Speech Enhancement using Sequence Modelling Neural Architectures and Spoken Large Language Models

Kühne, Nikolai Lund (PI)
Tan, Zheng-Hua (Supervisor)
Østergaard, Jan (Supervisor)
Jensen, Jesper (Supervisor)

Status	Active
Effective start/end date	02/09/2024 → 31/08/2028

3 Preprint
1 Article in proceeding
1 Journal article

MambAttention: Mamba With Multi-Head Attention for Generalizable Single-Channel Speech Enhancement
Kühne, N. L., Jensen, J., Østergaard, J. & Tan, Z.-H., 2026, In: IEEE Transactions on Audio, Speech and Language Processing. 34, p. 820-833 14 p.
Research output: Contribution to journal › Journal article › Research › peer-review

Open Access
File
4 Downloads (Pure)
Exploring Resolution-Wise Shared Attention in Hybrid Mamba-U-Nets for Improved Cross-Corpus Speech Enhancement
Kühne, N., Jensen, J., Østergaard, J. & Tan, Z.-H., 2 Oct 2025, arXiv, 5 p.
Research output: Working paper/Preprint › Preprint

Open Access
File
9 Downloads (Pure)
MambAttention: Mamba with Multi-Head Attention for Generalizable Single-Channel Speech Enhancement
Kühne, N., Jensen, J., Østergaard, J. & Tan, Z.-H., 1 Jul 2025, arXiv, 12 p.
Research output: Working paper/Preprint › Preprint

Open Access
File
34 Downloads (Pure)

VB-DemandEx
Nikolai Lund Kühne (Creator), Jesper Jensen (Creator), Jan Østergaard (Creator) & Zheng-Hua Tan (Creator), Hugging Face, 1 Jul 2025
DOI: 10.57967/hf/5907
Dataset