Spaces:
Runtime error
Runtime error
Julien Simon
commited on
Commit
•
92f8ba8
1
Parent(s):
515a989
Fix style
Browse files
app.py
CHANGED
@@ -5,12 +5,14 @@ model_name = "juliensimon/wav2vec2-conformer-rel-pos-large-finetuned-speech-comm
|
|
5 |
|
6 |
p = pipeline("audio-classification", model=model_name)
|
7 |
|
|
|
8 |
def process(file):
|
9 |
-
|
10 |
-
|
|
|
11 |
|
12 |
# Gradio inputs
|
13 |
-
mic = gr.inputs.Audio(source=
|
14 |
|
15 |
# Gradio outputs
|
16 |
labels = gr.outputs.Label(num_top_classes=3)
|
@@ -18,20 +20,20 @@ labels = gr.outputs.Label(num_top_classes=3)
|
|
18 |
description = "This Space showcases a wav2vec2-conformer-rel-pos-large model fine-tuned for audio classification on the speech_commands dataset. \n \n It can spot one of the following keywords: 'Yes', 'No', 'Up', 'Down', 'Left', 'Right', 'On', 'Off', 'Stop', 'Go', 'Zero', 'One', 'Two', 'Three', 'Four', 'Five', 'Six', 'Seven', 'Eight', 'Nine', 'Bed', 'Bird', 'Cat', 'Dog', 'Happy', 'House', 'Marvin', 'Sheila', 'Tree', 'Wow', 'Backward', 'Forward', 'Follow', 'Learn', 'Visual'."
|
19 |
|
20 |
iface = gr.Interface(
|
21 |
-
|
22 |
-
|
23 |
-
|
24 |
-
|
25 |
-
|
26 |
-
|
27 |
-
|
28 |
-
|
29 |
-
|
30 |
-
|
31 |
-
|
32 |
-
|
33 |
-
|
34 |
-
allow_flagging=
|
35 |
)
|
36 |
|
37 |
iface.launch()
|
|
|
5 |
|
6 |
p = pipeline("audio-classification", model=model_name)
|
7 |
|
8 |
+
|
9 |
def process(file):
|
10 |
+
pred = p(file)
|
11 |
+
return {x["label"]: x["score"] for x in pred}
|
12 |
+
|
13 |
|
14 |
# Gradio inputs
|
15 |
+
mic = gr.inputs.Audio(source="microphone", type="filepath", label="Speech input")
|
16 |
|
17 |
# Gradio outputs
|
18 |
labels = gr.outputs.Label(num_top_classes=3)
|
|
|
20 |
description = "This Space showcases a wav2vec2-conformer-rel-pos-large model fine-tuned for audio classification on the speech_commands dataset. \n \n It can spot one of the following keywords: 'Yes', 'No', 'Up', 'Down', 'Left', 'Right', 'On', 'Off', 'Stop', 'Go', 'Zero', 'One', 'Two', 'Three', 'Four', 'Five', 'Six', 'Seven', 'Eight', 'Nine', 'Bed', 'Bird', 'Cat', 'Dog', 'Happy', 'House', 'Marvin', 'Sheila', 'Tree', 'Wow', 'Backward', 'Forward', 'Follow', 'Learn', 'Visual'."
|
21 |
|
22 |
iface = gr.Interface(
|
23 |
+
theme="huggingface",
|
24 |
+
description=description,
|
25 |
+
fn=process,
|
26 |
+
inputs=[mic],
|
27 |
+
outputs=[labels],
|
28 |
+
examples=[
|
29 |
+
["backward16k.wav"],
|
30 |
+
["happy16k.wav"],
|
31 |
+
["marvin16k.wav"],
|
32 |
+
["seven16k.wav"],
|
33 |
+
["stop16k.wav"],
|
34 |
+
["up16k.wav"],
|
35 |
+
],
|
36 |
+
allow_flagging="never",
|
37 |
)
|
38 |
|
39 |
iface.launch()
|