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cs.SD2024
AxLSTMs: learning self-supervised audio representations with xLSTMs
Sarthak Yadav, Sergios Theodoridis, Zheng-Hua Tan
While the transformer has emerged as the eminent neural architecture, several independent lines of research have emerged to address its limitations. Recurrent neural approaches hav…
cs.SD2024
Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations
Sarthak Yadav, Zheng-Hua Tan
Despite its widespread adoption as the prominent neural architecture, the Transformer has spurred several independent lines of work to address its limitations. One such approach is…
cs.DS2024
On Permutation Selectors and their Applications in Ad-Hoc Radio Networks Protocols
Jordan Kuschner, Yugarshi Shashwat, Sarthak Yadav +1
Selective families of sets, or selectors, are combinatorial tools used to "isolate" individual members of sets from some set family. Given a set and an element , to iso…