Create ASR pipelines

SambaStudio allows you to create new ASR pipelines that utilize your trained Hubert ASR models. You can use your trained Hubert ASR models to create a new ASR pipeline with diarization (Diarization ASR Pipeline) or without diarization (ASR Pipeline). The process is the same for both workflows. Follow the steps below to create either a new ASR Pipeline or a new Diarization ASR Pipeline.

  1. Click Create new pipeline from the kebob menu (three vertical dots) drop-down of either the model card preview or the detailed model card.

    Create new pipeline from preview
    Figure 1. Create new pipeline from a model card preview
    Create new pipeline from detailed model card
    Figure 2. Create new pipeline from a detailed model card

    1. The Create pipeline model window will open.

  2. In the Create pipeline model window, select your trained Hubert ASR model to replace the default Hubert_ASR model from the drop-down.

    1. We used our trained Hubert_ASR_finetuned_02 model in the example below.

  3. Enter a new name into the Pipeline model name field.

  4. Select either finetuned or pretrained from the Model type drop-down.

  5. The Share settings drop-down provides options for which tenant to share your new pipeline model.

    1. Share with <current-tenant> allows the new model to be shared with the current tenant you are using, identified by its name in the drop-down.

    2. Share with all tenants allows the new model to be shared across all tenants.

  6. Click Save model to save the new ASR pipeline to the Model Hub.

    Create pipeline model window
    Figure 3. Create pipeline model window