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Copy file name to clipboardExpand all lines: articles/cognitive-services/QnAMaker/whats-new.md
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Learn what's new with QnA Maker.
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### November 2021
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*[Question answering](../language-service/question-answering/overview.md) is now [generally available](https://techcommunity.microsoft.com/t5/ai-cognitive-services-blog/question-answering-feature-is-generally-available/ba-p/2899497) as a feature within [Azure Cognitive Service for Language](https://ms.portal.azure.com/?quickstart=true#create/Microsoft.CognitiveServicesTextAnalytics).
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*[Question answering](../language-service/question-answering/overview.md) is now [generally available](https://techcommunity.microsoft.com/t5/ai-cognitive-services-blog/question-answering-feature-is-generally-available/ba-p/2899497) as a feature within [Azure Cognitive Service for Language](https://portal.azure.com/?quickstart=true#create/Microsoft.CognitiveServicesTextAnalytics).
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* Question answering is powered by **state-of-the-art transformer models** and [Turing](https://turing.microsoft.com/) Natural Language models.
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* The erstwhile QnA Maker product will be [retired](https://azure.microsoft.com/updates/azure-qna-maker-will-be-retired-on-31-march-2025/) on 31st March 2025, and no new QnA Maker resources will be created beginning 1st October 2022.
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* All existing QnA Maker customers are strongly advised to [migrate](../language-service/question-answering/how-to/migrate-qnamaker.md) their QnA Maker knowledge bases to Question answering as soon as possible to continue experiencing the best of QnA capabilities offered by Azure.
Copy file name to clipboardExpand all lines: articles/cognitive-services/Speech-Service/custom-speech-overview.md
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Here's more information about the sequence of steps shown in the previous diagram:
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1.[Create a project](how-to-custom-speech-create-project.md) and choose a model. Use a <ahref="https://ms.portal.azure.com/#create/Microsoft.CognitiveServicesSpeechServices"title="Create a Speech resource"target="_blank">Speech resource</a> that you create in the Azure portal.
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1.[Create a project](how-to-custom-speech-create-project.md) and choose a model. Use a <ahref="https://portal.azure.com/#create/Microsoft.CognitiveServicesSpeechServices"title="Create a Speech resource"target="_blank">Speech resource</a> that you create in the Azure portal.
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1.[Upload test data](./how-to-custom-speech-upload-data.md). Upload test data to evaluate the Microsoft speech-to-text offering for your applications, tools, and products.
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1.[Test recognition quality](how-to-custom-speech-inspect-data.md). Use the [Speech Studio](https://aka.ms/speechstudio/customspeech) to play back uploaded audio and inspect the speech recognition quality of your test data.
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1.[Test model quantitatively](how-to-custom-speech-evaluate-data.md). Evaluate and improve the accuracy of the speech-to-text model. The Speech service provides a quantitative word error rate (WER), which you can use to determine if additional training is required.
Copy file name to clipboardExpand all lines: articles/cognitive-services/Speech-Service/includes/common/azure-prerequisites-luis.md
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> [!div class="checklist"]
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> * Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services)
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> * <ahref="https://ms.portal.azure.com/#create/Microsoft.CognitiveServicesTextAnalytics"title="Create a Language resource"target="_blank">Create a Language resource</a> in the Azure portal. You can use the free pricing tier (`F0`) to try the service, and upgrade later to a paid tier for production. You won't need a Speech resource this time.
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> * <ahref="https://portal.azure.com/#create/Microsoft.CognitiveServicesTextAnalytics"title="Create a Language resource"target="_blank">Create a Language resource</a> in the Azure portal. You can use the free pricing tier (`F0`) to try the service, and upgrade later to a paid tier for production. You won't need a Speech resource this time.
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> * Get the resource key and region. After your Language resource is deployed, select **Go to resource** to view and manage keys. For more information about Cognitive Services resources, see [Get the keys for your resource](~/articles/cognitive-services/cognitive-services-apis-create-account.md#get-the-keys-for-your-resource).
Copy file name to clipboardExpand all lines: articles/cognitive-services/Speech-Service/includes/common/azure-prerequisites.md
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> [!div class="checklist"]
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> * Azure subscription - [Create one for free](https://azure.microsoft.com/free/cognitive-services)
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> * <ahref="https://ms.portal.azure.com/#create/Microsoft.CognitiveServicesSpeechServices"title="Create a Speech resource"target="_blank">Create a Speech resource</a> in the Azure portal.
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> * <ahref="https://portal.azure.com/#create/Microsoft.CognitiveServicesSpeechServices"title="Create a Speech resource"target="_blank">Create a Speech resource</a> in the Azure portal.
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> * Get the resource key and region. After your Speech resource is deployed, select **Go to resource** to view and manage keys. For more information about Cognitive Services resources, see [Get the keys for your resource](~/articles/cognitive-services/cognitive-services-apis-create-account.md#get-the-keys-for-your-resource).
Copy file name to clipboardExpand all lines: articles/cognitive-services/Translator/document-translation/create-sas-tokens.md
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* 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/).
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* A [Translator](https://ms.portal.azure.com/#create/Microsoft.CognitiveServicesTextTranslation) resource.
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* A [Translator](https://portal.azure.com/#create/Microsoft.CognitiveServicesTextTranslation) resource.
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* A **standard performance**[Azure Blob Storage account](https://portal.azure.com/#create/Microsoft.StorageAccount-ARM). You'll create containers to store and organize your files within your storage account. If you don't know how to create an Azure storage account with a storage container, follow these quickstarts:
Copy file name to clipboardExpand all lines: articles/cognitive-services/cognitive-services-apis-create-account.md
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***Speech** - Speech
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***Vision** - Computer Vision, Custom Vision, Face
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1. You can select this link to create an Azure Cognitive multi-service resource: [Create a Cognitive Services resource](https://ms.portal.azure.com/#create/Microsoft.CognitiveServicesAllInOne).
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1. You can select this link to create an Azure Cognitive multi-service resource: [Create a Cognitive Services resource](https://portal.azure.com/#create/Microsoft.CognitiveServicesAllInOne).
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1. On the **Create** page, provide the following information:
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### [Decision](#tab/decision)
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1. You can select one of these links to create a Decision resource:
1. On the **Create** page, provide the following information:
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### [Speech](#tab/speech)
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1. You can select this link to create a Speech resource: [Speech Services](https://ms.portal.azure.com/#create/Microsoft.CognitiveServicesSpeechServices)
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1. You can select this link to create a Speech resource: [Speech Services](https://portal.azure.com/#create/Microsoft.CognitiveServicesSpeechServices)
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1. On the **Create** page, provide the following information:
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### [Vision](#tab/vision)
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1. You can select one of these links to create a Vision resource:
1. On the **Create** page, provide the following information:
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1. From the quickstart pane that opens, you can access the resource endpoint and manage keys.
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<!--
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1. If you missed the previous steps or need to find your resource later, go to the [Azure services](https://ms.portal.azure.com/#home) home page. From here you can view recent resources, select **My resources**, or use the search box to find your resource by name.
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1. If you missed the previous steps or need to find your resource later, go to the [Azure services](https://portal.azure.com/#home) home page. From here you can view recent resources, select **My resources**, or use the search box to find your resource by name.
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:::image type="content" source="media/cognitive-services-apis-create-account/home-my-resources.png" alt-text="Find resource keys from home screen":::
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