Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
import librosa
|
| 3 |
+
import numpy as np
|
| 4 |
+
import soundfile as sf
|
| 5 |
+
|
| 6 |
+
def vocal_remover(audio):
|
| 7 |
+
y, sr = librosa.load(audio, sr=None)
|
| 8 |
+
|
| 9 |
+
# Simple center-channel vocal suppression
|
| 10 |
+
S = librosa.stft(y)
|
| 11 |
+
left = S[:, :]
|
| 12 |
+
right = S[:, :]
|
| 13 |
+
|
| 14 |
+
vocals = (left - right) / 2
|
| 15 |
+
music = (left + right) / 2
|
| 16 |
+
|
| 17 |
+
vocals_audio = librosa.istft(vocals)
|
| 18 |
+
music_audio = librosa.istft(music)
|
| 19 |
+
|
| 20 |
+
sf.write("vocals.wav", vocals_audio, sr)
|
| 21 |
+
sf.write("music.wav", music_audio, sr)
|
| 22 |
+
|
| 23 |
+
return "vocals.wav", "music.wav"
|
| 24 |
+
|
| 25 |
+
interface = gr.Interface(
|
| 26 |
+
fn=vocal_remover,
|
| 27 |
+
inputs=gr.Audio(type="filepath", label="Upload Audio"),
|
| 28 |
+
outputs=[
|
| 29 |
+
gr.File(label="Vocals"),
|
| 30 |
+
gr.File(label="Music")
|
| 31 |
+
],
|
| 32 |
+
title="AI Vocal Remover",
|
| 33 |
+
description="Upload audio & get vocals and music separated"
|
| 34 |
+
)
|
| 35 |
+
|
| 36 |
+
interface.launch()
|