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Fan Fan

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Preprint Oct 2026

AnyEdit: A Unified Framework for Speech and Singing Voice Editing with Real-World Environmental Consistency

We present AnyEdit, a unified, separation-free framework for speech and singing voice editing that preserves real-world acoustic environments, including noise, reverberation, and background music. Recent unified generative models already achieve strong speech and singing generation in clean conditions, but real-world v...

Yun-Jia Zhang, Ju-Nan Zhang, Jing Yang et al. · 0 citations
Preprint Aug 2026

Diff-Symbo: Text-Controlled Long-Duration Symbolic Music Generation Using Autoregressive Latent Diffusion Model

Diff-Symbo is presented, an innovative method that uses latent diffusion model (LDM) to generate high-quality, diverse and long-duration symbolic music and improves the duration and the compositional consistency of music generation through an autoregressive approach.

Zhi-Wei Lin, Jun Chen, Bo-Shi Tang et al. · 0 citations
Preprint Aug 2026

P-MUSE: Prompt-MIDI-Optional Model for Unified Instrumental Music Synthesis and Editing

MIDI-to-Music system renders the melody and rhythm of a target MIDI sequence into musical segment while cloning instrument timbre from a prompt recording. Existing systems typically adopt one of two distinct paradigms: conditional generation with prompt audio alone, which remains applicable when aligned prompt MIDI is...

Chong Jing, Junan Zhang, Jing Yang et al. · 0 citations

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