eess.AS · 2026-07-04 · No. 43

Audio and Speech Processing, 2026-07-04.

1 new papers in eess.AS. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    An Efficient vLLM-Based Inference Pipeline for Unified Audio Understanding and Generation

    Haoran Wang, Jinchuan Tian, Siddhant Arora, Shinji Watanabe

    eess.AS · cs.AI

    While Large Multimodal Models excel in comprehension, high-throughput inference engines lack native support for multimodal generation. This is severe in Speech Language Models, where generating multi-layered audio tokens via decoupled AR+NAR or synchronous Multi-Token Prediction (MTP) with delay-pattern interleaving conflicts with standard single-stream loops. We present a vLLM-based inference pipeline for unified speech understanding and...

    arxiv.org/abs/2607.02119 · PDF

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