Ron Aluf

GS-Codec: A Gaussian-Splatting Bottleneck for Neural Audio Coding

Neural audio codecs compress waveforms into compact discrete tokens that underpin speech language models, real-time communication, and large-scale audio storage. Almost every dominant design, including residual vector quantization, finite scalar quantization, and single-codebook variants, follows the VQ-VAE template by...