Zineb Lahrichi

S-PRESSO: ULTRA LOW BITRATE SOUND EFFECT COMPRESSION WITH DIFFUSION AUTOENCODERS AND OFFLINE QUANTIZATION

Neural audio compression models have recently achieved extreme compression rates, enabling efficient latent generative modeling. Conversely, latent generative models have been applied to compression, pushing the limits of continuous and discrete approaches. However, existing methods remain constrain…