most citedEnhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders

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cs.SD2026

DirectAudioEdit: Inversion-Free Text-Guided Audio Editing via Diffusion Prediction Contrast

Zhengkun Ge, Xiaoqian Liu, Haoran Zhang +5

Text-guided audio editing aims to modify the language-specified acoustic content while preserving edit-irrelevant source components. Existing training-free methods typically rely o…

cs.SD2025

M-CIF: Multi-Scale Alignment For CIF-Based Non-Autoregressive ASR

Ruixiang Mao, Xiangnan Ma, Qing Yang +7

The Continuous Integrate-and-Fire (CIF) mechanism provides effective alignment for non-autoregressive (NAR) speech recognition. This mechanism creates a smooth and monotonic mappin…