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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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0111 · Sep 201819922001200920182026
2 results for “WaveCycleGAN”
WaveCycleGAN: Synthetic-to-natural speech waveform conversion using cycle-consistent adversarial networkseess.AS

WaveCycleGAN converts synthetic speech to natural speech using cycle-consistent adversarial networks.

problem Over-smoothing effect in synthetic speech, leading to quality degradation.
method Cycle-consistent adversarial networks for waveform-level modification.
result Improves naturalness of generated speech sounds.
WaveCycleGANsynthetic speechnatural speechwaveform conversioncycle-consistent adversarial networks
2018-09-25abs ↗pdf ↗
WaveCycleGAN2: Time-domain Neural Post-filter for Speech Waveform Generationcs.SD

WaveCycleGAN2 improves speech synthesis quality by reducing aliasing.

problem Human ear can still distinguish synthesized speech from natural speech.
method WaveCycleGAN2 uses generators without down/up-sampling modules and combines discriminators from waveform and acoustic parameter domains.
result WaveCycleGAN2 achieves high-quality speech synthesis with comparable mean opinion scores to natural speech.
speech synthesisWaveCycleGAN2aliasing reductionWaveNetWaveGlow
2019-04-05abs ↗pdf ↗