Training Sets - Create

Creates a new training set.

PUT {endpoint}/customvoice/trainingsets/{id}?api-version=2024-02-01-preview

URI Parameters

Name In Required Type Description
endpoint
path True

string

Supported Cognitive Services endpoints (protocol and hostname, for example: https://eastus.api.cognitive.microsoft.com).

id
path True

string

The ID of the resource.

Regex pattern: ^[a-zA-Z0-9][a-zA-Z0-9._-]{1,62}[a-zA-Z0-9]$

api-version
query True

string

The API version to use for this operation.

Request Header

Name Required Type Description
Ocp-Apim-Subscription-Key True

string

Provide your Speech resource key here.

Request Body

Name Required Type Description
locale True

string

The locale of the training dataset. Locale code follows BCP-47. You can find the text to speech locale list here https://learn.microsoft.com/azure/ai-services/speech-service/language-support?tabs=tts.

projectId True

string

Resource id

description

string

Training set description

displayName

string

Training set name

id

string

Resource id

status

Status

Status of a resource.

voiceKind

VoiceKind

Voice kind

Responses

Name Type Description
201 Created

TrainingSet

Created

Other Status Codes

ErrorResponse

An error occurred.

Headers

x-ms-error-code: string

Security

Ocp-Apim-Subscription-Key

Provide your Speech resource key here.

Type: apiKey
In: header

Examples

Create a training set

Sample request

PUT {endpoint}/customvoice/trainingsets/Jessica-300?api-version=2024-02-01-preview


{
  "description": "300 sentences Jessica data in general style.",
  "projectId": "Jessica",
  "locale": "en-US",
  "voiceKind": "Female"
}

Sample response

{
  "id": "Jessica-300",
  "description": "300 sentences Jessica data in general style.",
  "projectId": "Jessica",
  "locale": "en-US",
  "voiceKind": "Female",
  "status": "Succeeded",
  "createdDateTime": "2023-04-01T05:30:00.000Z",
  "lastActionDateTime": "2023-04-02T10:15:30.000Z"
}

Definitions

Name Description
Error

Top-level error follows Microsoft Azure REST API Guidelines which is available at https://github.com/microsoft/api-guidelines/blob/vNext/azure/Guidelines.md#handling-errors. This contains an top-level error with error code, message, details, target and an inner error with more descriptive details.

ErrorCode

Top-level error code

ErrorResponse

Error response follows Microsoft Azure REST API Guidelines which is available at https://github.com/microsoft/api-guidelines/blob/vNext/azure/Guidelines.md#handling-errors.

InnerError

Inner error follows Microsoft Azure REST API Guidelines which is available at https://github.com/microsoft/api-guidelines/blob/vNext/azure/Guidelines.md#handling-errors. This contains required properties error code, message and optional properties target, inner error(this can be nested).

Status

Status of a resource.

TrainingSet

Training set

TrainingSetProperties

Training set properties

VoiceKind

Voice kind

Error

Top-level error follows Microsoft Azure REST API Guidelines which is available at https://github.com/microsoft/api-guidelines/blob/vNext/azure/Guidelines.md#handling-errors. This contains an top-level error with error code, message, details, target and an inner error with more descriptive details.

Name Type Description
code

ErrorCode

Top-level error code

details

Error[]

Additional supportive details regarding the error and/or expected policies.

innererror

InnerError

Inner error follows Microsoft Azure REST API Guidelines which is available at https://github.com/microsoft/api-guidelines/blob/vNext/azure/Guidelines.md#handling-errors. This contains required properties error code, message and optional properties target, inner error(this can be nested).

message

string

Top-level error message.

target

string

The source of the error. For example it would be "model" or "model id" in case of invalid model.

ErrorCode

Top-level error code

Name Type Description
BadArgument

string

BadRequest

string

Forbidden

string

InternalServerError

string

NotFound

string

ServiceUnavailable

string

TooManyRequests

string

Unauthorized

string

UnsupportedMediaType

string

ErrorResponse

Error response follows Microsoft Azure REST API Guidelines which is available at https://github.com/microsoft/api-guidelines/blob/vNext/azure/Guidelines.md#handling-errors.

Name Type Description
error

Error

Top-level error follows Microsoft Azure REST API Guidelines which is available at https://github.com/microsoft/api-guidelines/blob/vNext/azure/Guidelines.md#handling-errors. This contains an top-level error with error code, message, details, target and an inner error with more descriptive details.

InnerError

Inner error follows Microsoft Azure REST API Guidelines which is available at https://github.com/microsoft/api-guidelines/blob/vNext/azure/Guidelines.md#handling-errors. This contains required properties error code, message and optional properties target, inner error(this can be nested).

Name Type Description
code

string

Detailed error code to help diagnostic.

innererror

InnerError

Inner error follows Microsoft Azure REST API Guidelines which is available at https://github.com/microsoft/api-guidelines/blob/vNext/azure/Guidelines.md#handling-errors. This contains required properties error code, message and optional properties target, inner error(this can be nested).

message

string

Detailed error message.

target

string

The source of the error. For example it would be "model" or "model id" in case of invalid model.

Status

Status of a resource.

Name Type Description
Disabled

string

Disabling

string

Failed

string

NotStarted

string

Running

string

Succeeded

string

TrainingSet

Training set

Name Type Description
createdDateTime

string

The timestamp when the object was created. The timestamp is encoded as ISO 8601 date and time format ("YYYY-MM-DDThh:mm:ssZ", see https://en.wikipedia.org/wiki/ISO_8601#Combined_date_and_time_representations).

description

string

Training set description

displayName

string

Training set name

id

string

Resource id

lastActionDateTime

string

The timestamp when the current status was entered. The timestamp is encoded as ISO 8601 date and time format ("YYYY-MM-DDThh:mm:ssZ", see https://en.wikipedia.org/wiki/ISO_8601#Combined_date_and_time_representations).

locale

string

The locale of the training dataset. Locale code follows BCP-47. You can find the text to speech locale list here https://learn.microsoft.com/azure/ai-services/speech-service/language-support?tabs=tts.

projectId

string

Resource id

properties

TrainingSetProperties

Training set properties

status

Status

Status of a resource.

voiceKind

VoiceKind

Voice kind

TrainingSetProperties

Training set properties

Name Type Description
utteranceCount

integer

Utterance count in this training set

VoiceKind

Voice kind

Name Type Description
Female

string

Male

string