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Jagadeesh Balam

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Preprint Sep 2026

Pushing the Boundaries of Streaming Multi-Speaker ASR: A Systematic Study of Architectural Trade-offs

Streaming multi-speaker ASR is a challenging task that must balance accuracy, latency, and efficiency while handling overlapping speech and maintaining coherent long-context modeling over extended conversations in an online fashion. We present a unified framework that categorizes streaming multi-speaker ASR into four a...

T. Park, I. Medennikov, Kunal Dhawan et al. · 0 citations
#artificial intelligence Preprint Sep 2026

NemotronLabs VoiceChat: An Open Full-duplex Speech-to-Speech Model with Tool Calling Capabilities

The results demonstrate that full-duplex interaction, speech recognition and generation, general language capabilities, and external tool use can be integrated in a single open speech-to-speech model without sacrificing real-time conversational behavior.

Jagadeesh Balam, Travis M. Bartley, Edresson Casanova et al. · 2 citations · ⚡1
Jul 2026

Voice Memory for Agentic Speech Recognition

Voice Memory, a inference-only scheme for agentic speech recognition: at stream time, a frozen corrector reads a single per-domain memory and decides per utterance whether to act on the hypothesis or abstain and keep the 1-best, and transfers across corrector families and adds zero parameters to the inference path.

Chao-Han Huck Yang, Zih-Ching Chen, Piotr Żelasko et al. · 0 citations

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