Corpus ID: 3524525

Efficient Neural Audio Synthesis

@article{Kalchbrenner2018EfficientNA,
  title={Efficient Neural Audio Synthesis},
  author={Nal Kalchbrenner and E. Elsen and K. Simonyan and Seb Noury and Norman Casagrande and Edward Lockhart and Florian Stimberg and A. Oord and S. Dieleman and K. Kavukcuoglu},
  journal={ArXiv},
  year={2018},
  volume={abs/1802.08435}
}
  • Nal Kalchbrenner, E. Elsen, +7 authors K. Kavukcuoglu
  • Published 2018
  • Computer Science, Engineering
  • ArXiv
  • Sequential models achieve state-of-the-art results in audio, visual and textual domains with respect to both estimating the data distribution and generating high-quality samples. [...] Key Method We first describe a single-layer recurrent neural network, the WaveRNN, with a dual softmax layer that matches the quality of the state-of-the-art WaveNet model. The compact form of the network makes it possible to generate 24kHz 16-bit audio 4x faster than real time on a GPU.Expand Abstract
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