blob: ad47a28be37f37b8698b616deae66309a13561c7 (
plain)
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
|
workon samplernn
function generate () {
exp_name=$1
n_samples=$2
sample_rate=$3
duration=$4
let sample_length=$3*$4
echo ""
echo "###################################################"
echo "###################################################"
echo "###################################################"
echo ""
echo ">> generating $exp_name"
echo ""
echo "###################################################"
echo "###################################################"
echo "###################################################"
echo ""
python generate.py \
--exp $exp_name --dataset $exp_name \
--frame_sizes 8 2 \
--n_rnn 2 --dim 1024 --q_levels 256 \
--seq_len 1024 --batch_size 128 \
--val_frac 0.1 --test_frac 0.1 \
--sample_rate $sample_rate \
--sample_length $sample_length \
--keep_old_checkpoints False \
--n_samples $n_samples \
--epoch_limit 1 \
--resume True
sleep 1
}
function run () {
exp_name=$1
epoch_limit=$2
n_samples=$3
sample_rate=$4
duration=$5
let sample_length=$4*$5
echo ""
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo ""
echo ">> running $exp_name"
echo ""
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>"
echo ""
python train.py \
--exp $exp_name --dataset $exp_name \
--frame_sizes 8 2 \
--n_rnn 2 --dim 1024 --q_levels 256 \
--seq_len 1024 --batch_size 128 \
--val_frac 0.1 --test_frac 0.1 \
--sample_rate $sample_rate \
--sample_length $sample_length \
--n_samples $n_samples \
--keep_old_checkpoints False \
--epoch_limit $epoch_limit \
--resume True
sleep 1
}
function standard () {
dataset=$1
run $1 6 6 44100 5
./latest.pl -l $1
}
function quick () {
dataset=$1
run $1 4 6 44100 5
./latest.pl -l $1
}
function half () {
dataset=$1
run $1 2 6 44100 5
./latest.pl -l $1
}
function fast () {
dataset=$1
run $1 1 6 44100 10
./latest.pl -l $1
}
function emph () {
dataset=$1
run $1 1 6 44100 10
run $1 3 6 44100 5
./latest.pl -l $1
}
function start () {
dataset=$1
cd datasets/
perl dataset.pl "${dataset}.wav"
cd ..
quick $dataset
}
function start_standard () {
dataset=$1
cd datasets/
perl dataset.pl "${dataset}.wav"
cd ..
standard $dataset
}
|
