Related News

With less than 1% of the vote, does the People’s Party of Canada have a future?

With less than 1% of the vote, does the People’s Party of Canada have a future?

May 2, 2025
Bankers, athletes, students are using drugs. This hotline tries to keep them safe

Bankers, athletes, students are using drugs. This hotline tries to keep them safe

June 28, 2025
B.C. court bars social media influencer Dan Bilzerian from promoting vapes globally

B.C. court bars social media influencer Dan Bilzerian from promoting vapes globally

April 2, 2025

Browse by Category

  • Canadian news feed
  • Golf news
  • Hockey news
  • Music & Piano
  • Running & fitness
  • Skateboarding

Related News

With less than 1% of the vote, does the People’s Party of Canada have a future?

With less than 1% of the vote, does the People’s Party of Canada have a future?

May 2, 2025
Bankers, athletes, students are using drugs. This hotline tries to keep them safe

Bankers, athletes, students are using drugs. This hotline tries to keep them safe

June 28, 2025
B.C. court bars social media influencer Dan Bilzerian from promoting vapes globally

B.C. court bars social media influencer Dan Bilzerian from promoting vapes globally

April 2, 2025

Browse by Category

  • Canadian news feed
  • Golf news
  • Hockey news
  • Music & Piano
  • Running & fitness
  • Skateboarding
CANADIANA NEWS - AI Curated content
  • Home
  • Canadian news feed
  • Skateboarding
  • Golf
  • Hockey
  • Running & fitness
  • Music & Piano
  • WeMaple
No Result
View All Result
CONTRIBUTE
CANADIANA NEWS - AI Curated content
  • Home
  • Canadian news feed
  • Skateboarding
  • Golf
  • Hockey
  • Running & fitness
  • Music & Piano
  • WeMaple
No Result
View All Result
CANADIANA NEWS - AI Curated content
No Result
View All Result
Home Canadian news feed

Calgary startup tackles referee abuse with microphones and machine learning

Sarah Taylor by Sarah Taylor
June 18, 2025
in Canadian news feed
0
Calgary startup tackles referee abuse with microphones and machine learning
74
SHARES
1.2k
VIEWS
Share on FacebookShare on Twitter

Abuse of referees in amateur sport has been an issue for decades and all sorts of attempts have been made to curb the problem, from sternly worded signs that remind fans to be respectful to green armbands that identify novice officials to body-worn cameras that record footage from the refs’ perspectives.

You might also like

Montrealers show up to support democracy at ‘No Tyrants’ protest

Canada’s Felix Auger-Aliassime advances to European Open tennis final

Nova Scotia’s liquor retailer continues to warehouse American alcohol and has no plans to sell it off

Now, a Calgary startup is employing a bit of all those strategies, combined with a type of artificial intelligence known as machine learning, to tackle the issue in a new way.

Elements Athletics has launched a product known as Mic’d Up that involves wireless microphones in lightweight armbands worn by refs, coupled with signs that alert players, coaches and spectators that what they say can and will be recorded.

The hours of audio caught by these mics would be cumbersome for a human to review, but CEO Mark Lootens says modern machine-learning techniques allow that process to be automated — and affordable.

“That’s the cool thing about where we’re at right now, from a software development perspective,” he said.

“Our product didn’t make sense three years ago. It would have cost a fortune. But we’re in this really fun place right now, in terms of technology development, where products like this do become affordable, which makes them accessible, and applications like Mic’d Up for youth sports associations are feasible.”

Lootens says the company’s “tuned machine-learning model” is capable of quickly reviewing hours of audio and detecting even subtle moments of abuse, insults or verbal threats directed at referees.

The software then catalogues the incidents into a report that is provided to referees’ sport associations, which can help when it comes to holding people who mistreat referees accountable.

“One of the big challenges that associations run into is … they have a hard time enforcing their own policies the way they meant to when they wrote them, because they don’t have this record of truth,” Lootens said.

“A lot of times their situations devolve into he-said-she-said, and so we provide them with that record of truth.”

Both Lootens and company co-founder Tamara Jarrett have worked as referees in the past and say the level of abuse they can face is not only troubling but also detrimental to the recruitment and retention of refs starting at the youngest levels.

Jarrett said kids who are 13 or 14 can make good money refereeing, but she’s seen many who give it a try and then quit due to the treatment they receive.

“They’re just not staying,” she said. “It’s not the money. They’re just not staying.”

Lootens said referee abuse also goes “grossly underreported” because of the time and effort it takes for reports to be manually filed.

“We’re automating that, so that associations are dealing with a lot more data,” he said. “The idea being that they can now start to identify trends, versus always just responding to a specific incident.”

Elements Athletics received support from Platform Calgary, a local non-profit organization that helps startups launch and grow with mentorship, advice, connections to networks and access to capital.

Platform Calgary CEO Terry Rock says the organization has helped foster the city’s increasingly established tech scene, and it now counts roughly 700 tech companies among its members.

“We’re doing this to make Calgary a better city,” Rock said. “We’re doing this to make Calgary’s economy more resilient, to create jobs of the future.”

So far, Elements Athletics clients have been local sports associations, but Lootens hopes to grow it around the world.

“We see no reason why it can’t be a global product,” he said.

 “This isn’t just a problem that’s happening in Alberta. This is a global problem that everyone’s struggling with.”

Read Entire Article
Tags: Canada NewsCBC.ca
Share30Tweet19
Sarah Taylor

Sarah Taylor

Recommended For You

Montrealers show up to support democracy at ‘No Tyrants’ protest

by Sarah Taylor
October 18, 2025
0
Montrealers show up to support democracy at ‘No Tyrants’ protest

Montrealers gathered in Place du Canada on Saturday to send a pro-democracy message, in what was dubbed a "No Tyrants" demonstrationIt was one of many rallies taking place...

Read more

Canada’s Felix Auger-Aliassime advances to European Open tennis final

by Sarah Taylor
October 18, 2025
0
Canada’s Felix Auger-Aliassime advances to European Open tennis final

Canada's Felix Auger-Aliassime is off to the European Open finalThe Montreal native defeated Belgium's Raphael Collignon 7-6 (2), 6-4 in the semifinals of the tennis tournamentAuger-Aliassime fired

Read more

Nova Scotia’s liquor retailer continues to warehouse American alcohol and has no plans to sell it off

by Sarah Taylor
October 18, 2025
0
Nova Scotia’s liquor retailer continues to warehouse American alcohol and has no plans to sell it off

More than seven months after the NSLC pulled American alcohol from its shelves as part of Nova Scotia's response to the trade war with the US, the corporation...

Read more

Lake Ontario water release aims to raise drought-level St. Lawrence River

by Sarah Taylor
October 18, 2025
0
Lake Ontario water release aims to raise drought-level St. Lawrence River

Read Entire Article

Read more

At this adult high school, 6 siblings celebrate graduation while a mom accepts her daughter’s diploma

by Sarah Taylor
October 17, 2025
0
At this adult high school, 6 siblings celebrate graduation while a mom accepts her daughter’s diploma

Susan Petley's heart raced as she walked across the stage on graduation night at St Michael's Adult Catholic High School in Windsor, Ont It was a moment she...

Read more
Next Post
You Can (and Should) Do Joint Peloton Workouts With Friends

You Can (and Should) Do Joint Peloton Workouts With Friends

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Related News

With less than 1% of the vote, does the People’s Party of Canada have a future?

With less than 1% of the vote, does the People’s Party of Canada have a future?

May 2, 2025
Bankers, athletes, students are using drugs. This hotline tries to keep them safe

Bankers, athletes, students are using drugs. This hotline tries to keep them safe

June 28, 2025
B.C. court bars social media influencer Dan Bilzerian from promoting vapes globally

B.C. court bars social media influencer Dan Bilzerian from promoting vapes globally

April 2, 2025

Browse by Category

  • Canadian news feed
  • Golf news
  • Hockey news
  • Music & Piano
  • Running & fitness
  • Skateboarding
CANADIANA NEWS – AI Curated content

CANADIANA.NEWS will be firmly committed to the public interest and democratic values.

CATEGORIES

  • Canadian news feed
  • Golf news
  • Hockey news
  • Music & Piano
  • Running & fitness
  • Skateboarding

BROWSE BY TAG

Canada News CBC.ca Golf Hockey Lifehacker Ludwig-van.com Skateboarding tomsguide.com

© 2025 canadiana.news - all rights reserved. YYC TECH CONSULTING.

No Result
View All Result
  • Home
  • Canadian news feed
  • Skateboarding
  • Golf
  • Hockey
  • Running & fitness
  • Music & Piano
  • WeMaple

© 2025 canadiana.news - all rights reserved. YYC TECH CONSULTING.