most citedSamba-ASR: State-Of-The-Art Speech Recognition Leveraging Structured State-Space Models

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cs.CL2025★ 1 cited

Samba-ASR: State-Of-The-Art Speech Recognition Leveraging Structured State-Space Models

Syed Abdul Gaffar Shakhadri, Kruthika KR, Kartik Basavaraj Angadi

We propose Samba ASR,the first state of the art Automatic Speech Recognition(ASR)model leveraging the novel Mamba architecture as both encoder and decoder,built on the foundation o…

cs.CL2024

SHAKTI: A 2.5 Billion Parameter Small Language Model Optimized for Edge AI and Low-Resource Environments

Syed Abdul Gaffar Shakhadri, Kruthika KR, Rakshit Aralimatti

We introduce Shakti, a 2.5 billion parameter language model specifically optimized for resource-constrained environments such as edge devices, including smartphones, wearables, and…