streaming-asr

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#streaming-asr

Edge0/Audio8-ASR-Infinite

Hugging Face Models Trending ↗ · 2026-09-21 Cached

Audio8 ASR Infinite is a native streaming speech recognition model with selectable audio clock and configurable transcription delay, supporting unlimited-length audio transcription without drifting.

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#streaming-asr

@NetEaseYouDaoAI: Most streaming ASR gives you text fast. R2T2 gives you text you can act on. We’re open-sourcing Confucius4-R2T2, a 1.7B…

X AI KOLs Following ↗ · 2026-09-17 Cached

NetEase Youdao AI is open-sourcing Confucius4-R2T2, a 1.7B frontier real-time streaming ASR model designed for voice agents, featuring low latency, high accuracy, and configurable decoding chunks.

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#streaming-asr

X2-Turn: Frame-Synchronous Dual-Head Modeling for Joint Streaming ASR and Turn State Prediction

arXiv cs.CL ↗ · 2026-08-12 Cached

This paper introduces X2-Turn, a frame-synchronous dual-head model that jointly performs streaming ASR and turn state prediction on shared representations, improving turn-taking accuracy and latency in spoken dialogue systems.

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From a Multilingual Streaming ASR Backbone to Kenyan-Language Systems: Data-Centric Adaptation of Nemotron 3.5 for Kikuyu, Dholuo, and Kalenjin

arXiv cs.CL ↗ · 2026-07-22 Cached

This paper presents an engineering study adapting NVIDIA Nemotron 3.5 ASR Streaming 0.6B to Kikuyu, Dholuo, and Kalenjin, achieving 42.97% and 33.98% WER on internal sets for Kikuyu and Dholuo, respectively, through data-centric techniques including corpus auditing, normalization, and streaming evaluation.

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Data Scale, Not Latency, Shapes Cross-Lingual Encoder Transfer in Streaming ASR

arXiv cs.AI ↗ · 2026-06-24 Cached

This paper investigates the impact of data scale versus latency on cross-lingual transfer for streaming ASR, finding that multilingual initialization benefits are data-limited, not latency-limited, and diminish as target-language data increases.

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Efficient Punctuation Restoration via Weighted Lookahead Scoring Method for Streaming ASR Systems

arXiv cs.CL ↗ · 2026-06-05 Cached

Proposes a non-autoregressive scoring method for punctuation restoration in streaming ASR that preserves the input transcript and outperforms prompt-based and fine-tuned baselines under a limited lookahead budget.

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#streaming-asr

Real-time multilingual ASR using rolling buffers and monolingual models [P]

Reddit r/MachineLearning ↗ · 2026-06-01

A routing-based approach for real-time multilingual ASR that uses smaller monolingual models with a rollback mechanism to handle language switches, achieving ~13% WER on inter-utterance code-switching and open-sourcing the system.

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