Wenxiang Guo

2 articles on SOTA Papers

Electrical Engineering

FOA Tokens Improve Spatial Audio Reasoning Without Replacing Audio Encoders

A parallel FOA encoder adds spatial latents to Omni LLMs, raising Qwen3-Omni's MMAU-Pro spatial score by 9.50 points while retaining general-audio performance.

eess.AS
Sep 9, 20264 min2606.10738 Code available
Electrical Engineering

Qwen Audio VAE Compresses Audio Without Bottlenecking Training

A 12.5 Hz continuous latent with encoder pruning cuts 64×30 s encoding latency from 1957 ms to 541 ms.

eess.AS
Jul 28, 20265 min2607.11738