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cs.CL2026
Synthetic-to-Real Code-Switched ASR: A Spontaneous Nepali-English Podcast Benchmark
Firoj Paudel
Nepali-English code-switched conversational speech presents severe challenges for automatic speech recognition (ASR), chiefly through script confusion (inappropriate mixing of Deva…
cs.CL2026
SAGE Celer 2.6 Technical Card
SAGEA Research Team, Basab Jha, Firoj Paudel +8
We introduce SAGE Celer 2.6, the latest in our line of general-purpose Celer models from SAGEA. Celer 2.6 is available in 5B, 10B, and 27B parameter sizes and benefits from extensi…
cs.CL2025
Fragile Mastery: Are Domain-Specific Trade-Offs Undermining On-Device Language Models?
Basab Jha, Firoj Paudel
The application of on-device language models (ODLMs) on resource-constrained edge devices is a multi-dimensional problem that strikes a fine balance between computational effective…