Snis896mp4 Upd

Recent advances in have demonstrated that data‑driven analysis‑synthesis networks can surpass classical codecs in the ULBR regime. However, most NVC proposals suffer from:

The remainder of the paper is organized as follows. Section 2 reviews related work. Section 3 details the SNIS‑896 architecture and its integration with MP4. Section 4 describes the training methodology and dataset preparation. Section 5 presents quantitative and qualitative results. Section 6 discusses limitations and future extensions. Finally, Section 7 concludes the paper. snis896mp4