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