruned_char_xent"
local/chain/decode.sh \
--acwt 0.3 --post-decode-acwt 3.0 \
--datadir "data/dev_other" \
--stage 2 --posteriors_from "exp/chain/New-CRDNN-FF-10-XENT-contd/${seed}-${num_units}units/decode_dev_other_bpe.5000.varikn_acwt0.3/" \
--decodedir "exp/chain/New-CRDNN-FF-10-XENT-contd/${seed}-${num_units}units/decode_dev_other_3gram_pruned_char_acwt0.3" \
--graphdir "exp/chain/graph/graph_3gram_pruned_char_xent"
fi
if [ $stage -le 37 ]; then
steps/lmrescore_const_arpa.sh --scoring-opts "--hyp_filtering_cmd cat" \
--cmd "$basic_cmd" data/lang_3gram_pruned_char/ data/lang_4gram_char_const \
data/dev_clean exp/chain/New-CRDNN-FF-10-XENT-contd/${seed}-${num_units}units/decode_dev_clean_3gram_pruned_char_acwt0.3 \
exp/chain/New-CRDNN-FF-10-XENT-contd/${seed}-${num_units}units/decode_dev_clean_4gram_char_rescored_acwt0.3
steps/lmrescore_const_arpa.sh --scoring-opts "--hyp_filtering_cmd cat --max_lmwt 22" \
--cmd "$basic_cmd" data/lang_3gram_pruned_char/ data/lang_4gram_char_const \
data/dev_other exp/chain/New-CRDNN-FF-10-XENT-contd/${seed}-${num_units}units/decode_dev_other_3gram_pruned_char_acwt0.3 \
exp/chain/New-CRDNN-FF-10-XENT-contd/${seed}-${num_units}units/decode_dev_other_4gram_char_rescored_acwt0.3
fi
if [ $stage -le 33 ]; then
local/chain/decode.sh \
--acwt 0.3 --post-decode-acwt 3.0 \
--datadir "data/test_clean" \
--stage 2 --posteriors_from "exp/chain/New-CRDNN-FF-10-XENT-contd/${seed}-${num_units}units/decode_test_clean_bpe.5000.varikn_acwt0.3/" \
--decodedir "exp/chain/New-CRDNN-FF-10-XENT-contd/${seed}-${num_units}units/decode_test_clean_3gram_pruned_char_acwt0.3" \
--graphdir "exp/chain/graph/graph_3gram_pruned_char_xent"
local/chain/decode.sh \
--acwt 0.3 --post-decode-acwt 3.0 \
--datadir "data/test_other" \
--stage 2 --posteriors_from "exp/chain/New-CRDNN-FF-10-XENT-contd/${seed}-${num_units}units/decode_test_other_bpe.5000.varikn_acwt0.3/" \
--decodedir "exp/chain/New-CRDNN-FF-10-XENT-contd/${seed}-${num_units}units/decode_test_other_3gram_pruned_char_acwt0.3" \
--graphdir "exp/chain/graph/graph_3gram_pruned_char_xent"
fi
if [ $stage -le 34 ]; then
steps/lmrescore_const_arpa.sh --scoring-opts "--hyp_filtering_cmd cat" \
--cmd "$basic_cmd" data/lang_3gram_pruned_char/ data/lang_4gram_char_const \
data/test_clean exp/chain/New-CRDNN-FF-10-XENT-contd/${seed}-${num_units}units/decode_test_clean_3gram_pruned_char_acwt0.3 \
exp/chain/New-CRDNN-FF-10-XENT-contd/${seed}-${num_units}units/decode_test_clean_4gram_char_rescored_acwt0.3
steps/lmrescore_const_arpa.sh --scoring-opts "--hyp_filtering_cmd cat --max_lmwt 22" \
--cmd "$basic_cmd" data/lang_3gram_pruned_char/ data/lang_4gram_char_const \
data/test_other exp/chain/New-CRDNN-FF-10-XENT-contd/${seed}-${num_units}units/decode_test_other_3gram_pruned_char_acwt0.3 \
exp/chain/New-CRDNN-FF-10-XENT-contd/${seed}-${num_units}units/decode_test_other_4gram_char_rescored_acwt0.3
fi