run_180m_flash.sh
2.8 KB
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
#!/usr/bin/env bash
# Copyright 2025 Xiaomi Corp. (authors: Fangjun Kuang)
set -ex
log() {
# This function is from espnet
local fname=${BASH_SOURCE[1]##*/}
echo -e "$(date '+%Y-%m-%d %H:%M:%S') (${fname}:${BASH_LINENO[0]}:${FUNCNAME[1]}) $*"
}
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/de.wav
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/en.wav
pip install \
nemo_toolkit['asr'] \
"numpy<2" \
ipython \
kaldi-native-fbank \
librosa \
onnx==1.17.0 \
onnxmltools \
onnxruntime==1.17.1 \
soundfile
python3 ./export_onnx_180m_flash.py
ls -lh *.onnx
log "-----fp32------"
python3 ./test_180m_flash.py \
--encoder ./encoder.onnx \
--decoder ./decoder.onnx \
--source-lang en \
--target-lang en \
--tokens ./tokens.txt \
--wav ./en.wav
python3 ./test_180m_flash.py \
--encoder ./encoder.onnx \
--decoder ./decoder.onnx \
--source-lang en \
--target-lang de \
--tokens ./tokens.txt \
--wav ./en.wav
python3 ./test_180m_flash.py \
--encoder ./encoder.onnx \
--decoder ./decoder.onnx \
--source-lang de \
--target-lang de \
--tokens ./tokens.txt \
--wav ./de.wav
python3 ./test_180m_flash.py \
--encoder ./encoder.onnx \
--decoder ./decoder.onnx \
--source-lang de \
--target-lang en \
--tokens ./tokens.txt \
--wav ./de.wav
log "-----int8------"
python3 ./test_180m_flash.py \
--encoder ./encoder.int8.onnx \
--decoder ./decoder.fp16.onnx \
--source-lang en \
--target-lang en \
--tokens ./tokens.txt \
--wav ./en.wav
python3 ./test_180m_flash.py \
--encoder ./encoder.int8.onnx \
--decoder ./decoder.fp16.onnx \
--source-lang en \
--target-lang de \
--tokens ./tokens.txt \
--wav ./en.wav
python3 ./test_180m_flash.py \
--encoder ./encoder.int8.onnx \
--decoder ./decoder.fp16.onnx \
--source-lang de \
--target-lang de \
--tokens ./tokens.txt \
--wav ./de.wav
python3 ./test_180m_flash.py \
--encoder ./encoder.int8.onnx \
--decoder ./decoder.fp16.onnx \
--source-lang de \
--target-lang en \
--tokens ./tokens.txt \
--wav ./de.wav
log "-----fp16------"
python3 ./test_180m_flash.py \
--encoder ./encoder.fp16.onnx \
--decoder ./decoder.fp16.onnx \
--source-lang en \
--target-lang en \
--tokens ./tokens.txt \
--wav ./en.wav
python3 ./test_180m_flash.py \
--encoder ./encoder.fp16.onnx \
--decoder ./decoder.fp16.onnx \
--source-lang en \
--target-lang de \
--tokens ./tokens.txt \
--wav ./en.wav
python3 ./test_180m_flash.py \
--encoder ./encoder.fp16.onnx \
--decoder ./decoder.fp16.onnx \
--source-lang de \
--target-lang de \
--tokens ./tokens.txt \
--wav ./de.wav
python3 ./test_180m_flash.py \
--encoder ./encoder.fp16.onnx \
--decoder ./decoder.fp16.onnx \
--source-lang de \
--target-lang en \
--tokens ./tokens.txt \
--wav ./de.wav