TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and Enhancement

International Workshop on Acoustic Signal Enhancement (IWAENC), 2024

6 August 2024

Kohei Saijo

Gordon Wichern

François G. Germain

Zexu Pan

Jonathan Le Roux

ArXiv (abs)PDF HTML Github (123★)

Papers citing "TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and Enhancement"

16 / 16 papers shown

Is Phase Really Needed for Weakly-Supervised Dereverberation ?

20 Nov 2025

FlexIO: Flexible Single- and Multi-Channel Speech Separation and Enhancement

196

24 Oct 2025

The silence of the weights: a structural pruning strategy for attention-based audio signal architectures with second order metrics

121

30 Sep 2025

Source Separation for A Cappella Music

Luca A. Lanzendörfer

Constantin Pinkl

Florian Grötschla

249

30 Sep 2025

Unsupervised Single-Channel Speech Separation with a Diffusion Prior under Speaker-Embedding Guidance

111

29 Sep 2025

TISDiSS: A Training-Time and Inference-Time Scalable Framework for Discriminative Source Separation

427

19 Sep 2025

FLASepformer: Efficient Speech Separation with Gated Focused Linear Attention Transformer

158

27 Aug 2025

A Study of the Scale Invariant Signal to Distortion Ratio in Speech Separation with Noisy References

Simon Dahl Jepsen

M. G. Christensen

Jesper Rindom Jensen

195

20 Aug 2025

U-DREAM: Unsupervised Dereverberation guided by a Reverberation Model

Louis Bahrman

Mathieu Fontaine

Gaël Richard

211

17 Jul 2025

Knowing When to Quit: Probabilistic Early Exits for Speech Separation

Rasmus Malik Høegh Lindrup

Bjørn Sand Jensen

Morten Mørup

UQCV

370

13 Jul 2025

Source Separation by Flow Matching

554

22 May 2025

Listen to Extract: Onset-Prompted Target Speaker Extraction

395

08 May 2025

A Comparative Study on Positional Encoding for Time-frequency Domain Dual-path Transformer-based Source Separation Models

Kohei Saijo

Tetsuji Ogawa

367

28 Apr 2025

ZipEnhancer: Dual-Path Down-Up Sampling-based Zipformer for Monaural Speech EnhancementIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025

Haoxu Wang

Biao Tian

270

10 Jan 2025

Task-Aware Unified Source Separation

327

31 Oct 2024

Leveraging Audio-Only Data for Text-Queried Target Sound ExtractionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024

Jonathan Le Roux

321

20 Sep 2024