You're reading from AWS Certified Machine Learning - Specialty (MLS-C01) Certification Guide - Second Edition

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Published inFeb 2024

PublisherPackt

ISBN-139781835082201

Edition2nd Edition

Concepts

Machine Learning

Authors (2):

Somanath Nanda

Weslley Moura

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Speech to text with Amazon Transcribe

In the previous section, you learned about text to speech. In this section, you will learn about speech to text and the service that provides it: Amazon Transcribe. It is an automatic speech recognition service that uses pre-trained deep learning models, which means that you do not have to train on petabytes of data to produce a model; Amazon does this for us. You just have to use the APIs that are available to transcribe audio files or video files; it supports a number of different languages and custom vocabulary too. Accuracy is the key, and through custom vocabulary, you can enhance it based on the desired domain or industry:

Figure 8.10 – Block diagram of Amazon Transcribe’s input and output

Some common uses of Amazon Transcribe include the following:

Real-time audio streaming and transcription
Transcripting pre-recorded audio files
Enable text searching from a media file by combining...

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AWS Certified Machine Learning - Specialty (MLS-C01) Certification Guide - Second Edition

Published in: Feb 2024Publisher: PacktISBN-13: 9781835082201

Authors (2)

Somanath Nanda

Somanath has 10 years of working experience in IT industry which includes Prod development, Devops, Design and architect products from end to end. He has also worked at AWS as a Big Data Engineer for about 2 years.
Read more about Somanath Nanda

Weslley Moura

Weslley Moura has been developing data products for the past decade. At his recent roles, he has been influencing data strategy and leading data teams into the urban logistics and blockchain industries.
Read more about Weslley Moura

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Authors (2)

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