Voice privacy and security
Do Companies Listen to Your Voice Recordings?
Yes. In 2019 reporters showed that human reviewers at Apple, Google, Amazon, Microsoft and Facebook listened to some voice clips, and each company then paused, limited or disclosed the practice. Today human review is mostly opt-in, and the only sure way to keep people from hearing your audio is to keep it off the company's servers.
Updated October 17, 202611 min read28 cited facts, each traced to its source
0.2percent of audio snippets
Google said in July 2019 that language experts review only around 0.2 percent of all audio snippets.
Google, Google Blog, 2019
0.95activations per hour
In the 2020 study, a Google Home Mini playing the TV show The West Wing averaged 0.95 activations per hour without the wake word, which the authors singled out as a notable case.
Daniel J. Dubois et al., Proceedings on Privacy Enhancing Technologies (PETS 2020), 2020
$68 millionUS dollars
In January 2026, Google agreed to pay $68 million to settle a class action that accused it of illegally recording private conversations through Google Assistant. Google denied wrongdoing.
Rohit Singh, MediaNama, 2026
$95 millionUS dollars
Reuters reported in January 2025 that Apple agreed to pay $95 million in cash to settle a proposed class action claiming Siri violated users' privacy.
Jonathan Stempel, Reuters (via Yahoo Finance), 2025
Yes. In 2019 reporters showed that people working for Apple, Google, Amazon, Microsoft and Facebook listened to some of the voice clips their products recorded. Each company then paused, limited or disclosed the practice. For Apple, human review is now something you opt into, and the only sure way to keep anyone from hearing your audio is to keep it on your own device. This guide sets out the documented timeline, the lawsuits that followed, what the review programs look like now, and what you can check yourself.
In 2019 five major platforms were found to use people to review voice clips
Within a few months of each other in 2019, reporters documented human review at five companies. In some cases, the users whose clips were reviewed had not been told clearly in the product or its terms. The table shows what was found and what each company did in response.
| Company | What reporters found in 2019 | What the company did |
|---|---|---|
| Apple (Siri) | Contractors graded Siri requests, and some graded clips contained private details | Suspended human grading, then added an opt-in |
| Google (Assistant) | Language reviewers heard Assistant audio, and one reviewer leaked Dutch-language clips | Suspended audio reviews across Europe |
| Amazon (Alexa) | Human workers reviewed Alexa recordings | Added an opt-out from manual review |
| Microsoft (Skype Translator, Cortana) | Humans sometimes reviewed Skype Translator and Cortana audio | Updated its privacy statement to say humans sometimes review this content |
| Facebook (Messenger) | Outside contractors transcribed Messenger voice clips | Paused human review of audio |
Apple's program was called grading, a process in which people checked how Siri handled a request. The Guardian reported in July 2019 that Apple contractors regularly hear confidential medical information and drug deals in those clips 1. Apple told the Guardian that less than 1% of daily Siri activations were used for grading 2. That is Apple's own figure, and it shows the share of activations graded, not the number of people who heard them.
Google's review was smaller in scale but more exposed. Google said in July 2019 that language experts review only around 0.2 percent of all audio snippets 3. The same month it said one of its language reviewers had violated its data security policies by leaking confidential Dutch audio data 4.
Amazon's response was an opt-out. It changed Alexa's settings so that users could stop their voice recordings being reviewed manually, a change it made after Bloomberg reported the practice 5. Microsoft's response was also a disclosure. After questions about Skype Translator and Cortana, Microsoft said that "we could do a better job specifying that humans sometimes review this content" 6.
Facebook's review concerned Messenger. The company said it had paused human review of audio more than a week before its statement, and that it would follow Apple and Google in curtailing the practice 7.
Three limits apply to every figure in this section. The reports show what reviewers were able to hear, not how many people heard a given clip. The company statements are self-reported, and the pages I read do not show independent audits. Most of the disclosures date from 2019, so the current picture comes from later policies and settings, which the sections below cover.
Accidental wake-ups mean some recordings were never meant for a company
Reviewers do not only hear the commands you meant to give. A voice assistant that wakes by mistake records whatever comes next, and that clip can reach a person. Researchers call this a false accept, and it is the mechanism behind the Google lawsuit described below. The question of how often it happens is covered in our answer on accidental activation rates.
A 2020 study tested this with TV audio. The team played TV shows to smart speakers and logged every activation that happened without the wake word. Their main finding was that the devices woke often but did not appear to record constantly: "we found no evidence to support this. The devices do wake up frequently, but often for short intervals" 8.
The rates differed by device and by show. A Google Home Mini playing The West Wing "exhibited 0.95 average activations per hour" 9. Across all the shows, the Apple HomePod had 0.38 activations per hour, just behind the Invoke with Cortana and the second-generation Echo Dot 10. Those numbers come from a lab that exposed the speakers to TV audio 8, so a real kitchen or office may produce a different count. The devices tested were from 2019 and 2020 10.
Accidental activation is also the center of the Google lawsuit. The plaintiffs say Google had no right to use conversations for targeted advertising when Assistant misheard speech as a hot word 11. Google has denied wrongdoing 12. Our answer on the Google Assistant lawsuit covers the claims in more detail.
Each company paused or changed its review program within months
Each company acted within months of the reports. Google told the Hamburg data protection authority that it had suspended Assistant audio reviews across all of Europe on July 10, 2019, after learning of the data leak 13. Apple said it had immediately suspended human grading of Siri requests after the reports, and began a review of its practices 14. Facebook said it had paused review more than a week before its August statement 7. Amazon's opt-out took effect on Friday, August 2, 2019 5.
| Date (2019) | Company | Action | Scope |
|---|---|---|---|
| July 10 13 | Suspended Assistant audio reviews | All of Europe | |
| After July 2019 1 | Apple | Suspended human grading of Siri requests | Grading program |
| August 2 5 | Amazon | Opt-out from manual review took effect | Alexa users who opt out |
| Before August 2019 7 | Paused human review of Messenger audio | Messenger voice clips | |
| August 2019 6 | Microsoft | Privacy statement and FAQs updated | Skype Translator and Cortana |
Google, Apple and Facebook each paused or suspended review. Amazon added an opt-out, and Microsoft changed what it told users. The pages I read do not give a count of the clips reviewed before those changes, so the scale of the practice rests mainly on the companies' own statements.
The lawsuits that followed reached settlements years later
Both lawsuits reached settlements, and the reports I read contain no court ruling on whether the practice was lawful. Apple agreed in January 2025 to pay $95 million in cash to settle a proposed class action over Siri recordings 15. In January 2026, Google agreed to pay $68 million to settle a class action that accused it of illegally recording private conversations through Assistant 12. Google denied wrongdoing 12, and the agreement was reported as filed. I could not open a page confirming a final court approval, so check the court docket before you rely on one.
The gap between the two is $27 million 16. A settlement amount is not a finding that either company broke the law, so read the two numbers as the price each company agreed to pay to end a claim.
Human review still exists, and Apple now makes it an opt-in
Human review did not disappear. It moved behind a setting. Apple says the Improve Siri & Dictation setting allows it to store and review a sample of your audio 17. Apple says that for people who opt in, only its own employees, under confidentiality obligations, can access that audio 18. The other half of Apple's 2019 change was that audio would no longer be kept by default. Apple said it would stop retaining audio recordings of Siri interactions unless you opted in to let it learn from them 19.
The 2019 opt-out is the only Alexa review control that the pages I read describe. In March 2025 Amazon also told owners of certain Echo models in the United States that their voice recordings would be sent to and processed in the cloud from March 28, and deleted after Alexa processes the requests 20. That change is about where requests are processed. It is a separate question from who reviews clips, and the pages I read do not say it changed the review opt-out.
I could not open Google's current privacy pages for Assistant or Gemini in the time I had, so I cannot tell you today's Google review rules from a source I checked. Read the Google privacy page yourself before relying on any statement about Google.
To check any company's current position, ask three questions of its documents. Is human review described as opt-in or opt-out? Which staff can reach the audio? And is the audio kept after the request is answered? Apple's documents answer all three in the sources above. For any other company, a vague answer to one of these questions is a reason to look for a clearer one before you rely on the product for sensitive speech.
| Company | Human review today (per pages checked) | Your control |
|---|---|---|
| Apple | Opt-in only; Apple employees only for opted-in audio | Improve Siri & Dictation setting |
| Amazon | Opt-out from manual review, added in 2019 5 | An opt-out from manual review, per 2019 reporting |
| Not verified in this guide | Check Google's current privacy pages | |
| Microsoft | Humans sometimes review this content, per its 2019 statement | Check the current privacy statement |
Transcripts and request history can outlast the audio
Turning off audio sharing does not remove every copy. Apple links Siri and Dictation request history, including transcripts, to a random rotating identifier rather than to your Apple Account, and says it may keep that history for up to two years 21. Apple also says it may review a subset of the transcripts of Siri interactions, and that the small subset it has reviewed may be kept beyond two years 22. A transcript holds the same private words as the audio, so the text can matter as much as the sound.
You can delete the history yourself. On a Mac, Apple's help says you can delete Siri and Dictation request history, both audio recordings and transcripts, if it is less than six months old 23. The six-month limit means older history cannot be removed that way, so check the history regularly rather than once.
Other voice products keep recordings too
Apple is not the only company that keeps recordings. Samsung's US privacy policy says it collects and keeps recordings of your voice on its servers when you turn on the voice command feature and use it 24. Amazon's move of Echo requests to cloud processing, covered above, follows the same pattern of sending audio to a server.
Some of these practices have been challenged in court. A federal class action filed in August 2025 alleges that Otter.ai's Otter Notebook service, by default, does not ask meeting attendees for permission to record 25. An allegation is not a finding, and the report I read does not say the case has been decided.
The clearest contrast is written policy. Anthropic says that in its mobile apps it deletes the audio recording after converting speech to text, and does not keep a copy of the speech or use it for training 26. A company that states, in its own help text, that it deletes audio after transcription is making a narrower and easier to check claim than one that says it may review data.
The only guarantee that no one hears you is keeping audio off the server
Every review program depends on the audio reaching a company's servers. If the recognition runs on your device and the audio never leaves it, no contractor, employee or reviewer can hear it, because there is no copy to hear. That is the design behind on-device speech recognition. Apple's own description of its server path shows the same logic: dictation sent to Apple's servers is not stored unless you opt in to Improve Siri and Dictation 27.
For Mac dictation, you can check and change the setting yourself. The steps below follow the current System Settings layout; older versions of macOS used System Preferences with different pane names.
- Open System Settings.
- Click Privacy & Security, then Analytics & Improvements.
- Turn off Improve Siri & Dictation, the setting that shares audio recordings 28.
If you use cloud dictation at all, check whether it sends audio to a server, and whether the company keeps a copy. Yap, which we make, is an on-device dictation app for Mac and Windows, so its recognition runs on your computer rather than on a review server. For the full subject, see our voice privacy overview. For the controls on each platform, read our guides on Apple dictation privacy and Windows dictation privacy. Our general guide to whether voice to text is safe covers how to choose a tool, and the guide to voice data retention explains what each company keeps after you finish.
For a question you want answered directly, see whether your phone is listening to you for ads, and whether Apple contractors listened to Siri recordings. For the practical side of keeping audio off a server, see offline dictation on Mac. Whether a company trains models on your recordings is a separate question, covered in our guide on whether dictation apps train AI on your voice.
Evidence
Every number on this page, with where it comes from. Open a fact to see the exact words in its source.
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- 8.In a 2020 study of smart speakers exposed to TV audio, the authors found no evidence that the devices constantly record conversations. They did find that the devices wake up frequently, usually for short intervals.
Daniel J. Dubois et al., Proceedings on Privacy Enhancing Technologies (PETS 2020), 2020 · Original
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- 10.Across all the TV shows tested in the 2020 study, the Apple HomePod averaged 0.38 activations per hour without the wake word. That was just behind the Invoke with Cortana and the second-generation Echo Dot, which averaged 0.40.
Daniel J. Dubois et al., Proceedings on Privacy Enhancing Technologies (PETS 2020), 2020 · Original
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Questions about this
- Did Apple contractors listen to Siri recordings?Yes. In July 2019 the Guardian reported that Apple contractors regularly heard confidential details in Siri recordings, and Apple said it suspended human grading of Siri requests. Apple later agreed to pay $95 million to settle a privacy class action, and human review now requires you to opt in.
- How often do voice assistants activate by accident?In a 2020 study that played TV shows to smart speakers, a Google Home Mini averaged 0.95 activations per hour without the wake word while playing one show, and the Apple HomePod averaged 0.38 across all the shows. Real homes will differ, so there is no single daily count, and the rate depends on the device and on what it hears.
- Is my phone listening to me for ads?No reliable evidence shows that a phone or smart speaker records everyday conversation and sells what it hears to advertisers. The documented cases are a company that falsely claimed it could do this, Meta's disclosed use of AI chats to personalize ads, and accidental wake-ups that record speech by mistake.
- What was the Google Assistant recording lawsuit about?It was a class action that said Google Assistant recorded private conversations after waking by mistake, and that Google used those recordings for targeted advertising. Google denied wrongdoing and agreed in January 2026 to pay $68 million to settle.
More in Voice privacy and security
- Speech to Text Privacy: Where Your Voice GoesThe overview of this topic
- Is Voice to Text Safe? How to Dictate Privately
- Voice Data Retention: What Apple, Google and Microsoft Keep
- Is Whisper AI Safe? Privacy and Security Explained
- Is Dictation HIPAA Compliant? What Makes It Safe
- Is Your Voice Biometric Data? GDPR, BIPA and CCPA
- Do Dictation Apps Train AI on Your Voice?
- Recording Consent Laws: One-Party vs All-Party States
- Dictation App Permissions: Mic, Full Access, Clipboard
- Voice Cloning and Deepfakes: Risks and Protection
- Dictation for Lawyers: Privilege and Confidentiality
- Dictation at Work: Enterprise and Government Policies
Referenced by
- Speech to Text Privacy: Where Your Voice GoesTopic
- Is Voice to Text Safe? How to Dictate PrivatelyGuide
- Voice Data Retention: What Apple, Google and Microsoft KeepGuide
- Is Your Voice Biometric Data? GDPR, BIPA and CCPAGuide
- Legal Dictation Software for Lawyers and Law FirmsGuide
- Voice Assistants vs Dictation: Siri, Alexa, GeminiGuide
- Do Dictation Apps Train AI on Your Voice?Guide
- Recording Consent Laws: One-Party vs All-Party StatesGuide
- Is Apple Dictation Private? What Apple KeepsGuide
- Voice Cloning and Deepfakes: Risks and ProtectionGuide
- Dictation for Journalists and Content CreatorsGuide
- Dictation at Work: Enterprise and Government PoliciesGuide
- Can your stored voice recordings be used to clone your voice?Question
- Did Apple contractors listen to Siri recordings?Question
- Does Apple keep recordings of what you dictate?Question
- How often do voice assistants activate by accident?Question
- Is my phone listening to me for ads?Question
- Is voice to text GDPR compliant?Question
- What is the best voice commands assistant app?Question
- What was the Google Assistant recording lawsuit about?Question
- Which is the smartest AI voice assistant?Question
- False accept (accidental activation)Glossary