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Scientists have created a tool that is ready to inform when an individual is being sarcastic.
Boffins on the College of Groningen within the Netherlands have designed an algorithm that analyses anyone’s speech to determine whether or not they’re utilizing irony.
The machine works by analyzing the pitch, speaking charge and power in speech after which transcribes the phrases into textual content so it may be studied for additional language cues.
Xiyuan Gao, a PhD scholar on the college, mentioned: “We extracted acoustic parameters resembling pitch, talking charge, and power from speech, then used Automated Speech Recognition to transcribe the speech into textual content for sentiment evaluation.
“Subsequent, we assigned emoticons to every speech section, reflecting its emotional content material.
“By integrating these multimodal cues right into a machine studying algorithm, our method leverages the mixed strengths of auditory and textual info together with emoticons for a complete evaluation.”
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