Upload folder using huggingface_hub

app.py

@@ -6,6 +6,7 @@ import urllib.request
 from pathlib import Path
 from types import SimpleNamespace
 
+import spaces
 import torch
 from huggingface_hub import hf_hub_download
 

requirements.txt

@@ -8,6 +8,7 @@
 
 torch==2.8.0
 torchaudio==2.8.0
+pydantic==2.10.6
 
 numpy>=1.23.0,<2.0
 pandas>=1.5.0

src/demo_professional.py

@@ -24,6 +24,7 @@ import json
 from pathlib import Path
 from types import SimpleNamespace
 
+import spaces
 import gradio as gr
 import torch
 
@@ -397,6 +398,7 @@ def create_demo(args):
 
     model = load_model(build_model_args(args), device)
 
+    @spaces.GPU(duration=30)
     def analyze(audio_path):
         if audio_path is None:
             empty = "<div class='empty-message'>Upload an audio file to begin analysis.</div>"