www射-国产免费一级-欧美福利-亚洲成人福利-成人一区在线观看-亚州成人

Global EditionASIA 中文雙語Fran?ais
World
Home / World / Kaleidoscope

It's all about timing in mission to make AI bots laugh

By Barry He | China Daily Global | Updated: 2022-10-14 10:23
Share
Share - WeChat

Laughter is one of the effortless joys of life, something which we share and bond over, as it flows spontaneously through conversations around the world.

However, behind this everyday pleasantry, a hugely complex neurological mechanism is at play, reacting in milliseconds to the specific and yet obscure stimulant we call humor. Scientists trying to recreate laughter in AI bots to simulate natural conversations have run into difficulty. Around the world, chatbots are a booming business, and improving their services by integrating this elusive human quality is proving to be a major technical challenge.

Researchers from Kyoto University in Japan have tried to teach a robot named Erica to laugh. They hope that natural conversations between AI systems and humans can be optimized. Laughter can help lubricate a conversation, and could make customer service experiences much more favorable. Empathy is a key emotion which is explored in this project, and conversational laughter is taught to Erica by gathering training data from more than 80 speed-dating dialogues. These were read by male volunteers, and responses acted out by female actors.

Not all laughter is equal, and solo outbursts are distinguished from other types, such as embarrassed laughter or subtle chuckles made out of politeness. Machine learning programming was then utilized to dictate timing and appropriate responses.

The resulting algorithm mirrored appropriate triggers, although challenges remained. Deciding on when to join in on shared group laughter was a trait which required the most nuance, with of course most laughter occurring in a conversation being singular. Avoiding laughter which just triggered more of the same perpetually was also a challenge to researchers, with such an absurd blip instantly taking users out of the suspension of reality.

Humans were, of course, placed in to check every stage of the process, with clips from Erica played to 130 volunteers. These people reviewed the algorithm for understanding, authentic human simulation, empathy and naturalness. As algorithms improve with ever more data sets, it may even be possible for AI chatbots to have their own unique sense of humor. Always in a cheery mood and willing to chortle away, a consistent near-human experience could be delivered by the chatbot industry in years to come.

More cost-effective and consistent mood-wise than human customer service operators, laughs such as those from Erica may be commonplace in years to come. This, however, may be at least 20 years away, researchers say. Nuances of complex human behavior are not replicated overnight, and physical behaviors such as eye contact, gestures and cadence will all need to be fine-tuned, to say nothing of the challenge of accounting for the cultural differences between international markets.

Studies such as these reveal just how sophisticated a casual human conversation can be. With something that may take the most talented scientists in the world decades to produce, it is worth bearing in mind that most newborn babies have their first laugh in the first three to four months in life. These same babies, however, may be parents themselves by the time it is possible to share their laughter with a robot.

Barry He is a London-based columnist for China Daily

Most Viewed in 24 Hours
Top
BACK TO THE TOP
English
Copyright 1995 - . All rights reserved. The content (including but not limited to text, photo, multimedia information, etc) published in this site belongs to China Daily Information Co (CDIC). Without written authorization from CDIC, such content shall not be republished or used in any form. Note: Browsers with 1024*768 or higher resolution are suggested for this site.
License for publishing multimedia online 0108263

Registration Number: 130349
FOLLOW US
主站蜘蛛池模板: a级男女性高爱潮高清试 | 天天亚洲 | 老司机午夜精品网站在线观看 | 国产一级片免费 | 欧美视频网站在线观看 | 亚洲成a人片在线看 | 欧美日韩视频在线第一区二区三区 | 乱人伦中文字幕视频 | 久久免费影院 | 两性色午夜视频免费国产 | 欧美日本在线视频 | 久久香蕉精品成人 | 久久久亚洲精品国产 | 又黄又爽视频好爽视频 | 日本欧美一区二区三区在线 | 欧美一区二区视频在线观看 | 一区二区三区免费观看 | 亚洲在线看片 | 亚洲成a人伦理 | 国产亚洲一区二区手机在线观看 | 久久厕所 | 亚洲天堂美女视频 | 亚洲自拍小视频 | 欧美极品video粗暴 | 国产三级香港三韩国三级 | 久久精品一区二区影院 | 欧美在线视频一区二区 | 日本在线视频播放 | 高清国产一区二区三区 | 国产高清免费影视在线观看 | 国产成人精品.一二区 | 免费a级毛片大学生免费观看 | 亚洲综合国产一区在线 | 日本韩国一级片 | 亚洲国产欧美在线不卡中文 | 国产一级成人毛片 | 日本国产一区二区三区 | 日韩国产欧美一区二区三区 | 91热国产 | 黄色香蕉视频 | 国产精品久久久久影院 |