Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Text-to-speech for the hearing impaired   Text-to-speech (TTS) systems offer the opportunity to compensate for a
hearing loss at the source rather than correcting for it at the receiving end.
This removes limitations such as time constraints for algorithms that amplify a
sound in a hearing aid and can lead to higher speech quality. We propose an
algorithm that restores loudness to normal perception at a high resolution in
time, frequency and level, and embed it in a TTS system that uses Tacotron2 and
WaveGlow to produce individually amplified speech. Subjective evaluations of
speech quality showed that the proposed algorithm led to high-quality audio
with sound quality similar to original or linearly amplified speech but
considerably higher speech intelligibility in noise. Transfer learning led to a
quick adaptation of the produced spectra from original speech to individually
amplified speech, resulted in high speech quality and intelligibility, and thus
gives us a way to train an individual TTS system efficiently.

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The categories of this paper are: q-bio
31
The categories of this paper are: ao-sci
23
The categories of this paper are: solv-int
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The categories of this paper are: nucl-th
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The categories of this paper are: cond-mat
30
The categories of this paper are: q-alg
15
The categories of this paper are: nucl-ex
32
The categories of this paper are: atom-ph
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The categories of this paper are: astro-ph
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The categories of this paper are: patt-sol
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The categories of this paper are: q-fin
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The categories of this paper are: stat
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The categories of this paper are: comp-gas
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The categories of this paper are: bayes-an
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The categories of this paper are: nlin
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The categories of this paper are: math