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# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""
This file contains functions for make ASS-format subtitle files based on the generated alignment.
ASS files can be generated highlighting token-level alignments or word-level alignments.
In both cases, 'segment' boundaries will be used to determine which parts of the text will appear
at the same time.
For the token-level ASS files, the text will be highlighted token-by-token, with the timings determined
by the NFA alignments.
For the word-level ASS files, the text will be highlighted word-by-word, with the timings determined
by the NFA alignemtns.
"""
import os
from utils.constants import BLANK_TOKEN, SPACE_TOKEN
from utils.data_prep import Segment, Token, Word
PLAYERRESX = 384
PLAYERRESY = 288
MARGINL = 10
MARGINR = 10
MARGINV = 20
def seconds_to_ass_format(seconds_float):
seconds_float = float(seconds_float)
mm, ss_decimals = divmod(seconds_float, 60)
hh, mm = divmod(mm, 60)
hh = str(round(hh))
if len(hh) == 1:
hh = '0' + hh
mm = str(round(mm))
if len(mm) == 1:
mm = '0' + mm
ss_decimals = f"{ss_decimals:.2f}"
if len(ss_decimals.split(".")[0]) == 1:
ss_decimals = "0" + ss_decimals
srt_format_time = f"{hh}:{mm}:{ss_decimals}"
return srt_format_time
def rgb_list_to_hex_bgr(rgb_list):
r, g, b = rgb_list
return f"{b:x}{g:x}{r:x}"
def make_ass_files(
utt_obj, output_dir_root, ass_file_config,
):
# don't try to make files if utt_obj.segments_and_tokens is empty, which will happen
# in the case of the ground truth text being empty or the number of tokens being too large vs audio duration
if not utt_obj.segments_and_tokens:
return utt_obj
if ass_file_config.resegment_text_to_fill_space:
utt_obj = resegment_utt_obj(utt_obj, ass_file_config)
utt_obj = make_word_level_ass_file(utt_obj, output_dir_root, ass_file_config,)
utt_obj = make_token_level_ass_file(utt_obj, output_dir_root, ass_file_config,)
return utt_obj
def _get_word_n_chars(word):
n_chars = 0
for token in word.tokens:
if token.text != BLANK_TOKEN:
n_chars += len(token.text)
return n_chars
def _get_segment_n_chars(segment):
n_chars = 0
for word_or_token in segment.words_and_tokens:
if word_or_token.text == SPACE_TOKEN:
n_chars += 1
elif word_or_token.text != BLANK_TOKEN:
n_chars += len(word_or_token.text)
return n_chars
def resegment_utt_obj(utt_obj, ass_file_config):
# get list of just all words and tokens
all_words_and_tokens = []
for segment_or_token in utt_obj.segments_and_tokens:
if type(segment_or_token) is Segment:
all_words_and_tokens.extend(segment_or_token.words_and_tokens)
else:
all_words_and_tokens.append(segment_or_token)
# figure out how many chars will fit into one 'slide' and thus should be the max
# size of a segment
approx_chars_per_line = (PLAYERRESX - MARGINL - MARGINR) / (
ass_file_config.fontsize * 0.6
) # assume chars 0.6 as wide as they are tall
approx_lines_per_segment = (PLAYERRESY - MARGINV) / (
ass_file_config.fontsize * 1.15
) # assume line spacing is 1.15
if approx_lines_per_segment > ass_file_config.max_lines_per_segment:
approx_lines_per_segment = ass_file_config.max_lines_per_segment
max_chars_per_segment = int(approx_chars_per_line * approx_lines_per_segment)
new_segments_and_tokens = []
all_words_and_tokens_pointer = 0
for word_or_token in all_words_and_tokens:
if type(word_or_token) is Token:
new_segments_and_tokens.append(word_or_token)
all_words_and_tokens_pointer += 1
else:
break
new_segments_and_tokens.append(Segment())
while all_words_and_tokens_pointer < len(all_words_and_tokens):
word_or_token = all_words_and_tokens[all_words_and_tokens_pointer]
if type(word_or_token) is Word:
# if this is going to be the first word in the segment, we definitely want
# to add it to the segment
if not new_segments_and_tokens[-1].words_and_tokens:
new_segments_and_tokens[-1].words_and_tokens.append(word_or_token)
else:
# if not the first word, check what the new length of the segment will be
# if short enough - add this word to this segment;
# if too long - add to a new segment
this_word_n_chars = _get_word_n_chars(word_or_token)
segment_so_far_n_chars = _get_segment_n_chars(new_segments_and_tokens[-1])
if this_word_n_chars + segment_so_far_n_chars < max_chars_per_segment:
new_segments_and_tokens[-1].words_and_tokens.append(word_or_token)
else:
new_segments_and_tokens.append(Segment())
new_segments_and_tokens[-1].words_and_tokens.append(word_or_token)
else: # i.e. word_or_token is a token
# currently this breaks the convention of tokens at the end/beginning
# of segments being listed as separate tokens in segment.word_and_tokens
# TODO: change code so we follow this convention
new_segments_and_tokens[-1].words_and_tokens.append(word_or_token)
all_words_and_tokens_pointer += 1
utt_obj.segments_and_tokens = new_segments_and_tokens
return utt_obj
def make_word_level_ass_file(
utt_obj, output_dir_root, ass_file_config,
):
default_style_dict = {
"Name": "Default",
"Fontname": "Arial",
"Fontsize": str(ass_file_config.fontsize),
"PrimaryColour": "&Hffffff",
"SecondaryColour": "&Hffffff",
"OutlineColour": "&H0",
"BackColour": "&H0",
"Bold": "0",
"Italic": "0",
"Underline": "0",
"StrikeOut": "0",
"ScaleX": "100",
"ScaleY": "100",
"Spacing": "0",
"Angle": "0",
"BorderStyle": "1",
"Outline": "1",
"Shadow": "0",
"Alignment": None, # will specify below
"MarginL": str(MARGINL),
"MarginR": str(MARGINR),
"MarginV": str(MARGINV),
"Encoding": "0",
}
if ass_file_config.vertical_alignment == "top":
default_style_dict["Alignment"] = "8" # text will be 'center-justified' and in the top of the screen
elif ass_file_config.vertical_alignment == "center":
default_style_dict["Alignment"] = "5" # text will be 'center-justified' and in the middle of the screen
elif ass_file_config.vertical_alignment == "bottom":
default_style_dict["Alignment"] = "2" # text will be 'center-justified' and in the bottom of the screen
else:
raise ValueError(f"got an unexpected value for ass_file_config.vertical_alignment")
output_dir = os.path.join(output_dir_root, "ass", "words")
os.makedirs(output_dir, exist_ok=True)
output_file = os.path.join(output_dir, f"{utt_obj.utt_id}.ass")
already_spoken_color_code = r"{\c&H" + rgb_list_to_hex_bgr(ass_file_config.text_already_spoken_rgb) + r"&}"
being_spoken_color_code = r"{\c&H" + rgb_list_to_hex_bgr(ass_file_config.text_being_spoken_rgb) + r"&}"
not_yet_spoken_color_code = r"{\c&H" + rgb_list_to_hex_bgr(ass_file_config.text_not_yet_spoken_rgb) + r"&}"
with open(output_file, 'w') as f:
default_style_top_line = "Format: " + ", ".join(default_style_dict.keys())
default_style_bottom_line = "Style: " + ",".join(default_style_dict.values())
f.write(
(
"[Script Info]\n"
"ScriptType: v4.00+\n"
f"PlayResX: {PLAYERRESX}\n"
f"PlayResY: {PLAYERRESY}\n"
"\n"
"[V4+ Styles]\n"
f"{default_style_top_line}\n"
f"{default_style_bottom_line}\n"
"\n"
"[Events]\n"
"Format: Layer, Start, End, Style, Name, MarginL, MarginR, MarginV, Effect, Text\n\n"
)
)
# write first set of subtitles for text before speech starts to be spoken
words_in_first_segment = []
for segment_or_token in utt_obj.segments_and_tokens:
if type(segment_or_token) is Segment:
first_segment = segment_or_token
for word_or_token in first_segment.words_and_tokens:
if type(word_or_token) is Word:
words_in_first_segment.append(word_or_token)
break
text_before_speech = not_yet_spoken_color_code + " ".join([x.text for x in words_in_first_segment]) + r"{\r}"
subtitle_text = (
f"Dialogue: 0,{seconds_to_ass_format(0)},{seconds_to_ass_format(words_in_first_segment[0].t_start)},Default,,0,0,0,,"
+ text_before_speech.rstrip()
)
f.write(subtitle_text + '\n')
for segment_or_token in utt_obj.segments_and_tokens:
if type(segment_or_token) is Segment:
segment = segment_or_token
words_in_segment = []
for word_or_token in segment.words_and_tokens:
if type(word_or_token) is Word:
words_in_segment.append(word_or_token)
for word_i, word in enumerate(words_in_segment):
text_before = " ".join([x.text for x in words_in_segment[:word_i]])
if text_before != "":
text_before += " "
text_before = already_spoken_color_code + text_before + r"{\r}"
if word_i < len(words_in_segment) - 1:
text_after = " " + " ".join([x.text for x in words_in_segment[word_i + 1 :]])
else:
text_after = ""
text_after = not_yet_spoken_color_code + text_after + r"{\r}"
aligned_text = being_spoken_color_code + word.text + r"{\r}"
aligned_text_off = already_spoken_color_code + word.text + r"{\r}"
subtitle_text = (
f"Dialogue: 0,{seconds_to_ass_format(word.t_start)},{seconds_to_ass_format(word.t_end)},Default,,0,0,0,,"
+ text_before
+ aligned_text
+ text_after.rstrip()
)
f.write(subtitle_text + '\n')
# add subtitles without word-highlighting for when words are not being spoken
if word_i < len(words_in_segment) - 1:
last_word_end = float(words_in_segment[word_i].t_end)
next_word_start = float(words_in_segment[word_i + 1].t_start)
if next_word_start - last_word_end > 0.001:
subtitle_text = (
f"Dialogue: 0,{seconds_to_ass_format(last_word_end)},{seconds_to_ass_format(next_word_start)},Default,,0,0,0,,"
+ text_before
+ aligned_text_off
+ text_after.rstrip()
)
f.write(subtitle_text + '\n')
utt_obj.saved_output_files[f"words_level_ass_filepath"] = output_file
return utt_obj
def make_token_level_ass_file(
utt_obj, output_dir_root, ass_file_config,
):
default_style_dict = {
"Name": "Default",
"Fontname": "Arial",
"Fontsize": str(ass_file_config.fontsize),
"PrimaryColour": "&Hffffff",
"SecondaryColour": "&Hffffff",
"OutlineColour": "&H0",
"BackColour": "&H0",
"Bold": "0",
"Italic": "0",
"Underline": "0",
"StrikeOut": "0",
"ScaleX": "100",
"ScaleY": "100",
"Spacing": "0",
"Angle": "0",
"BorderStyle": "1",
"Outline": "1",
"Shadow": "0",
"Alignment": None, # will specify below
"MarginL": str(MARGINL),
"MarginR": str(MARGINR),
"MarginV": str(MARGINV),
"Encoding": "0",
}
if ass_file_config.vertical_alignment == "top":
default_style_dict["Alignment"] = "8" # text will be 'center-justified' and in the top of the screen
elif ass_file_config.vertical_alignment == "center":
default_style_dict["Alignment"] = "5" # text will be 'center-justified' and in the middle of the screen
elif ass_file_config.vertical_alignment == "bottom":
default_style_dict["Alignment"] = "2" # text will be 'center-justified' and in the bottom of the screen
else:
raise ValueError(f"got an unexpected value for ass_file_config.vertical_alignment")
output_dir = os.path.join(output_dir_root, "ass", "tokens")
os.makedirs(output_dir, exist_ok=True)
output_file = os.path.join(output_dir, f"{utt_obj.utt_id}.ass")
already_spoken_color_code = r"{\c&H" + rgb_list_to_hex_bgr(ass_file_config.text_already_spoken_rgb) + r"&}"
being_spoken_color_code = r"{\c&H" + rgb_list_to_hex_bgr(ass_file_config.text_being_spoken_rgb) + r"&}"
not_yet_spoken_color_code = r"{\c&H" + rgb_list_to_hex_bgr(ass_file_config.text_not_yet_spoken_rgb) + r"&}"
with open(output_file, 'w') as f:
default_style_top_line = "Format: " + ", ".join(default_style_dict.keys())
default_style_bottom_line = "Style: " + ",".join(default_style_dict.values())
f.write(
(
"[Script Info]\n"
"ScriptType: v4.00+\n"
f"PlayResX: {PLAYERRESX}\n"
f"PlayResY: {PLAYERRESY}\n"
"ScaledBorderAndShadow: yes\n"
"\n"
"[V4+ Styles]\n"
f"{default_style_top_line}\n"
f"{default_style_bottom_line}\n"
"\n"
"[Events]\n"
"Format: Layer, Start, End, Style, Name, MarginL, MarginR, MarginV, Effect, Text\n\n"
)
)
# write first set of subtitles for text before speech starts to be spoken
tokens_in_first_segment = []
for segment_or_token in utt_obj.segments_and_tokens:
if type(segment_or_token) is Segment:
for word_or_token in segment_or_token.words_and_tokens:
if type(word_or_token) is Token:
if word_or_token.text != BLANK_TOKEN:
tokens_in_first_segment.append(word_or_token)
else:
for token in word_or_token.tokens:
if token.text != BLANK_TOKEN:
tokens_in_first_segment.append(token)
break
for token in tokens_in_first_segment:
token.text_cased = token.text_cased.replace(
"▁", " "
) # replace underscores used in subword tokens with spaces
token.text_cased = token.text_cased.replace(SPACE_TOKEN, " ") # space token with actual space
text_before_speech = (
not_yet_spoken_color_code + "".join([x.text_cased for x in tokens_in_first_segment]) + r"{\r}"
)
subtitle_text = (
f"Dialogue: 0,{seconds_to_ass_format(0)},{seconds_to_ass_format(tokens_in_first_segment[0].t_start)},Default,,0,0,0,,"
+ text_before_speech.rstrip()
)
f.write(subtitle_text + '\n')
for segment_or_token in utt_obj.segments_and_tokens:
if type(segment_or_token) is Segment:
segment = segment_or_token
tokens_in_segment = [] # make list of (non-blank) tokens
for word_or_token in segment.words_and_tokens:
if type(word_or_token) is Token:
if word_or_token.text != BLANK_TOKEN:
tokens_in_segment.append(word_or_token)
else:
for token in word_or_token.tokens:
if token.text != BLANK_TOKEN:
tokens_in_segment.append(token)
for token in tokens_in_segment:
token.text_cased = token.text_cased.replace(
"▁", " "
) # replace underscores used in subword tokens with spaces
token.text_cased = token.text_cased.replace(SPACE_TOKEN, " ") # space token with actual space
for token_i, token in enumerate(tokens_in_segment):
text_before = "".join([x.text_cased for x in tokens_in_segment[:token_i]])
text_before = already_spoken_color_code + text_before + r"{\r}"
if token_i < len(tokens_in_segment) - 1:
text_after = "".join([x.text_cased for x in tokens_in_segment[token_i + 1 :]])
else:
text_after = ""
text_after = not_yet_spoken_color_code + text_after + r"{\r}"
aligned_text = being_spoken_color_code + token.text_cased + r"{\r}"
aligned_text_off = already_spoken_color_code + token.text_cased + r"{\r}"
subtitle_text = (
f"Dialogue: 0,{seconds_to_ass_format(token.t_start)},{seconds_to_ass_format(token.t_end)},Default,,0,0,0,,"
+ text_before
+ aligned_text
+ text_after.rstrip()
)
f.write(subtitle_text + '\n')
# add subtitles without word-highlighting for when words are not being spoken
if token_i < len(tokens_in_segment) - 1:
last_token_end = float(tokens_in_segment[token_i].t_end)
next_token_start = float(tokens_in_segment[token_i + 1].t_start)
if next_token_start - last_token_end > 0.001:
subtitle_text = (
f"Dialogue: 0,{seconds_to_ass_format(last_token_end)},{seconds_to_ass_format(next_token_start)},Default,,0,0,0,,"
+ text_before
+ aligned_text_off
+ text_after.rstrip()
)
f.write(subtitle_text + '\n')
utt_obj.saved_output_files[f"tokens_level_ass_filepath"] = output_file
return utt_obj
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