Spaces:
Runtime error
Runtime error
Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from huggingface_hub import from_pretrained_fastai
|
2 |
+
import gradio as gr
|
3 |
+
from fastai.text.all import *
|
4 |
+
|
5 |
+
learner = from_pretrained_fastai("soundWave.pth")
|
6 |
+
labels = learner.dls.vocab
|
7 |
+
|
8 |
+
# Definimos una función que se encarga de llevar a cabo las predicciones
|
9 |
+
def predict(waveform):
|
10 |
+
pred = learner.predict(waveform)
|
11 |
+
return {labels[i]}
|
12 |
+
|
13 |
+
# Creamos la interfaz y la lanzamos.
|
14 |
+
gr.Interface(fn=predict, inputs=gr.inputs.Audio(), outputs=gr.outputs.Label(num_top_classes=35)).launch(share=False)
|
15 |
+
|