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Merge pull request #179173 from alexeyo26/alexeyo/remove-obsolete-rest
[CogSvc] Speech. Removing reference to obsolete REST API request
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articles/cognitive-services/Speech-Service/how-to-custom-speech-test-and-train.md

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ms.service: cognitive-services
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ms.subservice: speech-service
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ms.topic: conceptual
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ms.date: 10/08/2021
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ms.date: 11/09/2021
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ms.author: eur
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ms.custom: ignite-fall-2021
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---
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You can use [Speech-to-text REST API v3.0](rest-speech-to-text.md#speech-to-text-rest-api-v30) to automate any operations related to your custom models. In particular, you can use it to upload a dataset. This is particularly useful when your dataset file exceeds 128 MB, because files that large cannot be uploaded using *Local file* option in Speech Studio. (You can also use *Azure Blob or shared location* option in Speech Studio for the same purpose as described in the previous section.)
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Use either of the following requests to create and upload a dataset:
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* [Create Dataset](https://centralus.dev.cognitive.microsoft.com/docs/services/speech-to-text-api-v3-0/operations/CreateDataset)
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* [Create Dataset from Form](https://centralus.dev.cognitive.microsoft.com/docs/services/speech-to-text-api-v3-0/operations/UploadDatasetFromForm)
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To create and upload a dataset use [Create Dataset](https://centralus.dev.cognitive.microsoft.com/docs/services/speech-to-text-api-v3-0/operations/CreateDataset) request.
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**REST API created datasets and Speech Studio projects**
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A dataset created with the Speech-to-text REST API v3.0 will *not* be connected to any of the Speech Studio projects, unless a special parameter is specified in the request body (see below). Connection with a Speech Studio project is *not* required for any model customization operations, if they are performed via the REST API.
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When you log on to the Speech Studio, its user interface will notify you when any unconnected object is found (like datasets uploaded through the REST API without any project reference) and offer to connect such objects to an existing project.
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To connect the new dataset to an existing project in the Speech Studio during its upload, use [Create Dataset](https://centralus.dev.cognitive.microsoft.com/docs/services/speech-to-text-api-v3-0/operations/CreateDataset) or [Create Dataset from Form](https://centralus.dev.cognitive.microsoft.com/docs/services/speech-to-text-api-v3-0/operations/UploadDatasetFromForm) and fill out the request body according to the following format:
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To connect the new dataset to an existing project in the Speech Studio during its upload, use [Create Dataset](https://centralus.dev.cognitive.microsoft.com/docs/services/speech-to-text-api-v3-0/operations/CreateDataset) and fill out the request body according to the following format:
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```json
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{
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"kind": "Acoustic",
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}
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```
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The Project URL required for the `project` element can be obtained with the [Get Projects](https://westeurope.dev.cognitive.microsoft.com/docs/services/speech-to-text-api-v3-0/operations/GetProjects) request.
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The Project URL required for the `project` element can be obtained with the [Get Projects](https://centralus.dev.cognitive.microsoft.com/docs/services/speech-to-text-api-v3-0/operations/GetProjects) request.
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## Audio + human-labeled transcript data for training/testing
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