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Author

Tim Fingscheidt

2 papers indexed here

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Preprint Sep 2026

DiffVQE2: An Efficient Low-delay Diffusion Model for Acoustic Echo and Noise Control

Hands-free communication devices and speakerphones are inherently affected by acoustic echo and background noise. To mitigate these impairments, end-to-end discriminatively trained neural networks have emerged as the best-performing approach in research and deployment. While recent advancements in generative methods ha...

Haljan Lugo, Ernst Seidel, Pejman Mowlaee et al. · 0 citations
Preprint Aug 2026

Rethinking Language Model-Based Generative Speech Enhancement in the Latent Space of a Neural Audio Codec

A unified framework covering six popular LM-based generative SE modeling paradigms based on discrete/continuous latent NAC features, and a fine-tuning strategy with auxiliary losses on reconstructed speech to improve both intrusive and non-intrusive metrics is presented.

Yihui Fu, Zhengyang Li, Tim Fingscheidt · 0 citations

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