End-to-End Speech AI Pipelines

An in-depth explainer of ASR and TTS, the two main components of Speech AI.

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What’s Included in This eBook?

Automatic Speech Recognition (ASR) and Text-To-Speech (TTS) are the two most essential Speech AI technologies. Each of these technological pipelines includes multiple stages, such as data preprocessing, deep learning models, and post-processing. This eBook details what occurs in each of their individual components and how to evaluate the performance of these technologies.

What Is Automatic Speech Recognition?

ASR, also known as speech-to-text, is the process of automatically converting spoken audio into written form.

What Is Text-to-Speech?

TTS, also known as speech synthesis, takes text as an input and generates a human-like synthesized voice.

How is Speech AI being used in Industries?

How Do I Evaluate ASR and TTS?

Metrics, such as word error rate (WER) and mean opinion score (MOS), are used to assess the performance of ASR and TTS pipelines, respectively.

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