Merge branch 'MicrosoftDocs:main' into main

Author: opensourcevk

articles/active-directory-b2c/TOC.yml

@@ -535,8 +535,10 @@
             href: partner-nevis.md
           - name: Nok Nok
             href: partner-nok-nok.md
-          - name: Transmit Security
+          - name: Transmit Security for passwordless
             href: partner-bindid.md
+          - name: Transmit Security for risk detection
+            href: partner-transmit-security.md
           - name: Trusona
             href: partner-trusona.md
           - name: Twilio

articles/active-directory-b2c/media/partner-transmit-security/transmit-security-integration-diagram.png

@@ -4,7 +4,7 @@ titleSuffix: Azure OpenAI
 description: Learn about the different model capabilities that are available with Azure OpenAI.
 ms.service: azure-ai-openai
 ms.topic: conceptual
-ms.date: 04/24/2024
+ms.date: 05/13/2024
 ms.custom: references_regions, build-2023, build-2023-dataai, refefences_regions
 manager: nitinme
 author: mrbullwinkle #ChrisHMSFT
@@ -18,15 +18,33 @@ Azure OpenAI Service is powered by a diverse set of models with different capabi
 
 | Models | Description |
 |--|--|
-| [GPT-4 Turbo **NEW**](#gpt-4-turbo) | The latest most capable Azure OpenAI models with multimodal versions, which can accept both text and images as input. |
+| [GPT-4o & GPT-4 Turbo **NEW**](#gpt-4o-and-gpt-4-turbo) | The latest most capable Azure OpenAI models with multimodal versions, which can accept both text and images as input. |
 | [GPT-4](#gpt-4) | A set of models that improve on GPT-3.5 and can understand and generate natural language and code. |
 | [GPT-3.5](#gpt-35) | A set of models that improve on GPT-3 and can understand and generate natural language and code. |
 | [Embeddings](#embeddings-models) | A set of models that can convert text into numerical vector form to facilitate text similarity. |
 | [DALL-E](#dall-e-models) | A series of models that can generate original images from natural language. |
 | [Whisper](#whisper-models) | A series of models in preview that can transcribe and translate speech to text. |
 | [Text to speech](#text-to-speech-models-preview) (Preview) | A series of models in preview that can synthesize text to speech. |
 
-## GPT-4 Turbo
+## GPT-4o and GPT-4 Turbo
+
+GPT-4o is the latest preview model from OpenAI. GPT-4o integrates text and images in a single model, enabling it to handle multiple data types simultaneously. This multimodal approach enhances accuracy and responsiveness in human-computer interactions. GPT-4o matches GPT-4 Turbo in English text and coding tasks while offering superior performance in non-English languages and vision tasks, setting new benchmarks for AI capabilities.
+
+### Early access playground
+
+Existing Azure OpenAI customers can test out GPT-4o in the **NEW** Azure OpenAI Studio Early Access Playground (Preview).  
+
+To test the latest model:
+
+> [!NOTE]
+> The GPT-4o early access playground is currently only available for resources in **West US3** and **East US**, and is limited to 10 requests every five minutes. Azure OpenAI service abuse monitoring is enabled for all early access playground users even if approved for modification; default content filters are enabled and cannot be modified. GPT-4o is a preview model and is currently not available for deployment/direct API access.
+
+1. Navigate to Azure OpenAI Studio at https://oai.azure.com/ and sign-in with credentials that have access to your OpenAI resources.
+2. Select an Azure OpenAI resource in the **West US3** or **East US** regions. If you don't have a resource in one of these regions you will need to [create a resource](../how-to/create-resource.md).
+3. From the main [Azure OpenAI Studio](https://oai.azure.com/) page select the **Early Access Playground (Preview)** button from under the **Get started** section. (This button will only be available when a resource in **West US3** or **East US** is selected.)
+4. Now you can start asking the model questions just as you would before in the existing [chat playground](../chatgpt-quickstart.md).
+
+### GPT-4 Turbo
 
 GPT-4 Turbo is a large multimodal model (accepting text or image inputs and generating text) that can solve difficult problems with greater accuracy than any of OpenAI's previous models. Like GPT-3.5 Turbo, and older GPT-4 models GPT-4 Turbo is optimized for chat and works well for traditional completions tasks.
 
@@ -50,7 +68,8 @@ See [model versions](../concepts/model-versions.md) to learn about how Azure Ope
 
 |  Model ID  | Description | Max Request (tokens) | Training Data (up to)  |
 |  --- |  :--- |:--- |:---: |
-| `gpt-4` (turbo-2024-04-09) <br>**GPT-4 Turbo with Vision** | **Latest GA model** <br> - Replacement for all GPT-4 preview models (`vision-preview`, `1106-Preview`, `0125-Preview`). <br> - [**Feature availability**](#gpt-4-turbo) is currently different depending on method of input, and deployment type. <br> - Does **not support** enhancements. | Input: 128,000  <br> Output: 4,096  | Dec 2023 |
+|`gpt-4o` (2024-05-13) <br> **GPT-4o (Omni) Preview** | **Latest preview model** <br> - Text, image processing <br> - Enhanced accuracy and responsiveness <br> - Parity with English text and coding tasks compared to GPT-4 Turbo with Vision <br> - Superior performance in non-English languages and in vision tasks <br> - [Currently only available via early access playground](#early-access-playground) <br> - Currently no deployment/API access|Input: 128,000  <br> Output: 4,096| Dec 2023 |
+| `gpt-4` (turbo-2024-04-09) <br>**GPT-4 Turbo with Vision** | **Latest GA model** <br> - Replacement for all GPT-4 preview models (`vision-preview`, `1106-Preview`, `0125-Preview`). <br> - [**Feature availability**](#gpt-4o-and-gpt-4-turbo) is currently different depending on method of input, and deployment type. <br> - Does **not support** enhancements. | Input: 128,000  <br> Output: 4,096  | Dec 2023 |
 | `gpt-4` (0125-Preview)*<br>**GPT-4 Turbo Preview** | **Preview Model** <br> -Replaces 1106-Preview <br>- Better code generation performance <br> - Reduces cases where the model doesn't complete a task <br> - JSON Mode <br> - parallel function calling <br> - reproducible output (preview) | Input: 128,000  <br> Output: 4,096           | Dec 2023         |
 | `gpt-4` (vision-preview)<br>**GPT-4 Turbo with Vision Preview**  | **Preview model** <br> - Accepts text and image input. <br> - Supports enhancements <br> - JSON Mode <br> - parallel function calling <br> - reproducible output (preview) | Input: 128,000  <br> Output: 4,096              | Apr 2023       |
 | `gpt-4` (1106-Preview)<br>**GPT-4 Turbo Preview** | **Preview Model** <br> - JSON Mode <br> - parallel function calling <br> - reproducible output (preview) | Input: 128,000  <br> Output: 4,096 | Apr 2023         |

articles/active-directory-b2c/partner-transmit-security.md

@@ -21,8 +21,8 @@ Along with Azure OpenAI Studio, APIs and SDKs, you can also use the available st
 ## Important considerations
 
 - Publishing creates an Azure App Service in your subscription. It might incur costs depending on the [pricing plan](https://azure.microsoft.com/pricing/details/app-service/windows/) you select. When you're done with your app, you can delete it from the Azure portal.
-- By default, the app will be deployed with the Microsoft identity provider already configured, restricting access to the app to members of your Azure tenant. To add or modify authentication:
 - gpt-4 vision-preview models are not supported.
+- By default, the app will be deployed with the Microsoft identity provider already configured, restricting access to the app to members of your Azure tenant. To add or modify authentication:
     1. Go to the [Azure portal](https://portal.azure.com/#home) and search for the app name you specified during publishing. Select the web app, and go to the **Authentication** tab on the left navigation menu. Then select **Add an identity provider**. 
 
         :::image type="content" source="../media/quickstarts/web-app-authentication.png" alt-text="Screenshot of the authentication page in the Azure portal." lightbox="../media/quickstarts/web-app-authentication.png":::

articles/ai-services/openai/concepts/models.md

@@ -10,7 +10,7 @@ ms.custom:
   - ignite-2023
   - references_regions
 ms.topic: whats-new
-ms.date: 05/01/2024
+ms.date: 05/13/2024
 recommendations: false
 ---
 
@@ -20,6 +20,15 @@ This article provides a summary of the latest releases and major documentation u
 
 ## May 2024
 
+### GPT-4o preview model available for early access
+
+GPT-4o ("o is for "omni") is the latest preview model from OpenAI launched on May 13, 2024.
+
+- GPT-4o integrates text, and images in a single model, enabling it to handle multiple data types simultaneously. This multimodal approach enhances accuracy and responsiveness in human-computer interactions.
+- GPT-4o matches GPT-4 Turbo in English text and coding tasks while offering superior performance in non-English languages and in vision tasks, setting new benchmarks for AI capabilities.
+
+To start testing out the model today, see the [**Azure OpenAI Studio early access playground**](./concepts/models.md#early-access-playground).
+
 ### GPT-4 Turbo model general availability (GA)
 
 [!INCLUDE [GPT-4 Turbo](./includes/gpt-4-turbo.md)]

articles/ai-services/openai/how-to/use-web-app.md

@@ -188,7 +188,7 @@ This table lists some of the key configuration parameters for pronunciation asse
 | `ReferenceText` | The text that the pronunciation is evaluated against.<br/><br/>The `ReferenceText` parameter is optional. Set the reference text if you want to run a [scripted assessment](#scripted-assessment-results) for the reading language learning scenario. Don't set the reference text if you want to run an [unscripted assessment](#unscripted-assessment-results).<br/><br/>For pricing differences between scripted and unscripted assessment, see [Pricing](./pronunciation-assessment-tool.md#pricing). |
 | `GradingSystem` | The point system for score calibration. `FivePoint` gives a 0-5 floating point score. `HundredMark` gives a 0-100 floating point score. Default: `FivePoint`. |
 | `Granularity` | Determines the lowest level of evaluation granularity. Returns scores for levels greater than or equal to the minimal value. Accepted values are `Phoneme`, which shows the score on the full text, word, syllable, and phoneme level, `Word`, which shows the score on the full text and word level, or `FullText`, which shows the score on the full text level only. The provided full reference text can be a word, sentence, or paragraph. It depends on your input reference text. Default: `Phoneme`.|
-| `EnableMiscue` | Enables miscue calculation when the pronounced words are compared to the reference text. Enabling miscue is optional. If this value is `True`, the `ErrorType` result value can be set to `Omission` or `Insertion` based on the comparison. Values are `False` and `True`. Default: `False`. To enable miscue calculation, set the `EnableMiscue` to `True`. You can refer to the code snippet below the table. |
+| `EnableMiscue` | Enables miscue calculation when the pronounced words are compared to the reference text. Enabling miscue is optional. If this value is `True`, the `ErrorType` result value can be set to `Omission` or `Insertion` based on the comparison. Values are `False` and `True`. Default: `False`. To enable miscue calculation, set the `EnableMiscue` to `True`. You can refer to the code snippet above the table. |
 | `ScenarioId` | A GUID for a customized point system. |
 
 ### Configuration methods
@@ -385,7 +385,7 @@ This table lists some of the key pronunciation assessment results for the script
 | `FluencyScore` | Fluency of the given speech. Fluency indicates how closely the speech matches a native speaker's use of silent breaks between words. | Full Text level |
 | `CompletenessScore` | Completeness of the speech, calculated by the ratio of pronounced words to the input reference text. |Full Text level|
 | `ProsodyScore` | Prosody of the given speech. Prosody indicates how natural the given speech is, including stress, intonation, speaking speed, and rhythm. | Full Text level|
-| `PronScore` | Overall score of the pronunciation quality of the given speech. `PronScore` is aggregated from `AccuracyScore`, `FluencyScore`, and `CompletenessScore` with weight. |Full Text level|
+| `PronScore` | Overall score of the pronunciation quality of the given speech. `PronScore` is calculated from `AccuracyScore`, `FluencyScore`, `CompletenessScore`, and `ProsodyScore` with weight, provided that `ProsodyScore` and `CompletenessScore` are available. If either of them isn't available, `PronScore` won't consider that score.|Full Text level|
 | `ErrorType` | This value indicates the error type compared to the reference text. Options include whether a word is omitted, inserted, or improperly inserted with a break. It also indicates a missing break at punctuation. It also indicates whether a word is badly pronounced, or monotonically rising, falling, or flat on the utterance. Possible values are `None` for no error on this word, `Omission`, `Insertion`, `Mispronunciation`, `UnexpectedBreak`, `MissingBreak`, and `Monotone`. The error type can be `Mispronunciation` when the pronunciation `AccuracyScore` for a word is below 60.| Word level|
 
 #### Unscripted assessment results
@@ -405,7 +405,7 @@ This table lists some of the key pronunciation assessment results for the unscri
 | `VocabularyScore`  | Proficiency in lexical usage. It evaluates the speaker's effective usage of words and their appropriateness within the given context to express ideas accurately, and the level of lexical complexity. | Full Text level |
 | `GrammarScore`     | Correctness in using grammar and variety of sentence patterns. Lexical accuracy, grammatical accuracy, and diversity of sentence structures jointly elevate grammatical errors. | Full Text level|
 | `TopicScore`       | Level of understanding and engagement with the topic, which provides insights into the speaker’s ability to express their thoughts and ideas effectively and the ability to engage with the topic. | Full Text level|
-| `PronScore`        | Overall score of the pronunciation quality of the given speech. This value is aggregated from `AccuracyScore`, `FluencyScore`, and `CompletenessScore` with weight. | Full Text level |
+| `PronScore`        | Overall score of the pronunciation quality of the given speech. `PronScore` is calculated from `AccuracyScore`, `FluencyScore`, and `ProsodyScore` with weight, provided that `ProsodyScore` is available. If `ProsodyScore` isn't available, `PronScore` won't consider that score.| Full Text level |
 | `ErrorType`        | A word is badly pronounced, improperly inserted with a break, or missing a break at punctuation. It also indicates whether a pronunciation is monotonically rising, falling, or flat on the utterance. Possible values are `None` for no error on this word, `Mispronunciation`, `UnexpectedBreak`, `MissingBreak`, and `Monotone`. | Word level |
 
 The following table describes the prosody assessment results in more detail:

articles/ai-services/openai/whats-new.md

@@ -256,7 +256,7 @@ To copy your custom neural voice model to another project:
 
    :::image type="content" source="../../../../media/custom-voice/cnv-model-copy.png" alt-text="Screenshot of the copy to project option.":::
 
-1. Select the **Region**, **Speech resource**, and **Project** where you want to copy the model. You must have a speech resource and project in the target region, otherwise you need to create them first.
+1. Select the **Subscription**, **Region**, **Speech resource**, and **Project** where you want to copy the model. You must have a speech resource and project in the target region, otherwise you need to create them first.
 
     :::image type="content" source="../../../../media/custom-voice/cnv-model-copy-dialog.png" alt-text="Screenshot of the copy voice model dialog.":::