Spaces:
Running
Running
Commit
·
ff7ef47
1
Parent(s):
b72035a
support microphone and url
Browse files
app.py
CHANGED
@@ -22,7 +22,9 @@
|
|
22 |
import logging
|
23 |
import os
|
24 |
import shutil
|
|
|
25 |
import time
|
|
|
26 |
import uuid
|
27 |
from datetime import datetime
|
28 |
|
@@ -94,28 +96,38 @@ def process_uploaded_file(
|
|
94 |
"result_item_error",
|
95 |
)
|
96 |
|
|
|
97 |
try:
|
98 |
-
|
99 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
100 |
return "", build_html_output(
|
101 |
-
"Please
|
|
|
|
|
102 |
"result_item_error",
|
103 |
)
|
104 |
|
105 |
-
|
106 |
-
try:
|
107 |
-
input_threshold = float(input_threshold)
|
108 |
-
if input_threshold < 0 or input_threshold > 10:
|
109 |
-
raise ValueError("")
|
110 |
-
except ValueError:
|
111 |
-
return "", build_html_output(
|
112 |
-
"Please set a valid threshold between (0, 10)",
|
113 |
-
"result_item_error",
|
114 |
-
)
|
115 |
-
else:
|
116 |
-
input_threshold = 0
|
117 |
-
|
118 |
-
MyPrint(f"Processing uploaded file: {in_filename}")
|
119 |
try:
|
120 |
return process(
|
121 |
in_filename=in_filename,
|
@@ -130,6 +142,32 @@ def process_uploaded_file(
|
|
130 |
return "", build_html_output(str(e), "result_item_error")
|
131 |
|
132 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
133 |
def process(
|
134 |
embedding_framework: str,
|
135 |
embedding_model: str,
|
@@ -145,6 +183,27 @@ def process(
|
|
145 |
MyPrint(f"input_threshold: {input_threshold}")
|
146 |
MyPrint(f"in_filename: {in_filename}")
|
147 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
148 |
filename = convert_to_wav(in_filename)
|
149 |
|
150 |
now = datetime.now()
|
@@ -313,6 +372,42 @@ with demo:
|
|
313 |
outputs=[uploaded_output, uploaded_html_info],
|
314 |
fn=process_uploaded_file,
|
315 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
316 |
|
317 |
upload_button.click(
|
318 |
process_uploaded_file,
|
@@ -327,6 +422,32 @@ with demo:
|
|
327 |
outputs=[uploaded_output, uploaded_html_info],
|
328 |
)
|
329 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
330 |
gr.Markdown(description)
|
331 |
|
332 |
if __name__ == "__main__":
|
|
|
22 |
import logging
|
23 |
import os
|
24 |
import shutil
|
25 |
+
import tempfile
|
26 |
import time
|
27 |
+
import urllib.request
|
28 |
import uuid
|
29 |
from datetime import datetime
|
30 |
|
|
|
96 |
"result_item_error",
|
97 |
)
|
98 |
|
99 |
+
MyPrint(f"Processing uploaded file: {in_filename}")
|
100 |
try:
|
101 |
+
return process(
|
102 |
+
in_filename=in_filename,
|
103 |
+
embedding_framework=embedding_framework,
|
104 |
+
embedding_model=embedding_model,
|
105 |
+
speaker_segmentation_model=speaker_segmentation_model,
|
106 |
+
input_num_speakers=input_num_speakers,
|
107 |
+
input_threshold=input_threshold,
|
108 |
+
)
|
109 |
+
except Exception as e:
|
110 |
+
MyPrint(str(e))
|
111 |
+
return "", build_html_output(str(e), "result_item_error")
|
112 |
+
|
113 |
+
|
114 |
+
def process_microphone(
|
115 |
+
embedding_framework: str,
|
116 |
+
embedding_model: str,
|
117 |
+
speaker_segmentation_model: str,
|
118 |
+
input_num_speakers: str,
|
119 |
+
input_threshold: str,
|
120 |
+
in_filename: str,
|
121 |
+
):
|
122 |
+
if in_filename is None or in_filename == "":
|
123 |
return "", build_html_output(
|
124 |
+
"Please first click 'Record from microphone', speak, "
|
125 |
+
"click 'Stop recording', and then "
|
126 |
+
"click the button 'submit for speaker diarization'",
|
127 |
"result_item_error",
|
128 |
)
|
129 |
|
130 |
+
MyPrint(f"Processing microphone: {in_filename}")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
131 |
try:
|
132 |
return process(
|
133 |
in_filename=in_filename,
|
|
|
142 |
return "", build_html_output(str(e), "result_item_error")
|
143 |
|
144 |
|
145 |
+
def process_url(
|
146 |
+
embedding_framework: str,
|
147 |
+
embedding_model: str,
|
148 |
+
speaker_segmentation_model: str,
|
149 |
+
input_num_speakers: str,
|
150 |
+
input_threshold: str,
|
151 |
+
url: str,
|
152 |
+
):
|
153 |
+
MyPrint(f"Processing URL: {url}")
|
154 |
+
with tempfile.NamedTemporaryFile() as f:
|
155 |
+
try:
|
156 |
+
urllib.request.urlretrieve(url, f.name)
|
157 |
+
|
158 |
+
return process(
|
159 |
+
in_filename=f.name,
|
160 |
+
embedding_framework=embedding_framework,
|
161 |
+
embedding_model=embedding_model,
|
162 |
+
speaker_segmentation_model=speaker_segmentation_model,
|
163 |
+
input_num_speakers=input_num_speakers,
|
164 |
+
input_threshold=input_threshold,
|
165 |
+
)
|
166 |
+
except Exception as e:
|
167 |
+
MyPrint(str(e))
|
168 |
+
return "", build_html_output(str(e), "result_item_error")
|
169 |
+
|
170 |
+
|
171 |
def process(
|
172 |
embedding_framework: str,
|
173 |
embedding_model: str,
|
|
|
183 |
MyPrint(f"input_threshold: {input_threshold}")
|
184 |
MyPrint(f"in_filename: {in_filename}")
|
185 |
|
186 |
+
try:
|
187 |
+
input_num_speakers = int(input_num_speakers)
|
188 |
+
except ValueError:
|
189 |
+
return "", build_html_output(
|
190 |
+
"Please set a valid number of speakers",
|
191 |
+
"result_item_error",
|
192 |
+
)
|
193 |
+
|
194 |
+
if input_num_speakers <= 0:
|
195 |
+
try:
|
196 |
+
input_threshold = float(input_threshold)
|
197 |
+
if input_threshold < 0 or input_threshold > 10:
|
198 |
+
raise ValueError("")
|
199 |
+
except ValueError:
|
200 |
+
return "", build_html_output(
|
201 |
+
"Please set a valid threshold between (0, 10)",
|
202 |
+
"result_item_error",
|
203 |
+
)
|
204 |
+
else:
|
205 |
+
input_threshold = 0
|
206 |
+
|
207 |
filename = convert_to_wav(in_filename)
|
208 |
|
209 |
now = datetime.now()
|
|
|
372 |
outputs=[uploaded_output, uploaded_html_info],
|
373 |
fn=process_uploaded_file,
|
374 |
)
|
375 |
+
with gr.TabItem("Record from microphone"):
|
376 |
+
microphone = gr.Audio(
|
377 |
+
sources=["microphone"], # Choose between "microphone", "upload"
|
378 |
+
type="filepath",
|
379 |
+
label="Record from microphone",
|
380 |
+
)
|
381 |
+
|
382 |
+
record_button = gr.Button("Submit for speaker diarization")
|
383 |
+
recorded_output = gr.Textbox(label="Result from recordings")
|
384 |
+
recorded_html_info = gr.HTML(label="Info")
|
385 |
+
|
386 |
+
gr.Examples(
|
387 |
+
examples=examples,
|
388 |
+
inputs=[
|
389 |
+
embedding_framework_radio,
|
390 |
+
embedding_model_dropdown,
|
391 |
+
speaker_segmentation_model_dropdown,
|
392 |
+
input_num_speakers,
|
393 |
+
input_threshold,
|
394 |
+
microphone,
|
395 |
+
],
|
396 |
+
outputs=[recorded_output, recorded_html_info],
|
397 |
+
fn=process_microphone,
|
398 |
+
)
|
399 |
+
|
400 |
+
with gr.TabItem("From URL"):
|
401 |
+
url_textbox = gr.Textbox(
|
402 |
+
max_lines=1,
|
403 |
+
placeholder="URL to an audio file",
|
404 |
+
label="URL",
|
405 |
+
interactive=True,
|
406 |
+
)
|
407 |
+
|
408 |
+
url_button = gr.Button("Submit for speaker diarization")
|
409 |
+
url_output = gr.Textbox(label="Result from URL")
|
410 |
+
url_html_info = gr.HTML(label="Info")
|
411 |
|
412 |
upload_button.click(
|
413 |
process_uploaded_file,
|
|
|
422 |
outputs=[uploaded_output, uploaded_html_info],
|
423 |
)
|
424 |
|
425 |
+
record_button.click(
|
426 |
+
process_microphone,
|
427 |
+
inputs=[
|
428 |
+
embedding_framework_radio,
|
429 |
+
embedding_model_dropdown,
|
430 |
+
speaker_segmentation_model_dropdown,
|
431 |
+
input_num_speakers,
|
432 |
+
input_threshold,
|
433 |
+
microphone,
|
434 |
+
],
|
435 |
+
outputs=[recorded_output, recorded_html_info],
|
436 |
+
)
|
437 |
+
|
438 |
+
url_button.click(
|
439 |
+
process_url,
|
440 |
+
inputs=[
|
441 |
+
embedding_framework_radio,
|
442 |
+
embedding_model_dropdown,
|
443 |
+
speaker_segmentation_model_dropdown,
|
444 |
+
input_num_speakers,
|
445 |
+
input_threshold,
|
446 |
+
url_textbox,
|
447 |
+
],
|
448 |
+
outputs=[url_output, url_html_info],
|
449 |
+
)
|
450 |
+
|
451 |
gr.Markdown(description)
|
452 |
|
453 |
if __name__ == "__main__":
|