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app.py
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import logging
import tempfile
import gradio as gr
from transcriber import AutoTranscriber
from utils import to_srt
# Configure logging
logging.basicConfig(
level=logging.INFO,
format="%(asctime)s - %(name)s - %(levelname)s - %(message)s",
force=True,
)
logger = logging.getLogger(__name__)
def transcribe_audio(audio_path):
"""Process audio file and return SRT content and preview text"""
try:
transcriber = AutoTranscriber(
corrector="opencc",
use_denoiser=False,
with_punct=False
)
transcribe_results = transcriber.transcribe(audio_path)
if not transcribe_results:
return None, "無字幕生成, 可能係檢測唔到語音。"
# Generate SRT text for both preview and download
srt_text = to_srt(transcribe_results)
# Create temporary file for download
with tempfile.NamedTemporaryFile(mode='w', delete=False, suffix='.srt', encoding='utf-8') as tmp:
tmp.write(srt_text)
return tmp.name, srt_text
except Exception as e:
logger.error(f"Error during transcription: {str(e)}")
return None, f"Error: {str(e)}"
def create_ui():
with gr.Blocks() as demo:
gr.Markdown("# 粵文字幕生成器")
gr.Markdown(
"上傳一個音頻文件,撳「生成字幕」,過一陣就會得到 SRT 文件。目前支援格式:.mp3、.wav、.flac、.m4a、.ogg、opus、.webm")
with gr.Row():
audio_input = gr.Audio(type="filepath", label="上傳音頻文件或者錄音")
with gr.Row():
generate_btn = gr.Button("生成字幕 SRT 文件", variant="primary", scale=2)
with gr.Row():
with gr.Column():
preview = gr.Textbox(label="預覽生成字幕", lines=10)
with gr.Column():
output = gr.File(label="下載 SRT")
generate_btn.click(
fn=transcribe_audio,
inputs=[audio_input],
outputs=[output, preview]
)
return demo
def main():
demo = create_ui()
demo.launch(server_name="0.0.0.0", server_port=8081)
if __name__ == "__main__":
main()