File size: 15,592 Bytes
e0f8b6d c8d8351 e0f8b6d c8d8351 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 |
import argparse,os
import copy
import json
import os
import uuid
import librosa
import gradio as gr
import numpy as np
import soundfile
g_json_key_text = ""
g_json_key_path = ""
g_load_file = ""
g_load_format = ""
g_max_json_index = 0
g_index = 0
g_batch = 10
g_text_list = []
g_audio_list = []
g_checkbox_list = []
g_data_json = []
def reload_data(index, batch):
global g_index
g_index = index
global g_batch
g_batch = batch
datas = g_data_json[index:index+batch]
output = []
for d in datas:
output.append(
{
g_json_key_text: d[g_json_key_text],
g_json_key_path: d[g_json_key_path]
}
)
return output
def b_change_index(index, batch):
global g_index, g_batch
g_index, g_batch = index, batch
datas = reload_data(index, batch)
output = []
for i , _ in enumerate(datas):
output.append(
# gr.Textbox(
# label=f"Text {i+index}",
# value=_[g_json_key_text]#text
# )
{
"__type__":"update",
"label":f"Text {i+index}",
"value":_[g_json_key_text]
}
)
for _ in range(g_batch - len(datas)):
output.append(
# gr.Textbox(
# label=f"Text",
# value=""
# )
{
"__type__": "update",
"label": f"Text",
"value": ""
}
)
for _ in datas:
output.append(_[g_json_key_path])
for _ in range(g_batch - len(datas)):
output.append(None)
for _ in range(g_batch):
output.append(False)
return output
def b_next_index(index, batch):
b_save_file()
if (index + batch) <= g_max_json_index:
return index + batch , *b_change_index(index + batch, batch)
else:
return index, *b_change_index(index, batch)
def b_previous_index(index, batch):
b_save_file()
if (index - batch) >= 0:
return index - batch , *b_change_index(index - batch, batch)
else:
return 0, *b_change_index(0, batch)
def b_submit_change(*text_list):
global g_data_json
change = False
for i, new_text in enumerate(text_list):
if g_index + i <= g_max_json_index:
new_text = new_text.strip()+' '
if (g_data_json[g_index + i][g_json_key_text] != new_text):
g_data_json[g_index + i][g_json_key_text] = new_text
change = True
if change:
b_save_file()
return g_index, *b_change_index(g_index, g_batch)
def b_delete_audio(*checkbox_list):
global g_data_json, g_index, g_max_json_index
b_save_file()
change = False
for i, checkbox in reversed(list(enumerate(checkbox_list))):
if g_index + i < len(g_data_json):
if (checkbox == True):
g_data_json.pop(g_index + i)
change = True
g_max_json_index = len(g_data_json)-1
if g_index > g_max_json_index:
g_index = g_max_json_index
g_index = g_index if g_index >= 0 else 0
if change:
b_save_file()
# return gr.Slider(value=g_index, maximum=(g_max_json_index if g_max_json_index>=0 else 0)), *b_change_index(g_index, g_batch)
return {"value":g_index,"__type__":"update","maximum":(g_max_json_index if g_max_json_index>=0 else 0)},*b_change_index(g_index, g_batch)
def b_invert_selection(*checkbox_list):
new_list = [not item if item is True else True for item in checkbox_list]
return new_list
def get_next_path(filename):
base_dir = os.path.dirname(filename)
base_name = os.path.splitext(os.path.basename(filename))[0]
for i in range(100):
new_path = os.path.join(base_dir, f"{base_name}_{str(i).zfill(2)}.wav")
if not os.path.exists(new_path) :
return new_path
return os.path.join(base_dir, f'{str(uuid.uuid4())}.wav')
def b_audio_split(audio_breakpoint, *checkbox_list):
global g_data_json , g_max_json_index
checked_index = []
for i, checkbox in enumerate(checkbox_list):
if (checkbox == True and g_index+i < len(g_data_json)):
checked_index.append(g_index + i)
if len(checked_index) == 1 :
index = checked_index[0]
audio_json = copy.deepcopy(g_data_json[index])
path = audio_json[g_json_key_path]
data, sample_rate = librosa.load(path, sr=None, mono=True)
audio_maxframe = len(data)
break_frame = int(audio_breakpoint * sample_rate)
if (break_frame >= 1 and break_frame < audio_maxframe):
audio_first = data[0:break_frame]
audio_second = data[break_frame:]
nextpath = get_next_path(path)
soundfile.write(nextpath, audio_second, sample_rate)
soundfile.write(path, audio_first, sample_rate)
g_data_json.insert(index + 1, audio_json)
g_data_json[index + 1][g_json_key_path] = nextpath
b_save_file()
g_max_json_index = len(g_data_json) - 1
# return gr.Slider(value=g_index, maximum=g_max_json_index), *b_change_index(g_index, g_batch)
return {"value":g_index,"maximum":g_max_json_index,"__type__":"update"}, *b_change_index(g_index, g_batch)
def b_merge_audio(interval_r, *checkbox_list):
global g_data_json , g_max_json_index
b_save_file()
checked_index = []
audios_path = []
audios_text = []
for i, checkbox in enumerate(checkbox_list):
if (checkbox == True and g_index+i < len(g_data_json)):
checked_index.append(g_index + i)
if (len(checked_index)>1):
for i in checked_index:
audios_path.append(g_data_json[i][g_json_key_path])
audios_text.append(g_data_json[i][g_json_key_text])
for i in reversed(checked_index[1:]):
g_data_json.pop(i)
base_index = checked_index[0]
base_path = audios_path[0]
g_data_json[base_index][g_json_key_text] = "".join(audios_text)
audio_list = []
l_sample_rate = None
for i, path in enumerate(audios_path):
data, sample_rate = librosa.load(path, sr=l_sample_rate, mono=True)
l_sample_rate = sample_rate
if (i > 0):
silence = np.zeros(int(l_sample_rate * interval_r))
audio_list.append(silence)
audio_list.append(data)
audio_concat = np.concatenate(audio_list)
soundfile.write(base_path, audio_concat, l_sample_rate)
b_save_file()
g_max_json_index = len(g_data_json) - 1
# return gr.Slider(value=g_index, maximum=g_max_json_index), *b_change_index(g_index, g_batch)
return {"value":g_index,"maximum":g_max_json_index,"__type__":"update"}, *b_change_index(g_index, g_batch)
def b_save_json():
with open(g_load_file,'w', encoding="utf-8") as file:
for data in g_data_json:
file.write(f'{json.dumps(data, ensure_ascii = False)}\n')
def b_save_list():
with open(g_load_file,'w', encoding="utf-8") as file:
for data in g_data_json:
wav_path = data["wav_path"]
speaker_name = data["speaker_name"]
language = data["language"]
text = data["text"]
file.write(f"{wav_path}|{speaker_name}|{language}|{text}".strip()+'\n')
def b_load_json():
global g_data_json, g_max_json_index
with open(g_load_file, 'r', encoding="utf-8") as file:
g_data_json = file.readlines()
g_data_json = [json.loads(line) for line in g_data_json]
g_max_json_index = len(g_data_json) - 1
def b_load_list():
global g_data_json, g_max_json_index
with open(g_load_file, 'r', encoding="utf-8") as source:
data_list = source.readlines()
for _ in data_list:
data = _.split('|')
if (len(data) == 4):
wav_path, speaker_name, language, text = data
g_data_json.append(
{
'wav_path':wav_path,
'speaker_name':speaker_name,
'language':language,
'text':text.strip()
}
)
else:
print("error line:", data)
g_max_json_index = len(g_data_json) - 1
def b_save_file():
if g_load_format == "json":
b_save_json()
elif g_load_format == "list":
b_save_list()
def b_load_file():
if g_load_format == "json":
b_load_json()
elif g_load_format == "list":
b_load_list()
def set_global(load_json, load_list, json_key_text, json_key_path, batch):
global g_json_key_text, g_json_key_path, g_load_file, g_load_format, g_batch
g_batch = int(batch)
if (load_json != "None"):
g_load_format = "json"
g_load_file = load_json
elif (load_list != "None"):
g_load_format = "list"
g_load_file = load_list
else:
g_load_format = "list"
g_load_file = "demo.list"
g_json_key_text = json_key_text
g_json_key_path = json_key_path
b_load_file()
if __name__ == "__main__":
parser = argparse.ArgumentParser(description='Process some integers.')
parser.add_argument('--load_json', default="None", help='source file, like demo.json')
parser.add_argument('--is_share', default="False", help='whether webui is_share=True')
parser.add_argument('--load_list', default="None", help='source file, like demo.list')
parser.add_argument('--webui_port_subfix', default=9871, help='source file, like demo.list')
parser.add_argument('--json_key_text', default="text", help='the text key name in json, Default: text')
parser.add_argument('--json_key_path', default="wav_path", help='the path key name in json, Default: wav_path')
parser.add_argument('--g_batch', default=10, help='max number g_batch wav to display, Default: 10')
args = parser.parse_args()
set_global(args.load_json, args.load_list, args.json_key_text, args.json_key_path, args.g_batch)
with gr.Blocks() as demo:
with gr.Row():
btn_change_index = gr.Button("Change Index")
btn_submit_change = gr.Button("Submit Text")
btn_merge_audio = gr.Button("Merge Audio")
btn_delete_audio = gr.Button("Delete Audio")
btn_previous_index = gr.Button("Previous Index")
btn_next_index = gr.Button("Next Index")
with gr.Row():
index_slider = gr.Slider(
minimum=0, maximum=g_max_json_index, value=g_index, step=1, label="Index", scale=3
)
splitpoint_slider = gr.Slider(
minimum=0, maximum=120.0, value=0, step=0.1, label="Audio Split Point(s)", scale=3
)
btn_audio_split = gr.Button("Split Audio", scale=1)
btn_save_json = gr.Button("Save File", visible=True, scale=1)
btn_invert_selection = gr.Button("Invert Selection", scale=1)
with gr.Row():
with gr.Column():
for _ in range(0,g_batch):
with gr.Row():
text = gr.Textbox(
label = "Text",
visible = True,
scale=5
)
audio_output = gr.Audio(
label="Output Audio",
visible = True,
scale=5
)
audio_check = gr.Checkbox(
label="Yes",
show_label = True,
info = "Choose Audio",
scale=1
)
g_text_list.append(text)
g_audio_list.append(audio_output)
g_checkbox_list.append(audio_check)
with gr.Row():
batchsize_slider = gr.Slider(
minimum=1, maximum=g_batch, value=g_batch, step=1, label="Batch Size", scale=3, interactive=False
)
interval_slider = gr.Slider(
minimum=0, maximum=2, value=0, step=0.01, label="Interval", scale=3
)
btn_theme_dark = gr.Button("Light Theme", link="?__theme=light", scale=1)
btn_theme_light = gr.Button("Dark Theme", link="?__theme=dark", scale=1)
btn_change_index.click(
b_change_index,
inputs=[
index_slider,
batchsize_slider,
],
outputs=[
*g_text_list,
*g_audio_list,
*g_checkbox_list
],
)
btn_submit_change.click(
b_submit_change,
inputs=[
*g_text_list,
],
outputs=[
index_slider,
*g_text_list,
*g_audio_list,
*g_checkbox_list
],
)
btn_previous_index.click(
b_previous_index,
inputs=[
index_slider,
batchsize_slider,
],
outputs=[
index_slider,
*g_text_list,
*g_audio_list,
*g_checkbox_list
],
)
btn_next_index.click(
b_next_index,
inputs=[
index_slider,
batchsize_slider,
],
outputs=[
index_slider,
*g_text_list,
*g_audio_list,
*g_checkbox_list
],
)
btn_delete_audio.click(
b_delete_audio,
inputs=[
*g_checkbox_list
],
outputs=[
index_slider,
*g_text_list,
*g_audio_list,
*g_checkbox_list
]
)
btn_merge_audio.click(
b_merge_audio,
inputs=[
interval_slider,
*g_checkbox_list
],
outputs=[
index_slider,
*g_text_list,
*g_audio_list,
*g_checkbox_list
]
)
btn_audio_split.click(
b_audio_split,
inputs=[
splitpoint_slider,
*g_checkbox_list
],
outputs=[
index_slider,
*g_text_list,
*g_audio_list,
*g_checkbox_list
]
)
btn_invert_selection.click(
b_invert_selection,
inputs=[
*g_checkbox_list
],
outputs=[
*g_checkbox_list
]
)
btn_save_json.click(
b_save_file
)
demo.load(
b_change_index,
inputs=[
index_slider,
batchsize_slider,
],
outputs=[
*g_text_list,
*g_audio_list,
*g_checkbox_list
],
)
demo.launch(
server_name="0.0.0.0",
inbrowser=True,
quiet=True,
share=eval(args.is_share),
server_port=int(args.webui_port_subfix)
) |