veyepar: “THAT’S A REALLY GREAT IDEA”: SYNTHESIZING SARCASTIC AFFECT

Author(s):	Rachel Rakov
Location	Room CR4
Date	jul Sat 16	Days Raw Files
Start	10:30	First Raw Start	10:12
Duration	00:25:00	Offset	0:17:30
End	10:55	Last Raw End	11:12
Chapters	00:00 0:01:05 0:10:25 0:22:51
Total cuts_time	36 min.

https://2016.pygotham.org/talks/279/thats-a-really-great-idea-synthesizing-sarcastic-affect
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Description:	Sarcasm is inherently ambiguous. Frequently, sarcastic expressions can be disambiguated either by context (“I broke my leg and my dog died. Happy Birthday to me.”) or by prosody (“Youre soooooo smart.”). Building on previous work modeling intonation for the task of sarcasm detection, we now investigate whether prosodic cues are reliable enough to be used to synthesize sarcastic speech. In this work, we develop a transparent heuristic to identify a particular type of sentence that can be expressed as sarcastic affect. We then use Twitter to identify individual sentences that can be made to sound sarcastic under our heuristic. Finally, we use prosodic features motivated by prior sarcasm research to synthesize sarcastic speech. We find that prosodic manipulation of synthesized speech leads listeners to perceive synthesized speech as sarcastic. This method presents a practical path forward for sarcasm synthesis, one that is possible without making use of large, annotated corpora. markdown
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2016-07-16/10_12_30.ts Apply: 10:12:30 - 10:19:39 ( 00:07:09 ) S: 10:12:30 - E: 10:42:30 D: 00:30:00 (End: 429.0) show more...

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2016-07-16/10_12_30.ts Apply: 10:19:39 - 10:20:44 ( 00:01:05 ) S: 10:12:30 - E: 10:42:30 D: 00:30:00 (Start: 429.0) (End: 494.0) show more...

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2016-07-16/10_42_30.ts Apply: 10:42:30 - 10:55:53 ( 00:13:23 ) S: 10:42:30 - E: 11:12:29 D: 00:29:59 (End: 803.0) show more...

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