Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
|
| 3 |
+
from SER import live_emotion_recognition
|
| 4 |
+
from MT import search_song_by_emotion
|
| 5 |
+
|
| 6 |
+
def audio_interface(audio):
|
| 7 |
+
emotion = live_emotion_recognition(audio)
|
| 8 |
+
preview_url = search_song_by_emotion(emotion)
|
| 9 |
+
if preview_url:
|
| 10 |
+
audio = gr.Audio(value=preview_url,label="Recommend Music 🎷")
|
| 11 |
+
return emotion,audio
|
| 12 |
+
else:
|
| 13 |
+
return emotion,gr.Audio(value=None,label="Unexpected Error Occured ⚠️")
|
| 14 |
+
|
| 15 |
+
description = "This is an emotion-based music recommendation system. How are you feeling today ? Hope I will help you to make you happy 😊."
|
| 16 |
+
|
| 17 |
+
css = """
|
| 18 |
+
#container{
|
| 19 |
+
margin: 0 auto;
|
| 20 |
+
max-width: 80rem;
|
| 21 |
+
}
|
| 22 |
+
"""
|
| 23 |
+
|
| 24 |
+
iface = gr.Interface (title='Emotion Based Recommendation System',
|
| 25 |
+
description=description,
|
| 26 |
+
fn=audio_interface,
|
| 27 |
+
inputs=[gr.Audio(sources='microphone', type='filepath',label="How are you feeling today ?")],
|
| 28 |
+
outputs=[gr.Textbox(label="Detected Emotion "),gr.Audio(label="Recommended Music 🎷")])
|
| 29 |
+
|
| 30 |
+
iface.launch()
|