Cover Photo for Civic Meetup #559: Creeped Out: Privacy and Discrimination Risks of Health-related Machine Listening

Civic Meetup #559: Creeped Out: Privacy and Discrimination Risks of Health-related Machine Listening

Primary Photo for Civic Tech Toronto

Hosted by

Civic Tech Toronto

In-Person

Address available to attendees

Online

Link available to attendees

Ready to join in on the fun?

New technologies and organizations’ practices are regularly placing pressures and challenges on our privacy and transparency rights. This month, Civic Tech Toronto and the Information and Privacy Commissioner of Ontario are highlighting the work to defend, enforce, explain and update these rights.

‎‎

Topic: Creeped Out: Privacy and Discrimination Risks of Health-related Machine Listening

Typical arguments about creepy technology focus on the visceral ‘ick’ factor of innovation. In contrast, this talk shares a methodology to track patterns of function creep and empirically assess changing privacy and discrimination risks. The research focuses on the product development and deployment of health-related machine listening: apps and devices that combine audio signal processing and machine learning techniques to produce sensitive inferences about people’s health from data points such as vocal biomarkers, coughs, infant cries, and other sounds. Drawing on a 10-year analysis period, the presentation will show the escalating privacy risks that are raised as health-related machine listening expands into new settings and targets ever-more data subjects.

Project Website: https://www.infoscapelab.ca/projects/losingyourvoice

‎‎

Speaker: Stephen J. Neville

Stephen J. Neville is a media and surveillance scholar based in Guelph, Ontario. Currently, he is a Fellow at the Infoscape Research Lab at Toronto Metropolitan University. He was the principal investigator for “Losing your voice to AI”, funded by the Office of the Privacy Commissioner of Canada (2025-2026), which mapped the emerging industry of health-related machine listening to address problems of data privacy, consent, and transparency. With Greg Elmer, he is the coauthor of The Politics of Media Scarcity (Routledge 2024) which foregrounds marginalized histories and storytelling as a challenge to dominant narratives of abundance and digital divides in media studies. // Bluesky

Agenda:

7:00-7:20 Welcome and Introductions

7:20-7:50 Presentation and Q&A/discussion

7:50-9:00 Breakout groups

Code of Conduct: https://civictech.ca/about-us

Check in with us on the Civic Tech Toronto Slack: https://link.civictech.ca/chat

About Us:

Our weekly civic meetups bring together Torontonians (designers, coders, urban planners, government staff, mappers, policy-makers, students, communications strategists, community organizers, and more) who share an interest in making Toronto more responsive, prosperous, sustainable, and equitable through design, tech, and data.

Come and be part of it!

For more info: https://civictech.ca

--

Interested in speaking at a future event, or know someone who'd be a great speaker? We'd love to hear from you:

https://link.civictech.ca/speaker-suggestions

Have a space that could host up to 80 civic-minded folks for an evening? Consider recommending your venue:

https://link.civictech.ca/venue-suggestions

Civic Meetup #559: Creeped Out: Privacy and Discrimination Risks of Health-related Machine Listening

Primary Photo for Civic Tech Toronto

Hosted by

Civic Tech Toronto

In-Person

Address available to attendees

Online

Link available to attendees

New technologies and organizations’ practices are regularly placing pressures and challenges on our privacy and transparency rights. This month, Civic Tech Toronto and the Information and Privacy Commissioner of Ontario are highlighting the work to defend, enforce, explain and update these rights.

‎‎

Topic: Creeped Out: Privacy and Discrimination Risks of Health-related Machine Listening

Typical arguments about creepy technology focus on the visceral ‘ick’ factor of innovation. In contrast, this talk shares a methodology to track patterns of function creep and empirically assess changing privacy and discrimination risks. The research focuses on the product development and deployment of health-related machine listening: apps and devices that combine audio signal processing and machine learning techniques to produce sensitive inferences about people’s health from data points such as vocal biomarkers, coughs, infant cries, and other sounds. Drawing on a 10-year analysis period, the presentation will show the escalating privacy risks that are raised as health-related machine listening expands into new settings and targets ever-more data subjects.

Project Website: https://www.infoscapelab.ca/projects/losingyourvoice

‎‎

Speaker: Stephen J. Neville

Stephen J. Neville is a media and surveillance scholar based in Guelph, Ontario. Currently, he is a Fellow at the Infoscape Research Lab at Toronto Metropolitan University. He was the principal investigator for “Losing your voice to AI”, funded by the Office of the Privacy Commissioner of Canada (2025-2026), which mapped the emerging industry of health-related machine listening to address problems of data privacy, consent, and transparency. With Greg Elmer, he is the coauthor of The Politics of Media Scarcity (Routledge 2024) which foregrounds marginalized histories and storytelling as a challenge to dominant narratives of abundance and digital divides in media studies. // Bluesky

Agenda:

7:00-7:20 Welcome and Introductions

7:20-7:50 Presentation and Q&A/discussion

7:50-9:00 Breakout groups

Code of Conduct: https://civictech.ca/about-us

Check in with us on the Civic Tech Toronto Slack: https://link.civictech.ca/chat

About Us:

Our weekly civic meetups bring together Torontonians (designers, coders, urban planners, government staff, mappers, policy-makers, students, communications strategists, community organizers, and more) who share an interest in making Toronto more responsive, prosperous, sustainable, and equitable through design, tech, and data.

Come and be part of it!

For more info: https://civictech.ca

--

Interested in speaking at a future event, or know someone who'd be a great speaker? We'd love to hear from you:

https://link.civictech.ca/speaker-suggestions

Have a space that could host up to 80 civic-minded folks for an evening? Consider recommending your venue:

https://link.civictech.ca/venue-suggestions