Azure openai speech to text -Whisper “code“:“404“,“message“: “Resource not found“

题意：Azure OpenAI 语音转文本 - Whisper 报错 "code":"404","message": "Resource not found

问题背景：

i'm trying to transcribe a audio file by using whisper through Azure openai key,endpoints,deployment

我正在尝试通过使用 Azure OpenAI 的密钥、端点和部署来转录音频文件，使用的是 Whisper 模型。

eventhough i.m adding right credencials by deploying in valid region for whisper and with their permission granted(Followed each steps) Convert speech to text with Azure OpenAI Service - Azure OpenAI | Microsoft Learn

即使我在正确的地区部署了 Whisper 并添加了正确的凭据，并且获得了相关权限（按照每个步骤操作），但还是出现了问题。

**getting this error: Error 404: {"error":{"code":"404","message": "Resource not found"}} **

tried transcription on azure playground using same deployment its working there

在 Azure Playground 上使用相同的部署尝试转录，结果在那里可以正常工作。

import os
import requests

# Azure OpenAI credentials
os.environ['AZURE_OPENAI_KEY'] = 'KEY'
os.environ['AZURE_OPENAI_ENDPOINT'] = 'ENDPOINT'

# Azure OpenAI metadata variables
openai = {
    'api_key': os.environ.get('AZURE_OPENAI_KEY'),
    'api_base': os.environ.get('AZURE_OPENAI_ENDPOINT'),
    'api_version': '2023-06-01-preview',
    'name': 'deployment name'
}

# Header for authentication
headers = {
    'api-key': openai['api_key']
}

# audio file
file_path = '/content/drive/MyDrive/speech2text/sampleaudiO.wav'

# URL for the API endpoint
url = f"{openai['api_base']}/openai/deployments/{openai['name']}/audio/transcriptions?api-version={openai['api_version']}"

try:
    # Reading the audio file as binary data
    with open(file_path, 'rb') as audio_file:
        # Send the request to Azure OpenAI for transcription
        response = requests.post(url, headers=headers, files={"file": audio_file})

        # Check if the request was successful and print the transcription
        if response.status_code == 200:
            transcription = response.json().get('text', 'Transcription not available')
            print("Transcription:", transcription)
        else:
            print(f"Error {response.status_code}: {response.text}")

except Exception as e:
    print(f"An error occurred: {e}")
here

Please help with code        请帮忙看看代码。

问题解决：

Getting this error: Error 404: {"error":{"code":"404","message": "Resource not found"}}

The above error occurs when you pass the wrong parameters, such as (api_key, api_base, api_version) in your request.

上述错误发生在你在请求中传递了错误的参数，例如 (api_key、api_base、api_version)。

In your request, you have passed the wrong API version. After passing the correct api_version=2023-09-01-preview in the Python code, it executed successfully in my environment.

上述错误发生在你在请求中传递了错误的参数，例如 (api_key、api_base、api_version)。

Code:        代码

import os
import requests

os.environ['AZURE_OPENAI_KEY'] = 'xxxx'
os.environ['AZURE_OPENAI_ENDPOINT'] = 'https://resource-name.openai.azure.com'

# Azure OpenAI metadata variables
openai = {
    'api_key': os.environ.get('AZURE_OPENAI_KEY'),
    'api_base': os.environ.get('AZURE_OPENAI_ENDPOINT'),
    'api_version': '2023-09-01-preview',
    'name': 'whisper-deployment'
}

headers = {
    'api-key': openai['api_key']
}

file_path = './harvard.wav'

url = f"{openai['api_base']}/openai/deployments/{openai['name']}/audio/transcriptions?api-version={openai['api_version']}"

try:
    # Reading the audio file as binary data
    with open(file_path, 'rb') as audio_file:
        response = requests.post(url, headers=headers, files={"file": audio_file})
        if response.status_code == 200:
            transcription = response.json().get('text', 'Transcription not available')
            print("Transcription:", transcription)
        else:
            print(f"Error {response.status_code}: {response.text}")

except Exception as e:
    print(f"An error occurred: {e}")

Output:        输出

Transcription: The stale smell of old beer lingers. It takes heat to bring out the odor. A cold dip restores health and zest. A salt pickle tastes fine with ham. Tacos al pastor are my favorite. A zestful food is the hot cross bun.

Reference: Azure OpenAI Service REST API reference - Azure OpenAI | Microsoft Learn.

总结