Spaces:
Sleeping
Sleeping
File size: 12,312 Bytes
402daee |
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 |
--[[
Transcript.lua - Speech transcription data model
]]--
Transcript = Polo {
COLUMN_ORDER = {"id", "seek", "start", "end", "text", "score", "file"},
DEFAULT_HIDE = {
seek = true, temperature = true, tokens = true, avg_logprob = true,
compression_ratio = true, no_speech_prob = true
},
init = function(self)
self:clear()
end
}
Transcript.calculate_offset = function (item, take)
return (
reaper.GetMediaItemInfo_Value(item, 'D_POSITION')
- reaper.GetMediaItemTakeInfo_Value(take, 'D_STARTOFFS'))
end
function Transcript:clear()
self.init_data = {}
self.filtered_data = {}
self.data = {}
self.search = ''
end
function Transcript:get_columns()
if #self.init_data > 0 then
local columns = {"score"}
local row = self.init_data[1]
for k, _ in pairs(row.data) do
if k:sub(1, 1) ~= '_' then
table.insert(columns, k)
end
end
return self:_sort_columns(columns)
end
return {}
end
function Transcript:_sort_columns(columns)
local order = self.COLUMN_ORDER
local column_set = {}
local extra_columns = {}
local order_set = {}
local result = {}
for _, column in pairs(columns) do
column_set[column] = true
end
for _, column in pairs(order) do
order_set[column] = true
if column_set[column] then
table.insert(result, column)
end
end
for _, column in pairs(columns) do
if not order_set[column] then
table.insert(extra_columns, column)
end
end
table.sort(extra_columns)
for _, column in pairs(extra_columns) do
table.insert(result, column)
end
return result
end
function Transcript:add_segment(segment)
table.insert(self.init_data, segment)
end
function Transcript:has_segments()
return #self.init_data > 0
end
function Transcript:get_segments()
return self.data
end
function Transcript:sort(column, ascending)
self.data = {table.unpack(self.filtered_data)}
table.sort(self.data, function (a, b)
local a_val, b_val = a:get(column), b:get(column)
if a_val == nil then a_val = '' end
if b_val == nil then b_val = '' end
if not ascending then
a_val, b_val = b_val, a_val
end
return a_val < b_val
end)
end
function Transcript:to_table()
local segments = {}
for _, segment in pairs(self.data) do
table.insert(segments, segment:to_table())
end
return {segments = segments}
end
function Transcript:to_json()
return json.encode(self:to_table())
end
function Transcript:update()
if #self.init_data == 0 then
self:clear()
return
end
local columns = self:get_columns()
if #self.search > 0 then
local search = self.search
local search_lower = search:lower()
local match_case = (search ~= search_lower)
self.filtered_data = {}
for _, segment in pairs(self.init_data) do
local matching = false
for _, column in pairs(columns) do
if match_case then
if tostring(segment.data[column]):find(search) then
matching = true
break
end
else
if tostring(segment.data[column]):lower():find(search_lower) then
matching = true
break
end
end
end
if matching then
table.insert(self.filtered_data, segment)
end
end
else
self.filtered_data = self.init_data
end
self.data = self.filtered_data
end
function Transcript:create_markers(proj, regions, words)
proj = proj or 0
regions = regions or false
for i, segment in pairs(self.data) do
local offset = self.calculate_offset(segment.item, segment.take)
local want_index = segment:get('id', i)
local color = 0
if words then
for _, word in pairs(segment.words) do
local start = word.start + offset
local end_ = word.end_ + offset
local name = word.word
reaper.AddProjectMarker2(proj, regions, start, end_, name, want_index, color)
end
else
local start = segment.start + offset
local end_ = segment.end_ + offset
local name = segment.text
reaper.AddProjectMarker2(proj, regions, start, end_, name, want_index, color)
end
end
end
function Transcript:create_notes_track(words)
local cur_pos = reaper.GetCursorPosition()
local index = 0
reaper.InsertTrackAtIndex(index, false)
local track = reaper.GetTrack(0, index)
reaper.SetOnlyTrackSelected(track)
reaper.GetSetMediaTrackInfo_String(track, 'P_NAME', 'Speech', true)
for _, segment in pairs(self.data) do
local offset = self.calculate_offset(segment.item, segment.take)
if words then
for _, word in pairs(segment.words) do
local start = word.start + offset
local end_ = word.end_ + offset
local text = word.word
self:_create_note(start, end_, text, false)
end
else
local start = segment.start + offset
local end_ = segment.end_ + offset
local text = segment.text
self:_create_note(start, end_, text, true)
end
end
reaper.SetEditCurPos(cur_pos, true, true)
end
function Transcript:_create_note(start, end_, text, stretch)
local item = self:_create_empty_item(start, end_)
self:_set_note_text(item, text, stretch)
end
function Transcript:_create_empty_item(start, end_)
self:_insert_empty_item()
local item = reaper.GetSelectedMediaItem(0, 0)
reaper.SelectAllMediaItems(0, false)
reaper.SetMediaItemPosition(item, start, true)
reaper.SetMediaItemLength(item, end_ - start, true)
return item
end
function Transcript:_insert_empty_item()
reaper.Main_OnCommand(40142, 0)
end
function Transcript:_set_note_text(item, text, stretch)
local _, chunk = reaper.GetItemStateChunk(item, "", false)
local notes_chunk = ("<NOTES\n|%s\n>\n"):format(text:match("^%s*(.-)%s*$"))
local flags_chunk = (stretch and "IMGRESOURCEFLAGS 11\n" or "")
chunk = chunk:gsub('>', notes_chunk:gsub('%%', '%%%%') .. flags_chunk .. '>')
reaper.SetItemStateChunk(item, chunk, false)
end
TranscriptSegment = Polo {
_proxy_fields = {
start = 'start',
end_ = 'end',
text = 'text',
}
}
TranscriptSegment.__index = function(o, key)
local proxy_target = TranscriptSegment._proxy_fields[key]
if proxy_target then
return o.data[proxy_target]
else
return TranscriptSegment[key]
end
end
function TranscriptSegment:init()
assert(self.data, 'missing data')
assert(self.item, 'missing item')
assert(self.take, 'missing take')
self.data = self._copy(self.data)
self.data['file'] = self:get_file()
end
TranscriptSegment.from_whisper = function(segment, item, take)
local result = {}
local words = segment.words
segment = TranscriptSegment._copy(segment)
segment.text = segment.text:match("^%s*(.-)%s*$")
segment.words = nil
if words then
local transcript_words = {}
for _, word in pairs(words) do
local transcript_word = TranscriptWord.new({
word = word.word:match("^%s*(.-)%s*$"),
probability = word.probability,
start = word.start,
end_ = word['end']
})
table.insert(transcript_words, transcript_word)
end
table.insert(result, TranscriptSegment.new({
data = segment,
item = item,
take = take,
words = transcript_words
}))
else
table.insert(result, TranscriptSegment.new({
data = segment,
item = item,
take = take
}))
end
return result
end
TranscriptSegment.default_hide = function(column)
return Transcript.DEFAULT_HIDE[column] or false
end
TranscriptSegment.merge_words = function(words, index1, index2)
local word1 = words[index1]
local word2 = words[index2]
local new_word = TranscriptWord.new {
word = word1.word .. word2.word,
start = word1.start,
end_ = word2.end_,
probability = (word1.probability + word2.probability) / 2
}
table.remove(words, index2)
table.remove(words, index1)
table.insert(words, index1, new_word)
end
TranscriptSegment.split_word = function(words, index)
local word = words[index]
local length = utf8.len(word.word)
local half_length = math.floor(length / 2)
local new_word1 = TranscriptWord.new {
word = word.word:sub(1, utf8.offset(word.word, half_length)),
start = word.start,
end_ = word.start + (word.end_ - word.start) / 2,
probability = word.probability
}
local new_word2 = TranscriptWord.new {
word = word.word:sub(utf8.offset(word.word, half_length + 1)),
start = word.start + (word.end_ - word.start) / 2,
end_ = word.end_,
probability = word.probability
}
table.remove(words, index)
table.insert(words, index, new_word2)
table.insert(words, index, new_word1)
end
TranscriptSegment._copy = function(data)
local result = {}
for k, v in pairs(data) do
result[k] = v
end
return result
end
function TranscriptSegment:score()
local score = 0.0
if self.words and #self.words > 0 then
for _, word in pairs(self.words) do
score = score + word:score()
end
return score / #self.words
else
return 0.0
end
end
function TranscriptSegment:get(column, default)
if column == 'score' then
return self:score()
elseif self.data[column] then
return self.data[column]
else
return default
end
end
function TranscriptSegment:set_words(words)
self.words = words
self:update_text()
end
function TranscriptSegment:update_text()
local text_chunks = {}
for _, word in pairs(self.words) do
table.insert(text_chunks, word.word)
end
self.data['text'] = table.concat(text_chunks, ' ')
end
function TranscriptSegment:get_file(include_extensions)
include_extensions = include_extensions or false
local file = ''
app:trap(function ()
local source = reaper.GetMediaItemTake_Source(self.take)
if source then
local source_path = reaper.GetMediaSourceFileName(source)
file = source_path:gsub(".*[\\/](.*)", "%1")
if not include_extensions then
file = file:gsub("(.*)[.].*", "%1")
end
end
end)
return file
end
function TranscriptSegment:get_file_with_extension()
return self:get_file(true)
end
function TranscriptSegment:navigate(word_index, autoplay)
local start = self.start
if word_index then
start = self.words[word_index].start
end
local offset = start - reaper.GetMediaItemTakeInfo_Value(self.take, 'D_STARTOFFS')
self:_navigate_to_media_item(self.item)
reaper.MoveEditCursor(offset, false)
if autoplay and reaper.GetPlayState() & 1 == 0 then
self:_transport_play()
end
if reaper.GetPlayState() & 1 == 1 then
self:_transport_play()
end
end
function TranscriptSegment:_navigate_to_media_item(item)
reaper.SelectAllMediaItems(0, false)
reaper.SetMediaItemSelected(item, true)
self:_move_cursor_to_start_of_items()
end
function TranscriptSegment:_move_cursor_to_start_of_items()
reaper.Main_OnCommand(41173, 0)
end
function TranscriptSegment:_transport_play()
reaper.Main_OnCommand(1007, 0)
end
function TranscriptSegment:to_json()
return json.encode(self:to_table())
end
function TranscriptSegment:to_table()
local result = self._copy(self.data)
if self.words then
result['words'] = {}
for _, word in pairs(self.words) do
table.insert(result['words'], word:to_table())
end
end
return result
end
function TranscriptSegment:select_in_timeline(offset)
offset = offset or 0
local start = self.start + offset
local end_ = self.end_ + offset
reaper.GetSet_LoopTimeRange(true, true, start, end_, false)
end
TranscriptWord = Polo {}
function TranscriptWord:init()
assert(self.word, 'missing word')
assert(self.start, 'missing start')
assert(self.end_, 'missing end_')
assert(self.probability, 'missing probability')
end
function TranscriptWord:copy()
return TranscriptWord.new {
word = self.word,
start = self.start,
end_ = self.end_,
probability = self.probability,
}
end
function TranscriptWord:score()
return self.probability
end
function TranscriptWord:to_table()
return {
word = self.word,
start = self.start,
['end'] = self.end_,
probability = self.probability,
}
end
function TranscriptWord:select_in_timeline(offset)
offset = offset or 0
local start = self.start + offset
local end_ = self.end_ + offset
reaper.GetSet_LoopTimeRange(true, true, start, end_, false)
end
|