File size: 2,348 Bytes
552ebb8 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 |
#!/usr/bin/env python3
"""
Quick test script to verify everything works before full demo
"""
import numpy as np
import gradio as gr
print("π§ͺ Testing core libraries...")
try:
import torch
print("β
PyTorch:", torch.__version__)
except ImportError as e:
print("β PyTorch:", e)
try:
import librosa
print("β
Librosa:", librosa.__version__ if hasattr(librosa, '__version__') else "OK")
# Test librosa functionality
y = np.random.randn(1000).astype(np.float32)
mfcc = librosa.feature.mfcc(y=y, sr=16000, n_mfcc=1)
stft = librosa.stft(y)
print("β
Librosa functions working")
except ImportError as e:
print("β Librosa import:", e)
except Exception as e:
print("β Librosa functions:", e)
try:
import numba
print("β
Numba:", numba.__version__)
except ImportError as e:
print("β Numba:", e)
print("\nπ€ Testing Silero-VAD...")
try:
model, utils = torch.hub.load(repo_or_dir='snakers4/silero-vad',
model='silero_vad',
force_reload=False)
# Test with correct chunk size
test_audio = torch.randn(1, 512) # Correct size for 16kHz
with torch.no_grad():
result = model(test_audio, 16000)
print(f"β
Silero-VAD working: {result.item():.3f}")
except Exception as e:
print(f"β Silero-VAD error: {e}")
print("\nπ¨ Testing Gradio...")
try:
def dummy_function(audio):
if audio is not None:
return "Audio received!", np.random.random()
return "No audio", 0.0
interface = gr.Interface(
fn=dummy_function,
inputs=gr.Audio(sources=["microphone"], type="numpy"),
outputs=[gr.Textbox(), gr.Number()],
title="Quick Test"
)
print("β
Gradio interface created")
# Launch for quick test
print("\nπ Launching test interface on http://127.0.0.1:7860")
print(" Test microphone, then close and run full demo")
interface.launch(
server_name="127.0.0.1",
server_port=7860,
show_error=True,
quiet=False
)
except Exception as e:
print(f"β Gradio error: {e}")
print("\nπ― If everything above shows β
, run: python app.py")
|