Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Speaker Verification in Emotional Talking Environments based on
  Three-Stage Framework   This work is dedicated to introducing, executing, and assessing a three-stage
speaker verification framework to enhance the degraded speaker verification
performance in emotional talking environments. Our framework is comprised of
three cascaded stages: gender identification stage followed by an emotion
identification stage followed by a speaker verification stage. The proposed
framework has been assessed on two distinct and independent emotional speech
datasets: our collected dataset and Emotional Prosody Speech and Transcripts
dataset. Our results demonstrate that speaker verification based on both gender
cues and emotion cues is superior to each of speaker verification based on
gender cues only, emotion cues only, and neither gender cues nor emotion cues.
The achieved average speaker verification performance based on the suggested
methodology is very similar to that attained in subjective assessment by human
listeners.

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The categories of this paper are: quant-ph
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The categories of this paper are: cmp-lg
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The categories of this paper are: q-alg
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The categories of this paper are: stat
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The categories of this paper are: chao-dyn
3
The categories of this paper are: physics
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The categories of this paper are: acc-phys
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The categories of this paper are: comp-gas
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The categories of this paper are: adap-org
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The categories of this paper are: solv-int
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The categories of this paper are: econ
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The categories of this paper are: nucl-ex
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The categories of this paper are: hep-th
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The categories of this paper are: math-ph
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The categories of this paper are: plasm-ph
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The categories of this paper are: hep-ex