SFX Engine Reviews

AudioCraft is the one-stop code base to meet all your generative audio requirements: music, sound effects and compression, after training with raw audio signals. AudioCraft simplifies the design of generative audio models compared to previous work. MusicGen and AudioGen both use a single autoregressive Language Model that operates over streams compressed discrete music representations, i.e. tokens. We present a simple method to leverage the internal structure in parallel streams of tokens. We show that with a single model, and an elegant token interleaving, our approach models audio sequences efficiently, capturing long-term dependencies and allowing for high-quality audio. Our models use the EnCodec neural codec to learn discrete audio tokens based on the raw waveform. EnCodec maps audio signals to one or more parallel streams of discrete tokens.

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