Title:
The Symbiosis of DSP and Speech Recognition or an Outsider's View of the Inside
Abstract:
From an historical review of how we got to where we are
now, we discuss the interrelationship between our system
design objectives and goals, our modeling of the speech signal and its generation and parameterization, and the broadly
developing DSP methodology. We take a critical look at
some of the underlying assumptions in our modeling to see
if they may be limiting the performance that can be obtained
with ASR systems. We close with some open questions and
challenges for new work.
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