New challenges for content privacy in speech and audio
New challenges for content privacy in speech and audio
Privacy in speech and audio has many facets. A particularly under-developed area of privacy in this domain involves consideration for information related to content and context. Speech content can include words and their meaning or even stylistic markers, pathological speech, intonation patterns, or emotion. More generally, audio captured in-the-wild may contain background speech or reveal contextual information such as markers of location, room characteristics, paralinguistic sounds, or other audible events. Audio recording devices and speech technologies are becoming increasingly commonplace in everyday life. At the same time, commercialised speech and audio technologies do not provide consumers with a range of privacy choices. Even where privacy is regulated or protected by law, technical solutions to privacy assurance and enforcement fall short. This position paper introduces three important and timely research challenges for content privacy in speech and audio. We highlight current gaps and opportunities, and identify focus areas, that could have significant implications for developing ethical and safer speech technologies.
Williams, Jennifer
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Pizzi, Karla
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Das, Shuvayanti
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Noe, Paul-Gauthier
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23 September 2022
Williams, Jennifer
3a1568b4-8a0b-41d2-8635-14fe69fbb360
Pizzi, Karla
fb24c310-1e1b-4961-b365-910ab4412a3f
Das, Shuvayanti
dc5b296c-6d38-43b8-869f-93b88e589fd8
Noe, Paul-Gauthier
94afe056-3442-429e-a900-df9522be3237
Williams, Jennifer, Pizzi, Karla, Das, Shuvayanti and Noe, Paul-Gauthier
(2022)
New challenges for content privacy in speech and audio.
Symposium on Security and Privacy in Speech Communication, Interspeech 2022, Incheon, Korea, Republic of.
23 - 24 Sep 2022.
6 pp
.
Record type:
Conference or Workshop Item
(Paper)
Abstract
Privacy in speech and audio has many facets. A particularly under-developed area of privacy in this domain involves consideration for information related to content and context. Speech content can include words and their meaning or even stylistic markers, pathological speech, intonation patterns, or emotion. More generally, audio captured in-the-wild may contain background speech or reveal contextual information such as markers of location, room characteristics, paralinguistic sounds, or other audible events. Audio recording devices and speech technologies are becoming increasingly commonplace in everyday life. At the same time, commercialised speech and audio technologies do not provide consumers with a range of privacy choices. Even where privacy is regulated or protected by law, technical solutions to privacy assurance and enforcement fall short. This position paper introduces three important and timely research challenges for content privacy in speech and audio. We highlight current gaps and opportunities, and identify focus areas, that could have significant implications for developing ethical and safer speech technologies.
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Published date: 23 September 2022
Venue - Dates:
Symposium on Security and Privacy in Speech Communication, Interspeech 2022, Incheon, Korea, Republic of, 2022-09-23 - 2022-09-24
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Local EPrints ID: 502694
URI: http://eprints.soton.ac.uk/id/eprint/502694
PURE UUID: eb002a83-f46d-4dc1-8a3d-0d2feb24680e
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Date deposited: 04 Jul 2025 16:43
Last modified: 05 Jul 2025 02:09
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Contributors
Author:
Jennifer Williams
Author:
Karla Pizzi
Author:
Shuvayanti Das
Author:
Paul-Gauthier Noe
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