Vishal Patil commited on
Update app.py
Browse files
app.py
CHANGED
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@@ -12,34 +12,21 @@ _last_segments = []
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def process_audio(audio_path, num_speakers):
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global _last_segments
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if audio_path is None:
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return "⚠️ Please upload an audio file first.", ""
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try:
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pipeline = get_pipeline()
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n = int(num_speakers) if num_speakers and int(num_speakers) > 0 else 0
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segments = pipeline.process(audio_path, num_speakers=n)
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except Exception as e:
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return f"❌ Error: {e}\n{traceback.format_exc()}", ""
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if not segments:
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return "⚠️ No speech detected.", ""
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_last_segments = segments
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abab = to_abab_text(segments)
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rows = "".join(
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f"<tr style='background:{'#f0f4ff' if i%2==0 else 'white'}'>"
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f"<td style='padding:6px 8px;font-weight:bold;color:#1e3a5f'>{s.speaker}</td>"
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f"<td style='padding:6px 8px'>{s.start_fmt}</td>"
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f"<td style='padding:6px 8px'>{s.end_fmt}</td>"
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f"<td style='padding:6px 8px'>{s.text}</td></tr>"
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for i, s in enumerate(segments)
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)
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table = f"""<table style='width:100%;border-collapse:collapse;font-size:14px'>
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<thead style='background:#1e3a5f;color:white'>
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<tr><th style='padding:8px'>Speaker</th><th>Start</th><th>End</th>
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<th style='text-align:left;padding:8px'>Transcript</th></tr>
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</thead><tbody>{rows}</tbody></table>"""
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unique = len(set(s.speaker for s in segments))
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return f"✅ Done — {len(segments)} segments, {unique} speaker(s) detected", abab
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def export_json():
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@@ -61,36 +48,23 @@ with gr.Blocks(title="Speech Annotation Pipeline") as demo:
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gr.Markdown("# 🎙️ Speech Annotation Pipeline")
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gr.Markdown("Upload audio → get speaker-labeled transcripts automatically")
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with gr.Row():
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)
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num_speakers = gr.Slider(
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minimum=0, maximum=10, step=1, value=0,
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label="Number of speakers (0 = auto-detect)"
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)
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run_btn = gr.Button("▶ Run Annotation", variant="primary")
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status_box = gr.Textbox(label="Status", interactive=False)
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with gr.Row():
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json_btn = gr.Button("Export JSON")
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csv_btn = gr.Button("Export CSV")
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json_file = gr.File(label="JSON Download")
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csv_file = gr.File(label="CSV Download")
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with gr.Column(scale=2):
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abab_box = gr.Textbox(
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label="Editable Transcript (ABAB)",
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lines=20,
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placeholder="Annotations will appear here..."
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)
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table_html = gr.HTML()
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run_btn.click(
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fn=process_audio,
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inputs=[audio_input, num_speakers],
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outputs=[status_box, abab_box
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)
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json_btn.click(fn=export_json, inputs=[], outputs=[json_file])
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csv_btn.click(fn=export_csv, inputs=[], outputs=[csv_file])
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def process_audio(audio_path, num_speakers):
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global _last_segments
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if audio_path is None:
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return "⚠️ Please upload an audio file first.", ""
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try:
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pipeline = get_pipeline()
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n = int(num_speakers) if num_speakers and int(num_speakers) > 0 else 0
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segments = pipeline.process(audio_path, num_speakers=n)
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except Exception as e:
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return f"❌ Error: {e}\n{traceback.format_exc()}", ""
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if not segments:
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return "⚠️ No speech detected.", ""
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_last_segments = segments
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abab = to_abab_text(segments)
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unique = len(set(s.speaker for s in segments))
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return f"✅ Done — {len(segments)} segments, {unique} speaker(s) detected", abab
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def export_json():
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gr.Markdown("# 🎙️ Speech Annotation Pipeline")
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gr.Markdown("Upload audio → get speaker-labeled transcripts automatically")
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audio_input = gr.Audio(label="Upload Audio (.wav/.mp3/.flac)", type="filepath")
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num_speakers = gr.Slider(minimum=0, maximum=10, step=1, value=0,
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label="Number of speakers (0 = auto-detect)")
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run_btn = gr.Button("▶ Run Annotation", variant="primary")
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status_box = gr.Textbox(label="Status", interactive=False)
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abab_box = gr.Textbox(label="Editable Transcript (ABAB)", lines=20,
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placeholder="Annotations will appear here...")
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with gr.Row():
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json_btn = gr.Button("Export JSON")
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csv_btn = gr.Button("Export CSV")
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json_file = gr.File(label="JSON Download")
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csv_file = gr.File(label="CSV Download")
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run_btn.click(
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fn=process_audio,
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inputs=[audio_input, num_speakers],
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outputs=[status_box, abab_box]
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)
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json_btn.click(fn=export_json, inputs=[], outputs=[json_file])
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csv_btn.click(fn=export_csv, inputs=[], outputs=[csv_file])
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