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Xue-Rui Yang

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Review Oct 2026

HMU-Bench: Hierarchical Music Understanding Benchmark for Omni Models

HMU-Bench, a bilingual benchmark with notation and audio components, is introduced, a bilingual benchmark with notation and audio components that motivates separate modality reporting and event-level checks for symbolic outputs.

Zhe-Qi Dai, Bo-Yang Wang, Zhi-Yue Wu 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 Music Technical Report

This work introduces StepAudio 3 Music, a large-scale, long-form music generation model that supports explicit musical planning and open-domain text-controlled generation, and achieves the highest AudioBox Content Enjoyment, Content Usefulness, and Production Quality scores and the highest MuQ-MuLan similarity among th...

Chengli Feng, Zhi-Yue Wu, Jia-Hao Song et al. · 1 citation
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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