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The User Experience of
Captions
How Automation Can Save Time, Money
and Improve the Quality of Captions
Sam Cartsos & Sarah Murphy
Live captions provided through:


www.recapd.com

2	
  
The User Experience of
Captions
How Automation Can Save Time, Money
and Improve the Quality of Captions
Sam Cartsos & Sarah Murphy
Captioning

4	
  
User Experience	
The	
  Users	
  of	
  “User	
  
Experience”	
  
	
  
UX	
  of	
  Cap5ons	
  for	
  Online	
  
Video	
  
	
  
	
  
	
  
	
  
	
  
	
  

S%ll	
  and	
  Cap%on	
  From	
  Annie	
  Hall	
  

5	
  
No captions at all are
the WORST captions

6	
  
Quality	
  Transcrip%on	
  vs.	
  	
  
Automated	
  Transcrip%on	
  

7	
  
Cap%ons	
  are	
  not	
  accurate	
  
	
  
Only	
  shows	
  one	
  leQer	
  
	
  
Timing	
  is	
  not	
  relevant	
  
	
  

Report	
  on	
  the	
  State	
  of	
  Closed	
  	
  Cap%oning	
  of	
  Internet	
  Protocol	
  Delivered	
  
Video	
  Programming	
  via	
  Electronic	
  Filing,	
  May	
  16,	
  2013	
  

8	
  
Cap%on	
  segment	
  is	
  too	
  
long	
  to	
  read	
  and	
  digest	
  	
  

9	
  
Areas	
  that	
  Affect	
  Cap%on	
  Quality	
  &	
  UX	
  

10	
  
Transcrip%on	
  is	
  manual	
  
Especially	
  quality	
  transcripts	
  
	
  
	
  
	
  
• 

Convey	
  the	
  informa%on	
  
within	
  the	
  media	
  

• 

Remove	
  unnecessary	
  words	
  
that	
  add	
  cluQer	
  like	
  “ums”	
  

• 

Conform	
  to	
  exis%ng	
  cap%on	
  
style	
  guides	
  

	
  
Accurately Timed
Captions appear as the words
are spoken
	
  
	
  
	
  
	
  
12	
  
Segmentation

Chunking text into manageable bits
Too	
  much	
  text	
  

14	
  
Characters	
  per	
  line	
  
	
  
Mul%ple	
  speakers	
  

	
  
	
  
	
  

15	
  
16	
  
17	
  
18	
  
19	
  
Propor%onality	
  

	
  
More	
  difficult	
  to	
  read	
  with	
  one	
  long	
  line	
  
of	
  text,	
  and	
  one	
  very	
  short	
  

20	
  
Repeated action with precision
Detail orientated
Leads to better quality
	
  
21	
  
Triangle	
  shaped	
  
cap%ons	
  are	
  easier	
  to	
  
read	
  
	
  

Centered	
  text	
  
	
  

BoQom	
  of	
  the	
  screen	
  
	
  

22	
  
Key Features of Quality Captions
Centered	
  text	
  
BoQom	
  of	
  the	
  screen	
  
Black	
  drop	
  shadow	
  	
  
White	
  or	
  bright	
  text	
  
Wide	
  font	
  

23	
  
 

Automation	

Do	
  not	
  automate	
  transcrip%on	
  
	
  
Pre-­‐process	
  %ming	
  
	
  
Word	
  level	
  alignment	
  of	
  media	
  to	
  transcript	
  
	
  
Manage	
  cap%on	
  formaang	
  and	
  segmenta%on	
  
	
  
Ability	
  to	
  edit	
  by	
  hand,	
  automa%on	
  processes	
  
edits	
  and	
  %mes	
  on	
  the	
  fly	
  
	
  
SyncWords	
  scores	
  cap%on	
  factors	
  and	
  segments	
  
cap%ons	
  based	
  on	
  the	
  best	
  possible	
  output	
  
24	
  
25	
  
Hand	
  s%tching	
  
takes	
  longer,	
  and	
  
has	
  greater	
  
frequency	
  of	
  
irregulari%es	
  
	
  

Sewing	
  
machines	
  make	
  
quick	
  work	
  of	
  
the	
  same	
  job	
  

26	
  
What works for one user
is not always what every
user wants
SyncWords allows users
to tailor caption outputs
fitting specific needs
	
  

27	
  
Automation Allows for
Customization in Styling	
Text	
  color	
  
	
  
Characters	
  per	
  line	
  and	
  number	
  of	
  lines	
  
	
  
Pop-­‐on	
  cap%ons	
  
	
  
Time	
  shid	
  to	
  show	
  cap%ons	
  just	
  before	
  words	
  
are	
  spoken	
  
	
  
	
  
	
  
	
  
	
  
	
  
	
  

28	
  
Using Technology to Fine Tune Timing

Set	
  cap%ons	
  a	
  few	
  
milliseconds	
  before	
  
dialogue	
  begins	
  

Hermione’s Time Turner from Harry Potter

29	
  
30	
  
 

Machine
Learning
Algorithms 



Alignment & Chunking


•  Deep Neural
Networks


•  Natural Language
Processing (NLP)



31	
  
Contact	
  Us	
  
Sam	
  Cartsos	
  
Senior	
  Partner	
  
scartsos@frameweld.com	
  
@scartsos	
  

Sarah	
  Murphy	
  
Director	
  of	
  Business	
  Development	
  
sarah@frameweld.com	
  
@fw_sarah	
  
32	
  
Frameweld	
  
	
  
	
  

www.frameweld.com	
  
718-­‐408-­‐9190	
  
info@frameweld.com	
  
Tweet	
  @frameweld	
  
33	
  
Thank	
  you!	
  

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The User Experience of Captioning Webinar

  • 1. The User Experience of Captions How Automation Can Save Time, Money and Improve the Quality of Captions Sam Cartsos & Sarah Murphy
  • 2. Live captions provided through:
 www.recapd.com 2  
  • 3. The User Experience of Captions How Automation Can Save Time, Money and Improve the Quality of Captions Sam Cartsos & Sarah Murphy
  • 5. User Experience The  Users  of  “User   Experience”     UX  of  Cap5ons  for  Online   Video               S%ll  and  Cap%on  From  Annie  Hall   5  
  • 6. No captions at all are the WORST captions 6  
  • 7. Quality  Transcrip%on  vs.     Automated  Transcrip%on   7  
  • 8. Cap%ons  are  not  accurate     Only  shows  one  leQer     Timing  is  not  relevant     Report  on  the  State  of  Closed    Cap%oning  of  Internet  Protocol  Delivered   Video  Programming  via  Electronic  Filing,  May  16,  2013   8  
  • 9. Cap%on  segment  is  too   long  to  read  and  digest     9  
  • 10. Areas  that  Affect  Cap%on  Quality  &  UX   10  
  • 11. Transcrip%on  is  manual   Especially  quality  transcripts         •  Convey  the  informa%on   within  the  media   •  Remove  unnecessary  words   that  add  cluQer  like  “ums”   •  Conform  to  exis%ng  cap%on   style  guides    
  • 12. Accurately Timed Captions appear as the words are spoken         12  
  • 14. Too  much  text   14  
  • 15. Characters  per  line     Mul%ple  speakers         15  
  • 16. 16  
  • 17. 17  
  • 18. 18  
  • 19. 19  
  • 20. Propor%onality     More  difficult  to  read  with  one  long  line   of  text,  and  one  very  short   20  
  • 21. Repeated action with precision Detail orientated Leads to better quality   21  
  • 22. Triangle  shaped   cap%ons  are  easier  to   read     Centered  text     BoQom  of  the  screen     22  
  • 23. Key Features of Quality Captions Centered  text   BoQom  of  the  screen   Black  drop  shadow     White  or  bright  text   Wide  font   23  
  • 24.   Automation Do  not  automate  transcrip%on     Pre-­‐process  %ming     Word  level  alignment  of  media  to  transcript     Manage  cap%on  formaang  and  segmenta%on     Ability  to  edit  by  hand,  automa%on  processes   edits  and  %mes  on  the  fly     SyncWords  scores  cap%on  factors  and  segments   cap%ons  based  on  the  best  possible  output   24  
  • 25. 25  
  • 26. Hand  s%tching   takes  longer,  and   has  greater   frequency  of   irregulari%es     Sewing   machines  make   quick  work  of   the  same  job   26  
  • 27. What works for one user is not always what every user wants SyncWords allows users to tailor caption outputs fitting specific needs   27  
  • 28. Automation Allows for Customization in Styling Text  color     Characters  per  line  and  number  of  lines     Pop-­‐on  cap%ons     Time  shid  to  show  cap%ons  just  before  words   are  spoken                 28  
  • 29. Using Technology to Fine Tune Timing Set  cap%ons  a  few   milliseconds  before   dialogue  begins   Hermione’s Time Turner from Harry Potter 29  
  • 30. 30  
  • 31.   Machine Learning Algorithms Alignment & Chunking •  Deep Neural Networks •  Natural Language Processing (NLP) 31  
  • 32. Contact  Us   Sam  Cartsos   Senior  Partner   scartsos@frameweld.com   @scartsos   Sarah  Murphy   Director  of  Business  Development   sarah@frameweld.com   @fw_sarah   32  
  • 33. Frameweld       www.frameweld.com   718-­‐408-­‐9190   info@frameweld.com   Tweet  @frameweld   33