eess.AS · 2026-08-24 · No. 94

Audio and Speech Processing, 2026-08-24.

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

01 — The papers

2 entries
  1. 01

    TurboBias 2.0: Streaming Context-Biasing for Production-Efficient ASR Systems

    Vladimir Bataev, Lilit Grigoryan, Andrei Andrusenko, Nikolay Karpov, Vitaly Lavrukhin, Boris Ginsburg

    eess.AS · cs.AI · cs.CL · cs.LG · cs.SD

    Contextualization is essential for production automatic speech recognition (ASR) systems, where user-provided phrases must be recognized accurately under strict latency constraints. Although many context-biasing methods improve recognition accuracy, they often do not address the practical requirements of modern production ASR systems: streaming inference, efficient batched decoding, user-specific context lists, and low runtime overhead. We...

    arxiv.org/abs/2608.21343 · PDF

  2. 02

    Training DeepFilterNet with Accurate Room Acoustic Simulations Improves Single-Channel Speech Enhancement

    Alessia Milo, Georg Götz, Steinar Guðjónsson, Daniel Gert Nielsen, Jesper Pedersen, Finnur Pind

    eess.AS · cs.LG · physics.comp-ph

    We investigate how the realism of synthetic room impulse response (RIR) datasets affects the training of DeepFilterNet3 for single-channel speech enhancement. We compare a DNS4 image-source-method (ISM) RIR dataset with a higher-acoustic-fidelity dataset generated using hybrid wave-based and geometrical acoustics simulation. Rather than isolating individual simulation factors, we compare complete RIR generation pipelines while keeping the...

    arxiv.org/abs/2608.20971 · PDF

This edition is part of The Daily Abstract — eess.AS archive. Subscribe to receive these in your inbox each morning, automatically translated to Spanish, with reply-to-PDF: arxivdaily.ignorelist.com.

Colophon Set in Georgia, with system sans for interface chrome and a monospaced stack for code and paper identifiers. Sole accent: amber #D99C5E. Built and served on an always-free VM. The masthead is set 14% letterspaced because newspapers do that and it works.