Azure Speech Studio taking way too long to train custom model and when does the pricing start?

Ubaid Ghante 0 Reputation points
2024-08-20T13:31:43.6+00:00

I have a 20 KB plain text file with a maximum of 300 lines that I want to use for training. The format is correct, and I’m using the Default Baseline Model 20240327. However, the training process seems stuck—it’s been running for 2-3 hours with no progress updates, and there’s nothing reflected in the cost report.

I can open Speech Studio, create a dataset, and put a model to train, so I should have all the permissions right?

For context, I have the following roles assigned to the resource group:

  • Cognitive Services User
  • Cognitive Services Speech Contributor
  • Cognitive Services Speech User

Here are my questions:

  1. How long should it typically take to fine-tune with a 20 KB dataset?
  2. Am I incurring any costs during preprocessing steps, such as model loading or network delays?
  3. Could I be missing something, like additional roles or access permissions?
Azure AI Speech
Azure AI Speech
An Azure service that integrates speech processing into apps and services.
1,671 questions
Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,844 questions
Azure Cost Management
Azure Cost Management
A Microsoft offering that enables tracking of cloud usage and expenditures for Azure and other cloud providers.
2,500 questions
{count} votes

Your answer

Answers can be marked as Accepted Answers by the question author, which helps users to know the answer solved the author's problem.