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Researcher profile

Steffen Schneider

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations

    2019 · ArXiv.org

    We propose vq-wav2vec to learn discrete representations of audio segments through a wav2vec-style self-supervised context prediction task. The algorithm uses either a gumbel softmax or online k-means clustering to quantize the dense representations. Discretization enables …

  2. vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations

    2020 · arXiv (Cornell University)

    We propose vq-wav2vec to learn discrete representations of audio segments through a wav2vec-style self-supervised context prediction task. The algorithm uses either a gumbel softmax or online k-means clustering to quantize the dense representations. Discretization enables …