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Pei-Lin Li

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Preprint Sep 2026

StepAudio 3 Realtime Technical Report

Realtime spoken interaction demands deep reasoning, prompt responses, and fluid turn-taking. We present StepAudio 3 Realtime, an audio-language foundation model organized around a continuous listen-converse-think-act loop. Deep Perception captures rich acoustic cues to interpret user intent, while Seamless Duplex model...

Bin Lin, Bo Zhao, Bo-Yang Zhang et al. · 4 citations
#artificial intelligence Preprint Sep 2026

When Context Misleads: In-context Learning with Jurisdiction in Large Language Models

J-ICL is proposed, a post-training framework that incorporates context validation into the training objective and improves ICLEval and reality accuracy by an average of 5.84 percentage points and reality accuracy by 9.20 points over the corresponding base models.

Pei-Lin Li, Qing-Le Liu, Jun-Yang Feng et al. · 0 citations
Preprint Sep 2026

StepAudio 3 Gen Technical Report

This study introduces StepAudio 3 Gen, a general-purpose audio generation model that supports zero-shot text-to-speech (TTS), voice design, vocal generation, sound effects, music, vibe speech, and mixtures of multiple audio types within a unified framework.

Bin Lin, Bo Zhao, Bo-Yang Wang et al. · 1 citation

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