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Runtime error
| import gradio as gr | |
| import ast | |
| model = gr.Interface.load("huggingface/pyannote/voice-activity-detection") | |
| def format_inference(output): | |
| if output: | |
| timestamps = [] | |
| for out in output: | |
| timestamps.append(f"Start: {out['start']}s; Stop: {out['stop']}s") | |
| return "\n".join(timestamps) | |
| else: | |
| return "No voice activity detected." | |
| def inference(audio_file): | |
| output = model(audio_file) | |
| output_list = ast.literal_eval(output) | |
| return format_inference(output_list) | |
| inputs = gr.inputs.Audio(label="Input Audio", type="filepath", source="upload") | |
| outputs = gr.outputs.Textbox(label="Voice timestamps", type="auto") | |
| title = "Voice Activity Detection" | |
| description = "<p style='text-align: center'>Upload an audio file and detected voices will be timestamped.</p>" | |
| article = "<p style='text-align: center'>Model by pyannote, https://github.com/pyannote/pyannote-audio</p>" | |
| examples = [["talk.wav"], | |
| ["talk2.wav"], | |
| ["silence.wav"],] | |
| gr.Interface(inference, | |
| inputs, | |
| outputs, | |
| title=title, | |
| description=description, | |
| article=article, | |
| examples=examples, | |
| theme="grass", | |
| allow_flagging=False, | |
| ).launch(debug=True) | |