Hugging Face's logo

Spaces:
zjc1617018
/
maskgct
Runtime error

App Files Community
maskgct
File size: 3,754 Bytes 
8c92a11
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
# Copyright (c) 2023 Amphion.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.

######## Build Experiment Environment ###########
exp_dir=$(cd `dirname $0`; pwd)
work_dir=$(dirname $(dirname $exp_dir))

export WORK_DIR=$work_dir
export PYTHONPATH=$work_dir
export PYTHONIOENCODING=UTF-8

######## Parse the Given Parameters from the Commond ###########
options=$(getopt -o c:n:s --long gpu:,reference_folder:,generated_folder:,dump_folder:,metrics:,fs:,align_method:,energy_db_scale:,f0_subtract_mean:,similarity_model:,similarity_mode:,ltr_path:,intelligibility_mode:,language: -- "$@")
eval set -- "$options"

while true; do
  case $1 in
    # Visible GPU machines. The default value is "0".
    --gpu) shift; gpu=$1 ; shift ;;
    # Reference Audio Folder
    --reference_folder) shift; ref_dir=$1 ; shift ;;
    # Generated Audio Folder
    --generated_folder) shift; deg_dir=$1 ; shift ;;
    # Result Dumping Folder
    --dump_folder) shift; dump_dir=$1 ; shift ;;
    # Metrics to Compute
    --metrics) shift; metrics=$1 ; shift ;;
    # Sampling Rate
    --fs) shift; fs=$1 ; shift ;;

    # Method for aligning F0. The default value is "cut"
    --align_method) shift; align_method=$1 ; shift ;;
    # Method for normalizing F0. The default value is "True"
    --f0_subtract_mean) shift; f0_subtract_mean=$1 ; shift ;;
    # Method for normalizing Energy. The default value is "True"
    --energy_db_scale) shift; energy_db_scale=$1 ; shift ;;

    # Model for computing speaker similarity. The default value is "wavlm"
    --similarity_model) shift; similarity_model=$1 ; shift ;;
    # Mode for computing speaker similarity. The default value is "pairwith"
    --similarity_mode) shift; similarity_mode=$1 ; shift ;;
    
    # Path for the transcript.
    --ltr_path) shift; ltr_path=$1 ; shift ;;
    # Mode for computing CER and WER. The default value is "gt_audio"
    --intelligibility_mode) shift; intelligibility_mode=$1 ; shift ;;
    # Language for computing CER and WER. The default value is "english"
    --language) shift; language=$1 ; shift ;;

    --) shift ; break ;;
    *) echo "Invalid option: $1" exit 1 ;;
  esac
done

### Value check ###
if [ -z "$ref_dir" ]; then
    echo "[Error] Please specify the reference_folder"
    exit 1
fi

if [ -z "$deg_dir" ]; then
    echo "[Error] Please specify the generated_folder"
    exit 1
fi

if [ -z "$dump_dir" ]; then
    echo "[Error] Please specify the dump_folder"
    exit 1
fi

if [ -z "$metrics" ]; then
    echo "[Error] Please specify the metrics"
    exit 1
fi

if [ -z "$gpu" ]; then
    gpu="0"
fi

if [ -z "$fs" ]; then
    fs="None"
fi

if [ -z "$align_method" ]; then
    align_method="dtw"
fi

if [ -z "$energy_db_scale" ]; then
    energy_db_scale="True"
fi

if [ -z "$f0_subtract_mean" ]; then
    f0_subtract_mean="True"
fi

if [ -z "$similarity_model" ]; then
    similarity_model="wavlm"
fi

if [ -z "$similarity_mode" ]; then
    similarity_mode="pairwith"
fi

if [ -z "$ltr_path" ]; then
    ltr_path="None"
fi

if [ -z "$intelligibility_mode" ]; then
    intelligibility_mode="gt_audio"
fi

if [ -z "$language" ]; then
    language="english"
fi

######## Calculate Objective Metrics ###########
CUDA_VISIBLE_DEVICES=$gpu python "$work_dir"/bins/calc_metrics.py \
    --ref_dir $ref_dir \
    --deg_dir $deg_dir \
    --dump_dir $dump_dir \
    --metrics $metrics \
    --fs $fs \
    --align_method $align_method \
    --db_scale $energy_db_scale \
    --f0_subtract_mean $f0_subtract_mean \
    --similarity_model $similarity_model \
    --similarity_mode $similarity_mode \
    --ltr_path $ltr_path \
    --intelligibility_mode $intelligibility_mode \
    --language $language