fix include file etc

Author: eric-urban

articles/cognitive-services/Speech-Service/includes/containers-cstt-common-run.md

@@ -14,10 +14,10 @@ The following table represents the various `docker run` parameters and their cor
 |---------|---------|
 | `{VOLUME_MOUNT}` | The host computer [volume mount](https://docs.docker.com/storage/volumes/), which Docker uses to persist the custom model. An example is `c:\CustomSpeech` where the `c:\` drive is located on the host machine. |
 | `{MODEL_ID}` | The custom speech or base model ID. For more information, see [Get the model ID](#get-the-model-id). |
-| `{ENDPOINT_URI}` | The endpoint is required for metering and billing. For more information, see [billing arguments](speech-container-howto.md#billing-arguments). |
-| `{API_KEY}` | The API key is required. For more information, see [billing arguments](speech-container-howto.md#billing-arguments). |
+| `{ENDPOINT_URI}` | The endpoint is required for metering and billing. For more information, see [billing arguments](../speech-container-howto.md#billing-arguments). |
+| `{API_KEY}` | The API key is required. For more information, see [billing arguments](../speech-container-howto.md#billing-arguments). |
 
-When you run the custom speech-to-text container, configure the port, memory, and CPU according to the custom speech-to-text container [requirements and recommendations](speech-container-howto.md#container-requirements-and-recommendations).
+When you run the custom speech-to-text container, configure the port, memory, and CPU according to the custom speech-to-text container [requirements and recommendations](../speech-container-howto.md#container-requirements-and-recommendations).
 
 Here's an example `docker run` command with placeholder values. You must specify the `VOLUME_MOUNT`, `MODEL_ID`, `ENDPOINT_URI`, and `API_KEY` values:
 
@@ -41,4 +41,4 @@ This command:
 * If the custom model was previously downloaded, the `ModelId` is ignored.
 * Automatically removes the container after it exits. The container image is still available on the host computer.
 
-For more information about `docker run` with Speech containers, see [Install and run Speech containers with Docker](speech-container-howto.md#run-the-container).
+For more information about `docker run` with Speech containers, see [Install and run Speech containers with Docker](../speech-container-howto.md#run-the-container).

articles/cognitive-services/Speech-Service/includes/containers-speech-config-ws.md

@@ -14,13 +14,13 @@ Speech containers provide websocket-based query endpoint APIs that are accessed
 > When you use the Speech service with containers, be sure to use host authentication. If you configure the key and region, requests will go to the public Speech service. Results from the Speech service might not be what you expect. Requests from disconnected containers will fail.
 
 ::: zone pivot="programming-language-csharp"
-Change from using this Azure-cloud initialization call:
+Instead of using this Azure-cloud initialization config:
 
 ```csharp
 var config = SpeechConfig.FromSubscription(...);
 ```
 
-To using this call with the container [host](/dotnet/api/microsoft.cognitiveservices.speech.speechconfig.fromhost):
+Use this config with the container [host](/dotnet/api/microsoft.cognitiveservices.speech.speechconfig.fromhost):
 
 ```csharp
 var config = SpeechConfig.FromHost(
@@ -29,98 +29,98 @@ var config = SpeechConfig.FromHost(
 ::: zone-end
 
 ::: zone pivot="programming-language-cpp"
-Change from using this Azure-cloud initialization call:
+Instead of using this Azure-cloud initialization config:
 
 ```cpp
 auto speechConfig = SpeechConfig::FromSubscription(...);
 ```
 
-To using this call with the container [host](/cpp/cognitive-services/speech/speechconfig#fromhost):
+Use this config with the container [host](/cpp/cognitive-services/speech/speechconfig#fromhost):
 
 ```cpp
 auto speechConfig = SpeechConfig::FromHost("ws://localhost:5000");
 ```
 ::: zone-end
 
 ::: zone pivot="programming-language-go"
-Change from using this Azure-cloud initialization call:
+Instead of using this Azure-cloud initialization config:
 
 ```go
 speechConfig, err := speech.NewSpeechConfigFromSubscription(...)
 ```
 
-To using this call with the container host:
+Use this config with the container host:
 
 ```go
 speechConfig, err := speech.NewSpeechConfigFromHost("ws://localhost:5000")
 ```
 ::: zone-end
 
 ::: zone pivot="programming-language-java"
-Change from using this Azure-cloud initialization call:
+Instead of using this Azure-cloud initialization config:
 
 ```java
 SpeechConfig speechConfig = SpeechConfig.fromSubscription(...);
 ```
 
-To using this call with the container [host](/java/api/com.microsoft.cognitiveservices.speech.speechconfig#com-microsoft-cognitiveservices-speech-speechconfig-fromhost(java-net-uri)):
+Use this config with the container [host](/java/api/com.microsoft.cognitiveservices.speech.speechconfig#com-microsoft-cognitiveservices-speech-speechconfig-fromhost(java-net-uri)):
 
 ```java
 SpeechConfig speechConfig = SpeechConfig.fromHost("ws://localhost:5000");
 ```
 ::: zone-end
 
 ::: zone pivot="programming-language-javascript"
-Change from using this Azure-cloud initialization call:
+Instead of using this Azure-cloud initialization config:
 
 ```javascript
 const speechConfig = sdk.SpeechConfig.fromSubscription(...);
 ```
 
-To using this call with the container [host](/javascript/api/microsoft-cognitiveservices-speech-sdk/speechconfig#microsoft-cognitiveservices-speech-sdk-speechconfig-fromhost):
+Use this config with the container [host](/javascript/api/microsoft-cognitiveservices-speech-sdk/speechconfig#microsoft-cognitiveservices-speech-sdk-speechconfig-fromhost):
 
 ```javascript
 const speechConfig = sdk.SpeechConfig.fromHost("ws://localhost:5000");
 ```
 ::: zone-end
 
 ::: zone pivot="programming-language-objectivec"
-Change from using this Azure-cloud initialization call:
+Instead of using this Azure-cloud initialization config:
 
 ```objectivec
 SPXSpeechConfiguration *speechConfig = [[SPXSpeechConfiguration alloc] initWithSubscription:...];
 ```
 
-To using this call with the container [host](/objectivec/cognitive-services/speech/spxspeechconfiguration#initwithhost):
+Use this config with the container [host](/objectivec/cognitive-services/speech/spxspeechconfiguration#initwithhost):
 
 ```objectivec
 SPXSpeechConfiguration *speechConfig = [[SPXSpeechConfiguration alloc] initWithHost:"ws://localhost:5000"];
 ```
 ::: zone-end
 
 ::: zone pivot="programming-language-swift"
-Change from using this Azure-cloud initialization call:
+Instead of using this Azure-cloud initialization config:
 
 ```swift
 let speechConfig = SPXSpeechConfiguration(subscription: "", region: "");
 ```
 
-To using this call with the container [host](/objectivec/cognitive-services/speech/spxspeechconfiguration#initwithhost):
+Use this config with the container [host](/objectivec/cognitive-services/speech/spxspeechconfiguration#initwithhost):
 
 ```swift
 let speechConfig = SPXSpeechConfiguration(host: "ws://localhost:5000");
 ```
 ::: zone-end
 
 ::: zone pivot="programming-language-python"
-Change from using this Azure-cloud initialization call:
+Instead of using this Azure-cloud initialization config:
 
 ```python
 speech_config = speechsdk.SpeechConfig(
     subscription=speech_key, region=service_region)
 ```
 
-To using this call with the container [endpoint](/python/api/azure-cognitiveservices-speech/azure.cognitiveservices.speech.speechconfig):
+Use this config with the container [endpoint](/python/api/azure-cognitiveservices-speech/azure.cognitiveservices.speech.speechconfig):
 
 ```python
 speech_config = speechsdk.SpeechConfig(

articles/cognitive-services/Speech-Service/speech-container-cstt.md

@@ -34,7 +34,7 @@ The fully qualified container image name is, `mcr.microsoft.com/azure-cognitive-
 | Version | Path |
 |-----------|------------|
 | Latest | `mcr.microsoft.com/azure-cognitive-services/speechservices/custom-speech-to-text:latest` |
-| 3.12.0 | `mcr.microsoft.com/azure-cognitive-services/speechservices/custom-speech-to-text:3.12.0-amd64` |
+| 3.13.0 | `mcr.microsoft.com/azure-cognitive-services/speechservices/custom-speech-to-text:3.13.0-amd64` |
 
 All tags, except for `latest`, are in the following format and are case sensitive:
 

articles/cognitive-services/Speech-Service/speech-container-lid.md

@@ -19,16 +19,15 @@ keywords: on-premises, Docker, container
 The Speech language identification container detects the language spoken in audio files. You can get real-time speech or batch audio recordings with intermediate results. In this article, you'll learn how to download, install, and run a language identification container.
 
 > [!NOTE]
+> You must [request and get approval](speech-container-overview.md#request-approval-to-run-the-container) to use a Speech container.
+>
 > The Speech language identification container is available in public preview. Containers in preview are still under development and don't meet Microsoft's stability and support requirements.
 
+For more information about prerequisites, validating that a container is running, running multiple containers on the same host, and running disconnected containers, see [Install and run Speech containers with Docker](speech-container-howto.md).
+
 > [!TIP]
 > To get the most useful results, use the Speech language identification container with the [speech-to-text](speech-container-stt.md) or [custom speech-to-text](speech-container-cstt.md) containers.
 
-> [!NOTE]
-> You must [request and get approval](speech-container-overview.md#request-approval-to-run-the-container) to use a Speech container. 
-
-For more information about prerequisites, validating that a container is running, running multiple containers on the same host, and running disconnected containers, see [Install and run Speech containers with Docker](speech-container-howto.md).
-
 ## Container images
 
 The Speech language identification container image for all supported versions and locales can be found on the [Microsoft Container Registry (MCR)](https://mcr.microsoft.com/product/azure-cognitive-services/speechservices/language-detection/tags) syndicate. It resides within the `azure-cognitive-services/speechservices/` repository and is named `language-detection`. 
@@ -40,7 +39,7 @@ The fully qualified container image name is, `mcr.microsoft.com/azure-cognitive-
 | Version | Path |
 |-----------|------------|
 | Latest | `mcr.microsoft.com/azure-cognitive-services/speechservices/language-detection:latest` |
-| 3.12.0 | `mcr.microsoft.com/azure-cognitive-services/speechservices/language-detection:1.11.0-amd64-preview` |
+| 1.11.0 | `mcr.microsoft.com/azure-cognitive-services/speechservices/language-detection:1.11.0-amd64-preview` |
 
 All tags, except for `latest`, are in the following format and are case sensitive:
 

articles/cognitive-services/Speech-Service/speech-container-ntts.md

@@ -34,7 +34,7 @@ The fully qualified container image name is, `mcr.microsoft.com/azure-cognitive-
 | Version | Path |
 |-----------|------------|
 | Latest | `mcr.microsoft.com/azure-cognitive-services/speechservices/neural-text-to-speech:latest`<br/><br/>The `latest` tag pulls the `en-US` locale and `en-us-arianeural` voice. |
-| 3.12.0 | `mcr.microsoft.com/azure-cognitive-services/speechservices/neural-text-to-speech:3.12.0-amd64-mr-in` |
+| 2.12.0 | `mcr.microsoft.com/azure-cognitive-services/speechservices/neural-text-to-speech:2.12.0-amd64-mr-in` |
 
 All tags, except for `latest`, are in the following format and are case sensitive:
 

articles/cognitive-services/Speech-Service/speech-container-overview.md

@@ -62,6 +62,19 @@ The Speech containers send billing information to Azure by using a Speech resour
 
 Speech containers aren't licensed to run without being connected to Azure for metering. You must configure your container to communicate billing information with the metering service at all times. For more information, see [billing arguments](speech-container-howto.md#billing-arguments). 
 
+## Container recipes and other container services
+
+You can use container recipes to create containers that can be reused. Containers can be built with some or all configuration settings so that they are not needed when the container is started. For container recipes see the following Azure Cognitive Services articles:
+- [Create containers for reuse](../containers/container-reuse-recipe.md)
+- [Deploy and run container on Azure Container Instance](../containers/azure-container-instance-recipe.md)
+- [Deploy a language detection container to Azure Kubernetes Service](../containers/azure-kubernetes-recipe.md)
+- [Use Docker Compose to deploy multiple containers](../containers/docker-compose-recipe.md)
+
+For information about other container services, see the following Azure Cognitive Services articles:
+- [Tutorial: Create a container image for deployment to Azure Container Instances](../../container-instances/container-instances-tutorial-prepare-app.md)
+- [Quickstart: Create a private container registry using the Azure CLI](../../container-registry/container-registry-get-started-azure-cli.md)
+- [Tutorial: Prepare an application for Azure Kubernetes Service (AKS)](../../aks/tutorial-kubernetes-prepare-app.md)
+
 ## Next steps
 
 * [Install and run Speech containers](speech-container-howto.md)

articles/cognitive-services/Speech-Service/speech-container-stt.md

@@ -34,7 +34,7 @@ The fully qualified container image name is, `mcr.microsoft.com/azure-cognitive-
 | Version | Path |
 |-----------|------------|
 | Latest | `mcr.microsoft.com/azure-cognitive-services/speechservices/speech-to-text:latest`<br/><br/>The `latest` tag pulls the latest image for the `en-US` locale. |
-| 3.12.0 | `mcr.microsoft.com/azure-cognitive-services/speechservices/speech-to-text:3.12.0-amd64-mr-in` |
+| 3.13.0 | `mcr.microsoft.com/azure-cognitive-services/speechservices/speech-to-text:3.13.0-amd64-mr-in` |
 
 All tags, except for `latest`, are in the following format and are case sensitive:
 

articles/cognitive-services/containers/container-reuse-recipe.md

@@ -11,8 +11,6 @@ ms.topic: how-to
 ms.date: 10/28/2021
 ms.author: aahi
 #Customer intent: As a potential customer, I want to know how to configure containers so I can reuse them.
-
-# SME: Siddhartha Prasad <[email protected]>
 ---
 
 # Create containers for reuse