From the 1 of 3 linked papers with an AI index.
3 papers
cs.SD2026
Investigating Codec-Internal Latent Audio Watermarking for Neural Codec Robustness
Zi Hu, Houmin Sun, Linxi Li +4
Neural audio codecs are challenging transformations for audio watermarking because they re-encode, quantize, and resynthesize speech. This paper investigates continuous latent-spac…
cs.SD2026
Making Separation-First Multi-Stream Audio Watermarking Feasible via Joint Training
Houmin Sun, Zi Hu, Linxi Li +4
The paper introduces a joint training method that combines audio watermarking with source separation, allowing distinct watermarks to be embedded in individual stems and reliably r…
eess.AS2026
DTT-BSR: GAN-based DTTNet with RoPE Transformer Enhancement for Music Source Restoration
Shihong Tan, Haoyu Wang, Youran Ni +8
Music source restoration (MSR) aims to recover unprocessed stems from mixed and mastered recordings. The challenge lies in both separating overlapping sources and reconstructing si…