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20242026
most citedStep-Audio 2 Technical Report

1 citations · 2 across the 9 of their papers we have counts for

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eess.AS2026

High-Fidelity Song Generation with Joint Discrete and Continuous Modeling

Zheqi Dai, Zhiyue Wu, Ruibin Yuan +5

Generating a full song from lyrics and a style description requires long-range musical planning without sacrificing vocal and instrumental detail. Low-rate discrete semantic tokens…

eess.AS2026

HMU-Bench: Hierarchical Music Understanding Benchmark for Omni Models

Zheqi Dai, Boyang Wang, Zhiyue Wu +6

Music-understanding benchmarks should identify both the evidence available to a model and the operations a correct answer requires. We introduce HMU-Bench, a bilingual benchmark wi…

eess.AS2026

YuE2: Unifying Symbolic and Audio Music Generation at Frontier Quality

Ruibin Yuan, Jiahao Pan, Junyan Jiang +32

Symbolic models make melody, harmony, rhythm, and form explicit but typically stop before a finished recording; audio models produce complete songs while leaving composition implic…

cs.SD2026

StepAudio 3 Realtime Technical Report

Bin Lin, Bo Zhao, Boyang Zhang +87

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…

eess.AS2026

StepAudio 3 Music Technical Report

Chengli Feng, Zhiyue Wu, Jiahao Song +10

We introduce StepAudio 3 Music, a large-scale, long-form music generation model that supports explicit musical planning and open-domain text-controlled generation. The StepAudio Mu…

cs.SD2026

StepAudio 3 Gen Technical Report

Bin Lin, Bo Zhao, Boyang Wang +68

We introduce 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 spee…

eess.AS2026

DuplexSLA: A Full-Duplex Spoken Language Model with Synchronized Speech, Language, and Action

Haoyang Zhang, Jun Chen, Donghang Wu +13

Recent advances in spoken dialogue language models have shifted from turn-based to full-duplex designs, where the model continuously listens to the user while generating responses.…

eess.AS2026

StepAudio 2.5 Technical Report

Bin Lin, Bo Zhao, Boyong Wu +98

Unified audio-language modeling has emerged as a prominent trend in modern speech systems, promising to bring the reasoning capabilities of large language models to auditory tasks.…

cs.SD2026

DSFlow: Dual Supervision and Step-Aware Architecture for One-Step Flow Matching Speech Synthesis

Bin Lin, Peng Yang, Chao Yan +5

Flow-matching models have enabled high-quality text-to-speech synthesis, but their iterative sampling process during inference incurs substantial computational cost. Although disti…