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Copy file name to clipboardExpand all lines: articles/cognitive-services/Speech-Service/custom-commands.md
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---
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title: Custom Commands (Preview) - Speech Service
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title: Custom Commands (Preview) - Speech service
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titleSuffix: Azure Cognitive Services
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description: An overview of the features, capabilities, and restrictions for Custom Commands (Preview), a solution for creating voice assistants.
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services: cognitive-services
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## Customization
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Voice assistants built using Azure Speech Services can use the full range of customization options available for [speech-to-text](speech-to-text.md), [text-to-speech](text-to-speech.md), and [custom keyword selection](speech-devices-sdk-create-kws.md).
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Voice assistants built using the Speech service can use the full range of customization options available for [speech-to-text](speech-to-text.md), [text-to-speech](text-to-speech.md), and [custom keyword selection](speech-devices-sdk-create-kws.md).
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> [!NOTE]
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> Customization options vary by language/locale (see [Supported languages](supported-languages.md)).
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## Next steps
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*[Get a Speech Services subscription key for free](get-started.md)
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*[Get a Speech service subscription key for free](get-started.md)
Copy file name to clipboardExpand all lines: articles/cognitive-services/Speech-Service/direct-line-speech.md
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---
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title: Direct Line Speech - Speech Service
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title: Direct Line Speech - Speech service
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titleSuffix: Azure Cognitive Services
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description: An overview of the features, capabilities, and restrictions for Voice assistants using Direct Line Speech with the Speech Software Development Kit (SDK).
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services: cognitive-services
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## Customization
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Voice assistants built using Azure Speech Services can use the full range of customization options available for [speech-to-text](speech-to-text.md), [text-to-speech](text-to-speech.md), and [custom keyword selection](speech-devices-sdk-create-kws.md).
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Voice assistants built using Speech service can use the full range of customization options available for [speech-to-text](speech-to-text.md), [text-to-speech](text-to-speech.md), and [custom keyword selection](speech-devices-sdk-create-kws.md).
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> [!NOTE]
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> Customization options vary by language/locale (see [Supported languages](supported-languages.md)).
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## Next steps
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*[Get a Speech Services subscription key for free](get-started.md)
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*[Get a Speech service subscription key for free](get-started.md)
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*[Get the Speech SDK](speech-sdk.md)
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*[Create and deploy a basic bot](https://docs.microsoft.com/azure/bot-service/bot-builder-tutorial-basic-deploy?view=azure-bot-service-4.0)
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*[Get the Virtual Assistant Solution and Enterprise Template](https://github.com/Microsoft/AI)
Copy file name to clipboardExpand all lines: articles/cognitive-services/Speech-Service/how-to-custom-speech-train-model.md
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title: Train a model for Custom Speech - Speech Service
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title: Train a model for Custom Speech - Speech service
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titleSuffix: Azure Cognitive Services
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description: Training a speech-to-text model can improve recognition accuracy for Microsoft's baseline model or a custom model. A model is trained using human-labeled transcriptions and related text.
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title: "Get started with Custom Speech - Speech Service"
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title: "Get started with Custom Speech - Speech service"
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titleSuffix: Azure Cognitive Services
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description: Custom Speech is a set of online tools that allow you to evaluate and improve our speech-to-text accuracy for your applications, tools, and products. All it takes to get started are a handful of test audio files. Follow the links below to start creating a custom speech-to-text experience.
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services: cognitive-services
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## What's in Custom Speech?
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Before you can do anything with Custom Speech, you'll need an Azure account and a Speech Services subscription. Once you've got an account, you can prep your data, train and test your models, inspect recognition quality, evaluate accuracy, and ultimately deploy and use the custom speech-to-text model.
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Before you can do anything with Custom Speech, you'll need an Azure account and a Speech service subscription. Once you've got an account, you can prep your data, train and test your models, inspect recognition quality, evaluate accuracy, and ultimately deploy and use the custom speech-to-text model.
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This diagram highlights the pieces that make up the [Custom Speech portal](https://aka.ms/customspeech). Use the links below to learn more about each step.
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1.[Subscribe and create a project](#set-up-your-azure-account) - Create an Azure account and subscribe the Speech Services. This unified subscription gives you access to speech-to-text, text-to-speech, speech translation, and the [Custom Speech portal](https://speech.microsoft.com/customspeech). Then, using your Speech Services subscription, create your first Custom Speech project.
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1.[Subscribe and create a project](#set-up-your-azure-account) - Create an Azure account and subscribe to the Speech service. This unified subscription gives you access to speech-to-text, text-to-speech, speech translation, and the [Custom Speech portal](https://speech.microsoft.com/customspeech). Then, using your Speech service subscription, create your first Custom Speech project.
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2.[Upload test data](how-to-custom-speech-test-data.md) - Upload test data (audio files) to evaluate Microsoft's speech-to-text offering for your applications, tools, and products.
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3.[Inspect recognition quality](how-to-custom-speech-inspect-data.md) - Use the [Custom Speech portal](https://speech.microsoft.com/customspeech) to play back uploaded audio and inspect the speech recognition quality of your test data. For quantitative measurements, see [Inspect data](how-to-custom-speech-inspect-data.md).
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4.[Evaluate accuracy](how-to-custom-speech-evaluate-data.md) - Evaluate the accuracy of the speech-to-text model. The [Custom Speech portal](https://speech.microsoft.com/customspeech) will provide a *Word Error Rate*, which can be used to determine if additional training is required. If you're satisfied with the accuracy, you can use the Speech Service APIs directly. If you'd like to improve accuracy by a relative average of 5% - 20%, use the **Training** tab in the portal to upload additional training data, such as human-labeled transcripts and related text.
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4.[Evaluate accuracy](how-to-custom-speech-evaluate-data.md) - Evaluate the accuracy of the speech-to-text model. The [Custom Speech portal](https://speech.microsoft.com/customspeech) will provide a *Word Error Rate*, which can be used to determine if additional training is required. If you're satisfied with the accuracy, you can use the Speech service APIs directly. If you'd like to improve accuracy by a relative average of 5% - 20%, use the **Training** tab in the portal to upload additional training data, such as human-labeled transcripts and related text.
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5.[Train the model](how-to-custom-speech-train-model.md) - Improve the accuracy of your speech-to-text model by providing written transcripts (10-1,000 hours) and related text (<200 MB) along with your audio test data. This data helps to train the speech-to-text model. After training, retest, and if you're satisfied with the result, you can deploy your model.
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6.[Deploy the model](how-to-custom-speech-deploy-model.md) - Create a custom endpoint for your speech-to-text model and use it in your applications, tools, or products.
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## Set up your Azure account
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A Speech Services subscription is required before you can use the [Custom Speech portal](https://speech.microsoft.com/customspeech) to create a custom model. Follow these instructions to create a standard Speech Services subscription: [Create a Speech Subscription](get-started.md#try-the-speech-service-using-a-new-azure-account).
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A Speech service subscription is required before you can use the [Custom Speech portal](https://speech.microsoft.com/customspeech) to create a custom model. Follow these instructions to create a standard Speech service subscription: [Create a Speech Subscription](get-started.md#try-the-speech-service-using-a-new-azure-account).
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> [!NOTE]
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> Please be sure to create standard (S0) subscriptions, free trial (F0) subscriptions are not supported.
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Once you've created an Azure account and a Speech Services subscription, you'll need to sign in to [Custom Speech portal](https://speech.microsoft.com/customspeech) and connect your subscription.
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Once you've created an Azure account and a Speech service subscription, you'll need to sign in to [Custom Speech portal](https://speech.microsoft.com/customspeech) and connect your subscription.
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1. Get your Speech Services subscription key from the Azure portal.
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1. Get your Speech service subscription key from the Azure portal.
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2. Sign-in to the [Custom Speech portal](https://aka.ms/custom-speech).
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3. Select the subscription you need to work on and create a speech project.
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4. If you'd like to modify your subscription, use the **cog** icon located in the top navigation.
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title: "Create a Custom Voice - Speech Service"
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title: "Create a Custom Voice - Speech service"
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titleSuffix: Azure Cognitive Services
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description: "When you're ready to upload your data, go to the Custom Voice portal. Create or select a Custom Voice project. The project must share the right language/locale and the gender properties as the data you intent to use for your voice training."
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title: "How to prepare data for Custom Voice - Speech Service"
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title: "How to prepare data for Custom Voice - Speech service"
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titleSuffix: Azure Cognitive Services
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description: "Create a custom voice for your brand with Speech Service. You provide studio recordings and the associated scripts, the service generates a unique voice model tuned to the recorded voice. Use this voice to synthesize speech in your products, tools, and applications."
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description: "Create a custom voice for your brand with the Speech service. You provide studio recordings and the associated scripts, the service generates a unique voice model tuned to the recorded voice. Use this voice to synthesize speech in your products, tools, and applications."
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services: cognitive-services
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author: erhopf
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manager: nitinme
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# Prepare data to create a custom voice
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When you're ready to create a custom text-to-speech voice for your application, the first step is to gather audio recordings and associated scripts to start training the voice model. The service uses this data to create a unique voice tuned to match the voice in the recordings. After you've trained the voice, you can start synthesizing speech in your applications.
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When you're ready to create a custom text-to-speech voice for your application, the first step is to gather audio recordings and associated scripts to start training the voice model. The Speech service uses this data to create a unique voice tuned to match the voice in the recordings. After you've trained the voice, you can start synthesizing speech in your applications.
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You can start with a small amount of data to create a proof of concept. However, the more data that you provide, the more natural your custom voice will sound. Before you can train your own text-to-speech voice model, you'll need audio recordings and the associated text transcriptions. On this page, we'll review data types, how they are used, and how to manage each.
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title: "What is Custom Voice? - Speech Service"
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title: "What is Custom Voice? - Speech service"
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titleSuffix: Azure Cognitive Services
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description: "Custom Voice is a set of online tools that allow you to create a recognizable, one-of-a-kind voice for your brand. All it takes to get started are a handful of audio files and the associated transcriptions. Follow the links below to start creating a custom speech-to-text experience."
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## What's in Custom Voice?
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Before starting with Custom Voice, you'll need an Azure account and a Speech Services subscription. Once you've created an account, you can prepare your data, train and test your models, evaluate voice quality, and ultimately deploy your custom voice model.
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Before starting with Custom Voice, you'll need an Azure account and a Speech service subscription. Once you've created an account, you can prepare your data, train and test your models, evaluate voice quality, and ultimately deploy your custom voice model.
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The diagram below highlights the steps to create a custom voice model using the [Custom Voice portal](https://aka.ms/customvoice). Use the links to learn more.
1. [Subscribe and create a project](#set-up-your-azure-account) - Create an Azure account and create a Speech Services subscription. This unified subscription gives you access to speech-to-text, text-to-speech, speech translation, and the Custom Voice portal. Then, using your Speech Services subscription, create your first Custom Voice project.
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1. [Subscribe and create a project](#set-up-your-azure-account) - Create an Azure account and create a Speech service subscription. This unified subscription gives you access to speech-to-text, text-to-speech, speech translation, and the Custom Voice portal. Then, using your Speech service subscription, create your first Custom Voice project.
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2. [Upload data](how-to-custom-voice-create-voice.md#upload-your-datasets) - Upload data (audio and text) using the Custom Voice portal or Custom Voice API. From the portal, you can investigate and evaluate pronunciation scores and signal-to-noise ratios. For more information, see [How to prepare data for Custom Voice](how-to-custom-voice-prepare-data.md).
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## Set up your Azure account
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A Speech Services subscription is required before you can use the Custom Speech portal to create a custom model. Follow these instructions to create a Speech Services subscription in Azure. If you do not have an Azure account, you can sign up for a new one.
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A Speech service subscription is required before you can use the Custom Speech portal to create a custom model. Follow these instructions to create a Speech service subscription in Azure. If you do not have an Azure account, you can sign up for a new one.
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Once you've created an Azure account and a Speech Services subscription, you'll need to sign in to the Custom Voice portal and connect your subscription.
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Once you've created an Azure account and a Speech service subscription, you'll need to sign in to the Custom Voice portal and connect your subscription.
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1. Get your Speech Services subscription key from the Azure portal.
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1. Get your Speech service subscription key from the Azure portal.
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2. Sign in to the [Custom Voice portal](https://aka.ms/custom-voice).
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3. Select your subscription and create a speech project.
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4. If you'd like to switch to another Speech subscription, use the cog icon located in the top navigation.
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