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transcipts.py
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from youtube_transcript_api import YouTubeTranscriptApi
def get_text(vid_id):
vid_id = vid_id
ts = YouTubeTranscriptApi.get_transcript(vid_id, languages=['en'])
return ts
def get_transcipts(final_frames):
transcripts={}
for key,value in final_frames.items():
transcripts[key]=get_text(key)
return transcripts
def get_time_array(transcipt):
time_array=[t['start'] for t in transcipt]
return time_array
def augmented_captions(final_frames):
transcripts=get_transcipts(final_frames)
captions={}
for key,value in final_frames.items():
time_array=get_time_array(transcripts[key])
captions[key]=transcripts_to_captions(value,transcripts[key],time_array)
return captions
def transcripts_to_captions(final_frame,transcript,time_array):
caption=''
lasts=''
laste=''
for key,value in final_frame.items():
time_step=float(value[10:-4])
idx=find_index(time_array,time_step,True)
if idx!=-1 and lasts!=transcript[idx]['text']:
caption=caption+transcript[idx]['text']+"."
lasts=transcript[idx]['text']
idx=find_index(time_array,time_step,False)
if idx!=-1 and laste!=transcript[idx]['text']:
caption=caption+transcript[idx]['text']+"."
laste=transcript[idx]['text']
return caption
def find_index(time_array, t, less):
start=0
end=len(time_array)-1
mid=-1
ans=-1
if less:
while start<=end:
mid=int(start + (end-start)/2)
if time_array[mid]<= t:
ans=mid
start=mid+1
else:
end=mid-1
else:
while start<=end:
mid=int(start + (end-start)/2)
if time_array[mid]>= t:
ans=mid
end=mid-1
else:
start=mid+1
return int(ans)