3 papers
cs.CL2025
SAGE: Spliced-Audio Generated Data for Enhancing Foundational Models in Low-Resource Arabic-English Code-Switched Speech Recognition
Muhammad Umar Farooq, Oscar Saz
This paper investigates the performance of various speech SSL models on dialectal Arabic (DA) and Arabic-English code-switched (CS) speech. To address data scarcity, a modified aud…
cs.NI2025
PREAMBLE and IMRECEIVING for Improved Large Message Handling in libp2p GossipSub
Muhammad Umar Farooq, Daniel Kaiser
Large message transmissions in libp2p GossipSub lead to longer than expected network-wide message dissemination times and very high bandwidth utilization. This article identifies k…
cs.NI2025
Staggering and Fragmentation for Improved Large Message Handling in libp2p GossipSub
Muhammad Umar Farooq, Tanguy Cizain, Daniel Kaiser
The libp2p GossipSub protocol leverages a full-message mesh with a lower node degree and a more densely connected metadata-only (gossip) mesh. This combination allows an efficient…