Merge branch 'MicrosoftDocs:main' into main

Author: nzthiago

articles/ai-services/document-intelligence/containers/image-tags.md

@@ -65,7 +65,6 @@ The following containers support DocumentIntelligence v3.1 models and features:
 
 | Container name |image |
 |---|---|
-|[**Document Intelligence Studio**](https://mcr.microsoft.com/product/azure-cognitive-services/form-recognizer/studio/tags)| `mcr.microsoft.com/azure-cognitive-services/form-recognizer/studio:latest`|
 | [**Read 3.1**](https://mcr.microsoft.com/product/azure-cognitive-services/form-recognizer/read-3.1/tags) |`mcr.microsoft.com/azure-cognitive-services/form-recognizer/read-3.1:latest`|
 | [**Layout 3.1**](https://mcr.microsoft.com/en-us/product/azure-cognitive-services/form-recognizer/layout-3.1/tags) |`mcr.microsoft.com/azure-cognitive-services/form-recognizer/layout-3.1:latest`|
 | [**Invoice 3.1**](https://mcr.microsoft.com/product/azure-cognitive-services/form-recognizer/invoice-3.1/tags) |`mcr.microsoft.com/azure-cognitive-services/form-recognizer/invoice-3.1:latest`|

articles/ai-services/document-intelligence/containers/install-run.md

@@ -42,8 +42,6 @@ In this article you learn how to download, install, and run Document Intelligenc
 
 * **Read**, **Layout**, **General Document**, **Business Card**, and **Custom** models are supported by Document Intelligence v3.0 containers.
 
-* **Business Card** model is currently only supported in the [v2.1 containers](install-run.md?view=doc-intel-2.1.0&preserve-view=true).
-
 ## Prerequisites
 
 To get started, you need an active [**Azure account**](https://azure.microsoft.com/free/cognitive-services/). If you don't have one, you can [**create a free account**](https://azure.microsoft.com/free/).
@@ -576,7 +574,7 @@ services:
 
  ```
 
-The custom template container can use Azure Storage queues or in memory queues. The `Storage:ObjectStore:AzureBlob:ConnectionString` and `queue:azure:connectionstring` environment variables only need to be set if you're using Azure Storage queues. When running locally, delete these variables.
+The custom template container and Layout container can use Azure Storage queues or in memory queues. The `Storage:ObjectStore:AzureBlob:ConnectionString` and `queue:azure:connectionstring` environment variables only need to be set if you're using Azure Storage queues. When running locally, delete these variables.
 
 ### Ensure the service is running
 
@@ -610,7 +608,7 @@ Custom template containers require a few different configurations and support ot
 
 * Gather a set of at least five forms of the same type. You use this data to train the model and test a form. You can use a [sample data set](https://go.microsoft.com/fwlink/?linkid=2090451) (download and extract _sample_data.zip_).
 
-* Once you can confirm that the containers are running, open a browser and navigate to the endpoint where you have the containers deployed. If this deployment is your local machine, the endpoint is `[http://localhost:5000](http://localhost:5000)`.
+* Once you can confirm that the containers are running, open a browser and navigate to the endpoint where you have the containers deployed. If this deployment is your local machine, the endpoint is `[http://localhost:5001](http://localhost:5001)`.
 * Select the custom extraction model tile.
 * Select the `Create project` option.
 * Provide a project name and optionally a description

articles/ai-services/speech-service/includes/how-to/translate-speech/csharp.md

@@ -405,6 +405,27 @@ var translationRecognizer = new TranslationRecognizer(speechTranslationConfig, a
 
 For a complete code sample with the Speech SDK, see [speech translation samples on GitHub](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/samples/csharp/sharedcontent/console/translation_samples.cs#L472).
 
+## Using custom translation in speech translation
+The custom translation feature in speech translation seamlessly integrates with the Azure Custom Translation service, allowing you to achieve more accurate and tailored translations. As the integration directly harnesses the capabilities of the Azure custom translation service, you need to use a multi-service resource to ensure the correct functioning of the complete set of features. For detailed instructions, please consult the guide on [Create a multi-service resource for Azure AI services](/azure/ai-services/multi-service-resource?tabs=windows&pivots=azportal).
+
+Additionally, for offline training of a custom translator and obtaining a "Category ID," please refer to the step-by-step script provided in the [Quickstart: Build, deploy, and use a custom model - Custom Translator](/azure/ai-services/translator/custom-translator/quickstart).
+
+```csharp
+// Creates an instance of a translation recognizer using speech translation configuration
+// You should use the same subscription key, which you used to generate the custom model before.
+// V2 endpoint is required for the “Custom Translation” feature. Example: "wss://westcentralus.stt.speech.microsoft.com/speech/universal/v2"
+
+try (SpeechTranslationConfig config = SpeechTranslationConfig.fromEndpoint(URI.create(endpointUrl), speechSubscriptionKey)) {
+
+            // Sets source and target language(s).
+           ….
+
+            // Set the category id
+            config.setCustomModelCategoryId("yourCategoryId");
+
+       ….
+}
+```
 
 [speechtranslationconfig]: /dotnet/api/microsoft.cognitiveservices.speech.speechtranslationconfig
 [audioconfig]: /dotnet/api/microsoft.cognitiveservices.speech.audio.audioconfig

articles/aks/csi-migrate-in-tree-volumes.md

@@ -515,7 +515,7 @@ Migration from in-tree to CSI is supported by creating a static volume:
 - Protect your newly migrated CSI Driver based PVs by [backing them up using Azure Backup for AKS](../backup/azure-kubernetes-service-cluster-backup.md).
 <!-- LINKS - internal -->
 [install-azure-cli]: /cli/azure/install-azure-cli
-[aks-rbac-cluster-admin-role]: manage-azure-rbac.md#create-role-assignments-for-users-to-access-the-cluster
+[aks-rbac-cluster-admin-role]: manage-azure-rbac.md#create-role-assignments-for-cluster-access
 [azure-resource-locks]: ../azure-resource-manager/management/lock-resources.md
 [csi-driver-overview]: csi-storage-drivers.md
 [aks-storage-backups-best-practices]: operator-best-practices-storage.md