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AI-102 Exam - Question 146


DRAG DROP

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You are building a transcription service for technical podcasts.

Testing reveals that the service fails to transcribe technical terms accurately.

You need to improve the accuracy of the service.

Which five actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

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zellck
Jul 1, 2023

1. Create Custom Speech project 2. Create speech-to-text model 3. Upload training datasets 4. Train model 5. Deploy model

zellck
Jul 1, 2023

https://learn.microsoft.com/en-us/azure/cognitive-services/speech-service/custom-speech-overview#how-does-it-work With Custom Speech, you can upload your own data, test and train a custom model, compare accuracy between models, and deploy a model to a custom endpoint. - Create a project and choose a model. Use a Speech resource that you create in the Azure portal. If you will train a custom model with audio data, choose a Speech resource region with dedicated hardware for training audio data. - Upload test data. Upload test data to evaluate the speech to text offering for your applications, tools, and products. - Train a model. Provide written transcripts and related text, along with the corresponding audio data. Testing a model before and after training is optional but recommended. - Deploy a model. Once you're satisfied with the test results, deploy the model to a custom endpoint. With the exception of batch transcription, you must deploy a custom endpoint to use a Custom Speech model.

rdemontis
Nov 5, 2023

thanks for the provided references

973b658
Jun 11, 2023

It is true.

f2c587e
Mar 29, 2024

1. Create a Custom Voice Project 2. Create a speech-to-text model 3. Upload Training Datasets 4. Training Model 5. Implementation model

omankoman
May 29, 2024

1. Create Custom Speech project 2. Create speech-to-text model 3. Upload training datasets 4. Train model 5. Deploy model

rdemontis
Nov 5, 2023

correct answer

f2c587e
Mar 29, 2024

According to the answer, then data should not be uploaded to train the model? Seriously? So how do you plan to train yourself if they're supposed to be technical words. I agree with zellck

krzkrzkra
Jul 15, 2024

1. Create Custom Speech project 2. Create speech-to-text model 3. Upload training datasets 4. Train model 5. Deploy model