轉錄多聲道音訊

本頁面說明如何使用 Speech-to-Text 轉錄包含多個頻道的音訊檔案。語音轉文字支援多聲道辨識功能,最多可辨識八個聲道,適用於所有音訊編碼。

如果您使用 AutoDetectDecodingConfig,則不必指定檔案的音訊聲道數量。系統會自動決定。使用 ExplicitDecodingConfig 時,必須指定音訊聲道數量。

音訊資料通常會為錄音中的每位說話者提供一個聲道。舉例來說,兩個人講電話的音訊可能包含兩個聲道,分別錄製兩人的聲音。

傳送含有多個聲道的要求時,Speech-to-Text 會傳回結果,識別音訊中的不同聲道,並使用 channel_tag 欄位標示每個結果的替代方案。

事前準備

  1. Sign in to your Google Cloud account. If you're new to Google Cloud, create an account to evaluate how our products perform in real-world scenarios. New customers also get $300 in free credits to run, test, and deploy workloads.
  2. In the Google Cloud console, on the project selector page, select or create a Google Cloud project.

    Go to project selector

  3. Make sure that billing is enabled for your Google Cloud project.

  4. Enable the Speech-to-Text APIs.

    Enable the APIs

  5. Make sure that you have the following role or roles on the project: Cloud Speech Administrator

    Check for the roles

    1. In the Google Cloud console, go to the IAM page.

      Go to IAM
    2. Select the project.
    3. In the Principal column, find all rows that identify you or a group that you're included in. To learn which groups you're included in, contact your administrator.

    4. For all rows that specify or include you, check the Role column to see whether the list of roles includes the required roles.

    Grant the roles

    1. In the Google Cloud console, go to the IAM page.

      前往「IAM」頁面
    2. 選取專案。
    3. 按一下「授予存取權」
    4. 在「New principals」(新增主體) 欄位中,輸入您的使用者 ID。 這通常是 Google 帳戶的電子郵件地址。

    5. 在「Select a role」(選取角色) 清單中,選取角色。
    6. 如要授予其他角色,請按一下 「新增其他角色」,然後新增每個其他角色。
    7. 按一下 [Save]
  6. Install the Google Cloud CLI.

  7. If you're using an external identity provider (IdP), you must first sign in to the gcloud CLI with your federated identity.

  8. To initialize the gcloud CLI, run the following command:

    gcloud init
  9. In the Google Cloud console, on the project selector page, select or create a Google Cloud project.

    Go to project selector

  10. Make sure that billing is enabled for your Google Cloud project.

  11. Enable the Speech-to-Text APIs.

    Enable the APIs

  12. Make sure that you have the following role or roles on the project: Cloud Speech Administrator

    Check for the roles

    1. In the Google Cloud console, go to the IAM page.

      Go to IAM
    2. Select the project.
    3. In the Principal column, find all rows that identify you or a group that you're included in. To learn which groups you're included in, contact your administrator.

    4. For all rows that specify or include you, check the Role column to see whether the list of roles includes the required roles.

    Grant the roles

    1. In the Google Cloud console, go to the IAM page.

      前往「IAM」頁面
    2. 選取專案。
    3. 按一下「授予存取權」
    4. 在「New principals」(新增主體) 欄位中,輸入您的使用者 ID。 這通常是 Google 帳戶的電子郵件地址。

    5. 在「Select a role」(選取角色) 清單中,選取角色。
    6. 如要授予其他角色,請按一下 「新增其他角色」,然後新增每個其他角色。
    7. 按一下 [Save]
  13. Install the Google Cloud CLI.

  14. If you're using an external identity provider (IdP), you must first sign in to the gcloud CLI with your federated identity.

  15. To initialize the gcloud CLI, run the following command:

    gcloud init
  16. 用戶端程式庫可以使用應用程式預設憑證,輕鬆向 Google API 進行驗證,然後傳送要求給這些 API。使用應用程式預設憑證,您可以在本機測試及部署應用程式,不必變更基礎程式碼。詳情請參閱「 驗證以使用用戶端程式庫」。

  17. If you're using a local shell, then create local authentication credentials for your user account:

    gcloud auth application-default login

    You don't need to do this if you're using Cloud Shell.

    If an authentication error is returned, and you are using an external identity provider (IdP), confirm that you have signed in to the gcloud CLI with your federated identity.

  18. 此外,請確認您已安裝用戶端程式庫

    對多聲道檔案執行同步語音辨識

    以下是對本機多聲道音訊檔案執行同步語音辨識的範例:

    Python

    import os
    
    from google.cloud.speech_v2 import SpeechClient
    from google.cloud.speech_v2.types import cloud_speech
    
    PROJECT_ID = os.environ["GOOGLE_CLOUD_PROJECT"]
    
    
    def transcribe_multichannel_v2(
        audio_file: str,
    ) -> cloud_speech.RecognizeResponse:
        """Transcribe the given audio file synchronously with multichannel.
        Args:
            audio_file (str): Path to the local audio file to be transcribed.
                Example: "resources/two_channel_16k.wav"
        Returns:
            cloud_speech.RecognizeResponse: The full response object which includes the transcription results.
        """
        # Instantiates a client
        client = SpeechClient()
    
        # Reads a file as bytes
        with open(audio_file, "rb") as f:
            audio_content = f.read()
    
        config = cloud_speech.RecognitionConfig(
            auto_decoding_config=cloud_speech.AutoDetectDecodingConfig(),
            language_codes=["en-US"],
            model="long",
            features=cloud_speech.RecognitionFeatures(
                multi_channel_mode=cloud_speech.RecognitionFeatures.MultiChannelMode.SEPARATE_RECOGNITION_PER_CHANNEL,
            ),
        )
    
        request = cloud_speech.RecognizeRequest(
            recognizer=f"projects/{PROJECT_ID}/locations/global/recognizers/_",
            config=config,
            content=audio_content,
        )
    
        # Transcribes the audio into text
        response = client.recognize(request=request)
    
        for result in response.results:
            print(f"Transcript: {result.alternatives[0].transcript}")
            print(f"Channel tag: {result.channel_tag}")
    
        return response
    
    

    清除所用資源

    如要避免系統向您的 Google Cloud 帳戶收取本頁所用資源的費用,請按照下列步驟操作。

    1. Optional: Revoke the authentication credentials that you created, and delete the local credential file.

      gcloud auth application-default revoke
    2. Optional: Revoke credentials from the gcloud CLI.

      gcloud auth revoke

    控制台

  19. In the Google Cloud console, go to the Manage resources page.

    Go to Manage resources

  20. In the project list, select the project that you want to delete, and then click Delete.
  21. In the dialog, type the project ID, and then click Shut down to delete the project.
  22. gcloud

    Delete a Google Cloud project:

    gcloud projects delete PROJECT_ID

    後續步驟