我需要帮助完成我的一个项目，该项目要求“使用Azure AI以编程方式（优先使用Python）训练自定义语音”，而不是通过自定义语音门户进行。由于我对机器学习非常新手，我需要从头到尾的详细指导来完成这项任务。任何帮助/指导都将不胜感激。

回答：

据我所知，Azure尚未发布这些API，但我在浏览器中尝试获取HTTP请求，以下是我的发现。

1. 上传数据集:

URL:

POST https://<your service name>.cognitiveservices.azure.com/speechtotext/v3.0/datasets

Header:

Content-Type: application/jsonOcp-Apim-Subscription-Key: <key>

Body:

{    "displayName": "<name>",    "description": "<description>",    "dataImportKind": "<dataset kind>",    "datasetKind": "<dataset kind>",    "kind": "<dataset kind>",    "sourceUrl": "<dataset URL>",    "contentUrl": "<dataset URL>",    "locale": "<locale, ie, en-us>",    "project": {        "id": "<your project ID>",        "self": "https:///<your service name>.cognitiveservices.azure.com/speechtotext/v3.0/projects/<your project ID>"    },    "properties": {        "email": "<contactor email>"    },    "customProperties": {        "PortalAPIVersion": "3"    },    "email": "<contactor email>"}

对于dataset kind，如果您选择“音频 + 人工标记的转录”，其值为Acoustic；对于Plain text，其值为language；对于Pronunciation，其值为Pronunciation。

2. 训练模型:

URL

POST https://<NAME>.cognitiveservices.azure.com/speechtotext/v3.0/models

Headers:

Content-Type: application/jsonOcp-Apim-Subscription-Key: <key>

Body:

{    "displayName": "<name>",    "description": "<desp>",    "locale": "en-US",    "project": {        "id": "<project ID>",        "self": "https:///<your service name>.cognitiveservices.azure.com/speechtotext/v3.0/projects/<project ID>"    },    "properties": {        "email": "<email>"    },    "customProperties": {        "PortalAPIVersion": "3"    },    "email": "<email>",    "datasets": [{            "id": "<dataset id>",            "self": "https:///<your service name>.cognitiveservices.azure.com/speechtotext/v3.0/datasets/<dataset id>"        }...    ]    }}

您可以通过以下API获取project id：

GET https://<YOUR SERVICE NAME>.cognitiveservices.azure.com/speechtotext/v3.0/projects

您可以通过以下API获取dataset id：

GET https://<YOUR SERVICE NAME>.cognitiveservices.azure.com/speechtotext/v3.0/projects/<project id>

您可以通过以下API获取model id：

GET https://<YOUR SERVICE NAME>.cognitiveservices.azure.com/speechtotext/v3.0/projects/<project id>

3. 部署模型:

URL :

POST https://<NAME>.cognitiveservices.azure.com/speechtotext/v3.0/endpoints

Headers:

Content-Type: application/jsonOcp-Apim-Subscription-Key: <key>

Body:

{    "displayName": "<name>",    "description": "<description>",    "locale": "<locale>",    "project": {        "id": "<project id>",        "self": "https:///<your service name>.cognitiveservices.azure.com/speechtotext/v3.0/projects/<project id>"    },    "model": {        "id": "<model id>",        "self": "https:///<your service name>.cognitiveservices.azure.com/speechtotext/v3.0/models/<model id>"    },    "properties": {        "email": "<email>",        "contentLoggingEnabled": false,        "loggingEnabled": false    },    "customProperties": {        "contentLoggingEnabled": false,        "PortalAPIVersion": "3"    },    "email": "<email>"}

您可以通过以下API获取model id：

GET https://<YOUR SERVICE NAME>.cognitiveservices.azure.com/speechtotext/v3.0/projects/<project id>/models