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01/30/2023
SingSong: Generating musical accompaniments from singing
We present SingSong, a system that generates instrumental music to accom...
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01/26/2023
MusicLM: Generating Music From Text
We introduce MusicLM, a model generating high-fidelity music from text d...
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04/14/2022
Streamable Neural Audio Synthesis With Non-Causal Convolutions
Deep learning models are mostly used in an offline inference fashion. Ho...
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11/09/2021
RAVE: A variational autoencoder for fast and high-quality neural audio synthesis
Deep generative models applied to audio have improved by a large margin ...
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08/04/2020
Timbre latent space: exploration and creative aspects
Recent studies show the ability of unsupervised models to learn invertib...
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07/31/2020
Diet deep generative audio models with structured lottery
Deep learning models have provided extremely successful solutions in mos...
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04/12/2019