Spaces:
Running
Running
Liangcd
commited on
Commit
•
2a2c14b
1
Parent(s):
a487abc
[demo] Update app.py and add examples
Browse files- app.py +28 -14
- examples/BAC009S0767W0127.wav +0 -0
- examples/BAC009S0767W0424.wav +0 -0
- examples/BAC009S0767W0488.wav +0 -0
app.py
CHANGED
@@ -1,3 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
|
2 |
import json
|
3 |
import gradio as gr
|
@@ -5,48 +19,47 @@ import numpy as np
|
|
5 |
import wenetruntime as wenet
|
6 |
|
7 |
wenet.set_log_level(2)
|
8 |
-
|
9 |
|
10 |
|
11 |
def recognition(audio):
|
12 |
-
print(audio)
|
13 |
if audio is None:
|
14 |
return "Input Error! Please enter one audio!"
|
15 |
sr, y = audio
|
16 |
assert sr in [48000, 16000]
|
17 |
if sr == 48000: # Optional resample to 16000
|
18 |
y = (y / max(np.max(y), 1) * 32767)[::3].astype("int16")
|
19 |
-
ans =
|
20 |
-
if ans
|
21 |
return "ERROR! No text output! Please try again!"
|
22 |
-
# ans (json)
|
23 |
# {
|
24 |
# 'nbest' : [{"sentence" : ""}], 'type' : 'final_result
|
25 |
# }
|
26 |
ans = json.loads(ans)
|
27 |
-
print(ans)
|
28 |
txt = ans['nbest'][0]['sentence']
|
29 |
return txt
|
30 |
|
31 |
|
32 |
# input
|
33 |
-
inputs =
|
34 |
-
gr.inputs.Audio(source="microphone",
|
35 |
-
type="numpy",
|
36 |
-
label='Speaker#1')
|
37 |
-
]
|
38 |
|
39 |
output = gr.outputs.Textbox(label="Output Text")
|
40 |
|
41 |
-
|
|
|
|
|
|
|
|
|
|
|
42 |
text = "Speech Recognition in WeNet | 基于 WeNet 的语音识别"
|
43 |
|
44 |
# description
|
45 |
-
description = ("
|
46 |
|
47 |
article = (
|
48 |
"<p style='text-align: center'>"
|
49 |
-
"<a href='https://github.com/wenet-e2e/
|
50 |
"</p>")
|
51 |
|
52 |
interface = gr.Interface(
|
@@ -56,6 +69,7 @@ interface = gr.Interface(
|
|
56 |
title=text,
|
57 |
description=description,
|
58 |
article=article,
|
|
|
59 |
theme='huggingface',
|
60 |
)
|
61 |
|
|
|
1 |
+
# Copyright (c) 2022 Horizon Robotics. (authors: Binbin Zhang)
|
2 |
+
# 2022 Chengdong Liang ([email protected])
|
3 |
+
#
|
4 |
+
# Licensed under the Apache License, Version 2.0 (the "License");
|
5 |
+
# you may not use this file except in compliance with the License.
|
6 |
+
# You may obtain a copy of the License at
|
7 |
+
#
|
8 |
+
# http://www.apache.org/licenses/LICENSE-2.0
|
9 |
+
#
|
10 |
+
# Unless required by applicable law or agreed to in writing, software
|
11 |
+
# distributed under the License is distributed on an "AS IS" BASIS,
|
12 |
+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
13 |
+
# See the License for the specific language governing permissions and
|
14 |
+
# limitations under the License.
|
15 |
|
16 |
import json
|
17 |
import gradio as gr
|
|
|
19 |
import wenetruntime as wenet
|
20 |
|
21 |
wenet.set_log_level(2)
|
22 |
+
decoder_cn = wenet.Decoder(lang='chs')
|
23 |
|
24 |
|
25 |
def recognition(audio):
|
|
|
26 |
if audio is None:
|
27 |
return "Input Error! Please enter one audio!"
|
28 |
sr, y = audio
|
29 |
assert sr in [48000, 16000]
|
30 |
if sr == 48000: # Optional resample to 16000
|
31 |
y = (y / max(np.max(y), 1) * 32767)[::3].astype("int16")
|
32 |
+
ans = decoder_cn.decode(y.tobytes(), True)
|
33 |
+
if ans is None:
|
34 |
return "ERROR! No text output! Please try again!"
|
35 |
+
# NOTE: ans (json)
|
36 |
# {
|
37 |
# 'nbest' : [{"sentence" : ""}], 'type' : 'final_result
|
38 |
# }
|
39 |
ans = json.loads(ans)
|
|
|
40 |
txt = ans['nbest'][0]['sentence']
|
41 |
return txt
|
42 |
|
43 |
|
44 |
# input
|
45 |
+
inputs = gr.inputs.Audio(source="microphone", type="numpy", label='Input audio')
|
|
|
|
|
|
|
|
|
46 |
|
47 |
output = gr.outputs.Textbox(label="Output Text")
|
48 |
|
49 |
+
examples = [
|
50 |
+
['examples/BAC009S0767W0127.wav'],
|
51 |
+
['examples/BAC009S0767W0424.wav'],
|
52 |
+
['examples/BAC009S0767W0488.wav'],
|
53 |
+
]
|
54 |
+
|
55 |
text = "Speech Recognition in WeNet | 基于 WeNet 的语音识别"
|
56 |
|
57 |
# description
|
58 |
+
description = ("Wenet Demo ! This is a Mandarin streaming speech recognition !")
|
59 |
|
60 |
article = (
|
61 |
"<p style='text-align: center'>"
|
62 |
+
"<a href='https://github.com/wenet-e2e/wenet' target='_blank'>Github: Learn more about WeNet</a>"
|
63 |
"</p>")
|
64 |
|
65 |
interface = gr.Interface(
|
|
|
69 |
title=text,
|
70 |
description=description,
|
71 |
article=article,
|
72 |
+
examples=examples,
|
73 |
theme='huggingface',
|
74 |
)
|
75 |
|
examples/BAC009S0767W0127.wav
ADDED
Binary file (130 kB). View file
|
|
examples/BAC009S0767W0424.wav
ADDED
Binary file (81 kB). View file
|
|
examples/BAC009S0767W0488.wav
ADDED
Binary file (95.8 kB). View file
|
|