Author

Xiao-Su Su

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Preprint Oct 2026

VoiceWeaver: Staged Learning of Structured Controls for Expressive Speech and Sound-Event Generation

VoiceWeaver addresses the problem of adding expressive and environmental controls to a speech generator with structured label prefixes and staged emotion-tone-event training in a shared text-audio model, while embedding decorrelation and attribute dropout regularize conditioning.

Xiao-Su Su, Yun Cao, Yi-Ping Ni et al. · 0 citations

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

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