Sunday, 19 May 2024 04:50

Scientists develop device that can detect when someone is sarcastic

Rate this item
(0 votes)

  • Experts have developed a device that can detect when someone is sarcastic
  • It works by examining the pitch, talking rate and energy in speech 

Our friends from across the pond have been known to struggle with British sarcasm on occasion.

But improved Anglo-American relations may be on the horizon, as experts have developed a device that can detect when someone is being sarcastic.

A team from the University of Groningen have created an algorithm that analyses someone's speech to work out if they are using irony.

It works by examining the pitch, talking rate and energy in speech, and then transcribing the speech into text for it to be analysed further for language cues.

'We extracted acoustic parameters such as pitch, speaking rate, and energy from speech, then used Automatic Speech Recognition to transcribe the speech into text for sentiment analysis,' author Xiyuan Gao said.

'Next, we assigned emoticons to each speech segment, reflecting its emotional content.

'By integrating these multimodal cues into a machine learning algorithm, our approach leverages the combined strengths of auditory and textual information along with emoticons for a comprehensive analysis.'

Sarcasm – which Oscar Wilde once described as the lowest form of wit but the highest form of intelligence – is notoriously tricky to convey through text and, even in person, it can be easily misinterpreted.

The team said they are optimistic about the performance of their algorithm, but are already looking for ways to improve it further.

'There are a rage of expressions and gestures people use to highlight sarcastic elements in speech,' Ms Gao added.

These need to be better integrated into our project. In addition, we would like to include more languages and adopt developing sarcasm recognition techniques.'

Sentiment analysis, which focuses on text, is already used for detecting online hate speech and gathering online customer opinions.

Meanwhile emotion recognition, based on speech, can be applied to AI-assisted healthcare, the team said.

 

MailOnline

June 22, 2024

Stanbic-IBTC founder Atedo Peterside announces retirement as a banker

The founder of Stanbic-IBTC Bank, Atedo Peterside has announced his retirement as a banker. Peterside…
June 23, 2024

Kano emirate tussle gets messier as parties take ‘convenient’ stands on court orders

The details of the judgement of the Federal High Court of Thursday have confirmed that…
June 23, 2024

A sisterhood of millions: the all-women church groups helping people in Nigeria

On a warm Thursday afternoon in May, the ululation, drumming and singing of a choir…
June 23, 2024

3,300-year-old sunken ship found in Mediterranean at a depth where time has 'frozen,' Israel says

A 3,300-year-old ancient sunken ship dating back to the Bronze Age has been discovered in…
June 23, 2024

Retired army general shot dead in Abuja residential estate

Uwem Udokwere, a retired brigadier general, has been killed in Abuja, the nation’s capital. Udokwere…
June 23, 2024

What to know after Day 850 of Russia-Ukraine war

WESTERN PERSPECTIVE Has Russia just dropped a deadly new 3,000kg glide bomb in Ukraine? The…
June 19, 2024

Chips maker Nvidia rises to world’s most valuable company

Nvidia has become the world’s most valuable company following a staggering rally in its shares,…
June 18, 2024

Amusan secures fourth straight national title in 100m hurdles

Tobi Amusan has claimed her fourth consecutive national title in the women’s 100 metres hurdles…

NEWSSCROLL TEAM: 'Sina Kawonise: Publisher/Editor-in-Chief; Prof Wale Are Olaitan: Editorial Consultant; Femi Kawonise: Head, Production & Administration; Afolabi Ajibola: IT Manager;
Contact Us: [email protected] Tel/WhatsApp: +234 811 395 4049

Copyright © 2015 - 2024 NewsScroll. All rights reserved.