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- W4377010126 abstract "We present SoundStorm, a model for efficient, non-autoregressive audio generation. SoundStorm receives as input the semantic tokens of AudioLM, and relies on bidirectional attention and confidence-based parallel decoding to generate the tokens of a neural audio codec. Compared to the autoregressive generation approach of AudioLM, our model produces audio of the same quality and with higher consistency in voice and acoustic conditions, while being two orders of magnitude faster. SoundStorm generates 30 seconds of audio in 0.5 seconds on a TPU-v4. We demonstrate the ability of our model to scale audio generation to longer sequences by synthesizing high-quality, natural dialogue segments, given a transcript annotated with speaker turns and a short prompt with the speakers' voices." @default.
- W4377010126 created "2023-05-19" @default.
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- W4377010126 date "2023-05-16" @default.
- W4377010126 modified "2023-09-29" @default.
- W4377010126 title "SoundStorm: Efficient Parallel Audio Generation" @default.
- W4377010126 doi "https://doi.org/10.48550/arxiv.2305.09636" @default.
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