SignLanguage / audio.py
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from moviepy.editor import *
from gtts import gTTS
from pydub import AudioSegment
import tempfile
import os
os.environ["IMAGEIO_FFMPEG_EXE"] = "/usr/local/bin/ffmpeg"
# 如果需要,设置 ImageMagick 的路径
# os.environ["IMAGEMAGICK_BINARY"] = "/usr/local/bin/convert"
def gen_audio(subtitles, tmpdir):
# 字幕列表,表示在指定时间段显示对应的字幕
# subtitles = [
# [[0, 3], "這裡請注意右臂"],
# [[4, 8], "這裡請注意左臂"],
# [[9, 12], "這裡請注意左手細節"]
# ]
subtitles = merge_subtitles(subtitles)
print("===> Subtitles:")
for subtitle in subtitles:
print(subtitle)
combined_clip = VideoFileClip(tmpdir + "/output.mp4")
# 获取视频总时长
total_duration = combined_clip.duration
# 添加字幕的函数
def add_subtitles(clip, subtitles):
txt_clips = []
for start_end, text in subtitles:
start_time, end_time = start_end
duration = end_time - start_time
txt_clip = (TextClip(text, fontsize=clip.w//20, color='white', font='bold.ttf', method='caption', size=(clip.w * 0.9, None)) # 添加 method='caption'
.set_duration(duration) # 设置字幕持续时间
.set_position(('center', 4 * clip.h // 5))
.set_start(start_time)) # 字幕开始时间
txt_clips.append(txt_clip)
# 将字幕叠加到视频上
return CompositeVideoClip([clip, *txt_clips])
# 将字幕添加到视频中
video_with_subtitles = add_subtitles(combined_clip, subtitles)
# 生成语音文件并返回音频剪辑的函数
def generate_audio(subtitles, total_duration):
temp_audio_path = tempfile.mkdtemp() # 创建临时目录存储音频文件
clips = []
for i, (start_end, text) in enumerate(subtitles):
start_time, end_time = start_end
duration = end_time - start_time
# 使用 gtts 生成语音
tts = gTTS(text=text, lang='zh')
audio_path = os.path.join(temp_audio_path, f'subtitle_{i}.mp3')
tts.save(audio_path)
# 使用 pydub 加载音频并将其转换为 wav 格式
audio_segment = AudioSegment.from_mp3(audio_path)
# 将 pydub 音频转换为 moviepy 可用的 AudioFileClip
new_audio_path = os.path.join(temp_audio_path, f'subtitle_{i}_adjusted.wav')
audio_segment.export(new_audio_path, format="wav")
audio_clip = AudioFileClip(new_audio_path).set_start(start_time).set_duration(min(duration, audio_segment.duration_seconds))
clips.append(audio_clip)
# 合并所有音频剪辑
final_audio = CompositeAudioClip(clips)
return final_audio
# 生成语音
audio_clip = generate_audio(subtitles, total_duration)
# 将语音添加到视频
video_with_audio = video_with_subtitles.set_audio(audio_clip)
# 导出带语音和字幕的视频
video_with_audio.write_videofile(tmpdir + '/output_with_subtitles.mp4', fps=24)
return tmpdir + '/output_with_subtitles.mp4'
def merge_subtitles(subtitles):
merged_subtitles = []
i = 0
n = len(subtitles)
while i < n:
# 初始化当前字幕的起始时间、结束时间和内容
current_start, current_end = subtitles[i][0]
current_content = subtitles[i][1]
duration = current_end - current_start
i += 1 # 移动到下一个字幕索引,供后续合并使用
# 尝试合并后续字幕,直到持续时间至少为3秒
while duration < 3:
if i >= n:
# 已经处理完所有字幕,延长结束时间
current_end = current_start + 3
duration = current_end - current_start
break
next_start, next_end = subtitles[i][0]
next_content = subtitles[i][1]
if next_start == current_end:
# 与下一个字幕相邻,合并
current_end = next_end
current_content += "、" + next_content
duration = current_end - current_start
i += 1 # 继续检查下一个字幕
else:
# 不相邻,无法合并,延长结束时间
if duration < 3:
current_end = current_start + 3
duration = current_end - current_start
break # 退出合并循环
# 添加合并后的字幕到新列表
current_content = '這裡請注意' + '、'.join(list(set(current_content.replace("細節", "").split('、'))))
merged_subtitles.append([[current_start, current_end], current_content])
return merged_subtitles