In an end-to-end speech recognition system, what goes in and what comes out?

A speech-to-text transcript is a rich output because it can contain many words rather than a single number.

Speech Recognition Inputs

Match each item in an end-to-end speech system to what it represents.

Order the checks for deciding whether a problem fits direct end-to-end learning with rich outputs.

What trend does modern deep learning show for end-to-end systems with complex outputs?

End-to-end learning can sometimes map inputs directly to complex outputs such as transcripts, masks, or other structured labels when suitable labeled pairs are available.

End-to-end systems that produce rich outputs are an _____ direction in deep learning.

Match each output example to whether it is a rich output or a single-number output.

Put the stages of an end-to-end speech recognizer into the correct order.

Why Speech-to-Text Is a Rich-Output Task

Transcribing Spoken Notes and the Data Needed for End-to-End Training

Input and Output in a Speech-to-Text System