Speech service encryption of data at rest
Speech Service automatically encrypts your data when it is persisted it to the cloud. Speech service encryption protects your data and to help you to meet your organizational security and compliance commitments.
About Cognitive Services encryption
Data is encrypted and decrypted using FIPS 140-2 compliant 256-bit AES encryption. Encryption and decryption are transparent, meaning encryption and access are managed for you. Your data is secure by default and you don't need to modify your code or applications to take advantage of encryption.
About encryption key management
When you use Custom Speech and Custom Voice, Speech service may store following data in the cloud:
- Speech trace data - only if your turn the trace on for your custom endpoint
- Uploaded training and test data
By default, your data are stored in Microsoft's storage and your subscription uses Microsoft-managed encryption keys. You also have an option to prepare your own storage account. Access to the store is managed by the Managed Identity, and Speech service cannot directly access to your own data, such as speech trace data, customization training data and custom models.
For more information about Managed Identity, see What are managed identities.
In the meantime, when you use Custom Command, you can manage your subscription with your own encryption keys. Customer-managed keys (CMK), also known as bring your own key (BYOK), offer greater flexibility to create, rotate, disable, and revoke access controls. You can also audit the encryption keys used to protect your data. For more information about Custom Command and CMK, see Custom Commands encryption of data at rest.
Bring your own storage (BYOS) for customization and logging
To request access to bring your own storage, fill out and submit the Speech service - bring your own storage (BYOS) request form. Once approved, you'll need to create your own storage account to store the data required for customization and logging. When adding a storage account, the Speech service resource will enable a system assigned managed identity.
The user account you use to create a Speech resource with BYOS functionality enabled should be assigned the Owner role at the Azure subscription scope. Otherwise you will get an authorization error during the resource provisioning.
After the system assigned managed identity is enabled, this resource will be registered with Azure Active Directory (AAD). After being registered, the managed identity will be given access to the storage account. For more about managed identities, see What are managed identities.
If you disable system assigned managed identities, access to the storage account will be removed. This will cause the parts of the Speech service that require access to the storage account to stop working.
The Speech service doesn't currently support Customer Lockbox. However, customer data can be stored using BYOS, allowing you to achieve similar data controls to Customer Lockbox. Keep in mind that Speech service data stays and is processed in the region where the Speech resource was created. This applies to any data at rest and data in transit. When using customization features, like Custom Speech and Custom Voice, all customer data is transferred, stored, and processed in the same region where your BYOS (if used) and Speech service resource reside.
Microsoft does not use customer data to improve its Speech models. Additionally, if endpoint logging is disabled and no customizations are used, then no customer data is stored.