Vishal Patil commited on
Update app.py
Browse files
app.py
CHANGED
|
@@ -9,18 +9,14 @@ UPLOAD_DIR.mkdir(parents=True, exist_ok=True)
|
|
| 9 |
|
| 10 |
_last_segments = []
|
| 11 |
|
| 12 |
-
def process_audio(audio_path, num_speakers
|
| 13 |
global _last_segments
|
| 14 |
if audio_path is None:
|
| 15 |
return "⚠️ Please upload an audio file first.", "", ""
|
| 16 |
-
|
| 17 |
try:
|
| 18 |
pipeline = get_pipeline()
|
| 19 |
n = int(num_speakers) if num_speakers and int(num_speakers) > 0 else 0
|
| 20 |
-
|
| 21 |
-
mx = int(max_speakers) if max_speakers and int(max_speakers) > 0 else None
|
| 22 |
-
segments = pipeline.process(audio_path, num_speakers=n,
|
| 23 |
-
min_speakers=mn, max_speakers=mx)
|
| 24 |
except Exception as e:
|
| 25 |
return f"❌ Error: {e}\n{traceback.format_exc()}", "", ""
|
| 26 |
|
|
@@ -29,7 +25,6 @@ def process_audio(audio_path, num_speakers, min_speakers, max_speakers):
|
|
| 29 |
|
| 30 |
_last_segments = segments
|
| 31 |
abab = to_abab_text(segments)
|
| 32 |
-
|
| 33 |
rows = "".join(
|
| 34 |
f"<tr style='background:{'#f0f4ff' if i%2==0 else 'white'}'>"
|
| 35 |
f"<td style='padding:6px 8px;font-weight:bold;color:#1e3a5f'>{s.speaker}</td>"
|
|
@@ -43,7 +38,6 @@ def process_audio(audio_path, num_speakers, min_speakers, max_speakers):
|
|
| 43 |
<tr><th style='padding:8px'>Speaker</th><th>Start</th><th>End</th>
|
| 44 |
<th style='text-align:left;padding:8px'>Transcript</th></tr>
|
| 45 |
</thead><tbody>{rows}</tbody></table>"""
|
| 46 |
-
|
| 47 |
unique = len(set(s.speaker for s in segments))
|
| 48 |
return f"✅ Done — {len(segments)} segments, {unique} speaker(s) detected", abab, table
|
| 49 |
|
|
@@ -68,32 +62,38 @@ with gr.Blocks(title="Speech Annotation Pipeline") as demo:
|
|
| 68 |
gr.Markdown("Upload audio → get speaker-labeled transcripts automatically")
|
| 69 |
|
| 70 |
with gr.Row():
|
| 71 |
-
with gr.Column():
|
| 72 |
-
audio_input = gr.Audio(
|
| 73 |
-
|
| 74 |
-
|
| 75 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 76 |
run_btn = gr.Button("▶ Run Annotation", variant="primary")
|
| 77 |
status_box = gr.Textbox(label="Status", interactive=False)
|
| 78 |
with gr.Row():
|
| 79 |
json_btn = gr.Button("Export JSON")
|
| 80 |
csv_btn = gr.Button("Export CSV")
|
| 81 |
-
json_file = gr.File(label="JSON")
|
| 82 |
-
csv_file = gr.File(label="CSV")
|
| 83 |
|
| 84 |
-
with gr.Column():
|
| 85 |
-
abab_box
|
| 86 |
-
|
| 87 |
-
|
|
|
|
|
|
|
|
|
|
| 88 |
|
| 89 |
run_btn.click(
|
| 90 |
fn=process_audio,
|
| 91 |
-
inputs=[audio_input, num_speakers,
|
| 92 |
-
gr.State(0), gr.State(0)],
|
| 93 |
outputs=[status_box, abab_box, table_html]
|
| 94 |
)
|
| 95 |
json_btn.click(fn=export_json, inputs=[], outputs=[json_file])
|
| 96 |
-
csv_btn.click(fn=export_csv,
|
| 97 |
|
| 98 |
if __name__ == "__main__":
|
| 99 |
demo.launch(server_name="0.0.0.0", server_port=7860)
|
|
|
|
| 9 |
|
| 10 |
_last_segments = []
|
| 11 |
|
| 12 |
+
def process_audio(audio_path, num_speakers):
|
| 13 |
global _last_segments
|
| 14 |
if audio_path is None:
|
| 15 |
return "⚠️ Please upload an audio file first.", "", ""
|
|
|
|
| 16 |
try:
|
| 17 |
pipeline = get_pipeline()
|
| 18 |
n = int(num_speakers) if num_speakers and int(num_speakers) > 0 else 0
|
| 19 |
+
segments = pipeline.process(audio_path, num_speakers=n)
|
|
|
|
|
|
|
|
|
|
| 20 |
except Exception as e:
|
| 21 |
return f"❌ Error: {e}\n{traceback.format_exc()}", "", ""
|
| 22 |
|
|
|
|
| 25 |
|
| 26 |
_last_segments = segments
|
| 27 |
abab = to_abab_text(segments)
|
|
|
|
| 28 |
rows = "".join(
|
| 29 |
f"<tr style='background:{'#f0f4ff' if i%2==0 else 'white'}'>"
|
| 30 |
f"<td style='padding:6px 8px;font-weight:bold;color:#1e3a5f'>{s.speaker}</td>"
|
|
|
|
| 38 |
<tr><th style='padding:8px'>Speaker</th><th>Start</th><th>End</th>
|
| 39 |
<th style='text-align:left;padding:8px'>Transcript</th></tr>
|
| 40 |
</thead><tbody>{rows}</tbody></table>"""
|
|
|
|
| 41 |
unique = len(set(s.speaker for s in segments))
|
| 42 |
return f"✅ Done — {len(segments)} segments, {unique} speaker(s) detected", abab, table
|
| 43 |
|
|
|
|
| 62 |
gr.Markdown("Upload audio → get speaker-labeled transcripts automatically")
|
| 63 |
|
| 64 |
with gr.Row():
|
| 65 |
+
with gr.Column(scale=1):
|
| 66 |
+
audio_input = gr.Audio(
|
| 67 |
+
label="Upload Audio (.wav/.mp3/.flac)",
|
| 68 |
+
type="filepath"
|
| 69 |
+
)
|
| 70 |
+
num_speakers = gr.Slider(
|
| 71 |
+
minimum=0, maximum=10, step=1, value=0,
|
| 72 |
+
label="Number of speakers (0 = auto-detect)"
|
| 73 |
+
)
|
| 74 |
run_btn = gr.Button("▶ Run Annotation", variant="primary")
|
| 75 |
status_box = gr.Textbox(label="Status", interactive=False)
|
| 76 |
with gr.Row():
|
| 77 |
json_btn = gr.Button("Export JSON")
|
| 78 |
csv_btn = gr.Button("Export CSV")
|
| 79 |
+
json_file = gr.File(label="JSON Download")
|
| 80 |
+
csv_file = gr.File(label="CSV Download")
|
| 81 |
|
| 82 |
+
with gr.Column(scale=2):
|
| 83 |
+
abab_box = gr.Textbox(
|
| 84 |
+
label="Editable Transcript (ABAB)",
|
| 85 |
+
lines=20,
|
| 86 |
+
placeholder="Annotations will appear here..."
|
| 87 |
+
)
|
| 88 |
+
table_html = gr.HTML()
|
| 89 |
|
| 90 |
run_btn.click(
|
| 91 |
fn=process_audio,
|
| 92 |
+
inputs=[audio_input, num_speakers],
|
|
|
|
| 93 |
outputs=[status_box, abab_box, table_html]
|
| 94 |
)
|
| 95 |
json_btn.click(fn=export_json, inputs=[], outputs=[json_file])
|
| 96 |
+
csv_btn.click(fn=export_csv, inputs=[], outputs=[csv_file])
|
| 97 |
|
| 98 |
if __name__ == "__main__":
|
| 99 |
demo.launch(server_name="0.0.0.0", server_port=7860)
|