Spaces:
Runtime error
Runtime error
example
Browse files- .gitignore +1 -0
- README.md +3 -3
- app.py +17 -5
- requirements.txt +1 -0
.gitignore
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
venv
|
README.md
CHANGED
@@ -1,7 +1,7 @@
|
|
1 |
---
|
2 |
-
title:
|
3 |
-
emoji:
|
4 |
-
colorFrom:
|
5 |
colorTo: pink
|
6 |
sdk: gradio
|
7 |
sdk_version: 2.9.4
|
|
|
1 |
---
|
2 |
+
title: Speech Recognition Example
|
3 |
+
emoji: 🗣
|
4 |
+
colorFrom: red
|
5 |
colorTo: pink
|
6 |
sdk: gradio
|
7 |
sdk_version: 2.9.4
|
app.py
CHANGED
@@ -4,8 +4,20 @@ from transformers import pipeline
|
|
4 |
|
5 |
model = pipeline(task="automatic-speech-recognition",
|
6 |
model="facebook/s2t-medium-librispeech-asr")
|
7 |
-
|
8 |
-
|
9 |
-
|
10 |
-
|
11 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
4 |
|
5 |
model = pipeline(task="automatic-speech-recognition",
|
6 |
model="facebook/s2t-medium-librispeech-asr")
|
7 |
+
|
8 |
+
|
9 |
+
def predict_speech_to_text(audio):
|
10 |
+
prediction = model(audio)
|
11 |
+
text = prediction['text']
|
12 |
+
return text
|
13 |
+
|
14 |
+
|
15 |
+
gr.Interface(fn=predict_speech_to_text,
|
16 |
+
title="Automatic Speech Recognition (ASR)",
|
17 |
+
inputs=gr.inputs.Audio(
|
18 |
+
source="microphone", type="filepath", label="Input"),
|
19 |
+
outputs=gr.outputs.Textbox(label="Output"),
|
20 |
+
description="Using pipeline with Facebook S2T for ASR.",
|
21 |
+
examples=['ljspeech.wav'],
|
22 |
+
allow_flagging='never'
|
23 |
+
).launch()
|
requirements.txt
CHANGED
@@ -2,3 +2,4 @@ torch
|
|
2 |
torchaudio
|
3 |
transformers
|
4 |
sentencepiece
|
|
|
|
2 |
torchaudio
|
3 |
transformers
|
4 |
sentencepiece
|
5 |
+
gradio
|