Steering Deep Non-Linear Spatially Selective Filters for Weakly Guided Extraction of Moving Speakers in Dynamic Scenarios
Fuente:
arXiv
Saved in:
| Main Authors: | Kienegger, Jakob, Gerkmann, Timo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Self-Steering Deep Non-Linear Spatially Selective Filters for Efficient Extraction of Moving Speakers under Weak Guidance
by: Kienegger, Jakob, et al.
Published: (2025)
by: Kienegger, Jakob, et al.
Published: (2025)
Adaptive Rotary Steering with Joint Autoregression for Robust Extraction of Closely Moving Speakers in Dynamic Scenarios
by: Kienegger, Jakob, et al.
Published: (2026)
by: Kienegger, Jakob, et al.
Published: (2026)
Autoregressive Guidance of Deep Spatially Selective Filters using Bayesian Tracking for Efficient Extraction of Moving Speakers
by: Kienegger, Jakob, et al.
Published: (2026)
by: Kienegger, Jakob, et al.
Published: (2026)
Mask-Weighted Spatial Likelihood Coding for Speaker-Independent Joint Localization and Mask Estimation
by: Kienegger, Jakob, et al.
Published: (2024)
by: Kienegger, Jakob, et al.
Published: (2024)
Multi-channel Speech Separation Using Spatially Selective Deep Non-linear Filters
by: Tesch, Kristina, et al.
Published: (2023)
by: Tesch, Kristina, et al.
Published: (2023)
An Analysis of Joint Nonlinear Spatial Filtering for Spatial Aliasing Reduction
by: Mannanova, Alina, et al.
Published: (2025)
by: Mannanova, Alina, et al.
Published: (2025)
Bone-conduction Guided Multimodal Speech Enhancement with Conditional Diffusion Models
by: Khanagha, Sina, et al.
Published: (2026)
by: Khanagha, Sina, et al.
Published: (2026)
An Analysis of the Variance of Diffusion-based Speech Enhancement
by: Lay, Bunlong, et al.
Published: (2024)
by: Lay, Bunlong, et al.
Published: (2024)
Are Modern Speech Enhancement Systems Vulnerable to Adversarial Attacks?
by: Makarov, Rostislav, et al.
Published: (2025)
by: Makarov, Rostislav, et al.
Published: (2025)
Non-intrusive Speech Quality Assessment with Diffusion Models Trained on Clean Speech
by: de Oliveira, Danilo, et al.
Published: (2024)
by: de Oliveira, Danilo, et al.
Published: (2024)
Real-Time Streaming Mel Vocoding with Generative Flow Matching
by: Welker, Simon, et al.
Published: (2025)
by: Welker, Simon, et al.
Published: (2025)
Wind Noise Reduction with a Diffusion-based Stochastic Regeneration Model
by: Lemercier, Jean-Marie, et al.
Published: (2023)
by: Lemercier, Jean-Marie, et al.
Published: (2023)
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation
by: Lemercier, Jean-Marie, et al.
Published: (2022)
by: Lemercier, Jean-Marie, et al.
Published: (2022)
The PESQetarian: On the Relevance of Goodhart's Law for Speech Enhancement
by: de Oliveira, Danilo, et al.
Published: (2024)
by: de Oliveira, Danilo, et al.
Published: (2024)
Diffusion Buffer for Online Generative Speech Enhancement
by: Lay, Bunlong, et al.
Published: (2025)
by: Lay, Bunlong, et al.
Published: (2025)
HRTF Estimation using a Score-based Prior
by: Thuillier, Etienne, et al.
Published: (2024)
by: Thuillier, Etienne, et al.
Published: (2024)
BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models
by: Moliner, Eloi, et al.
Published: (2024)
by: Moliner, Eloi, et al.
Published: (2024)
Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation with Diffusion Models
by: Lemercier, Jean-Marie, et al.
Published: (2024)
by: Lemercier, Jean-Marie, et al.
Published: (2024)
Speech Enhancement and Dereverberation with Diffusion-based Generative Models
by: Richter, Julius, et al.
Published: (2022)
by: Richter, Julius, et al.
Published: (2022)
Diffusion Models for Audio Restoration
by: Lemercier, Jean-Marie, et al.
Published: (2024)
by: Lemercier, Jean-Marie, et al.
Published: (2024)
FlowTSE: Target Speaker Extraction with Flow Matching
by: Navon, Aviv, et al.
Published: (2025)
by: Navon, Aviv, et al.
Published: (2025)
TSELM: Target Speaker Extraction using Discrete Tokens and Language Models
by: Tang, Beilong, et al.
Published: (2024)
by: Tang, Beilong, et al.
Published: (2024)
EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation
by: Richter, Julius, et al.
Published: (2024)
by: Richter, Julius, et al.
Published: (2024)
Single and Few-step Diffusion for Generative Speech Enhancement
by: Lay, Bunlong, et al.
Published: (2023)
by: Lay, Bunlong, et al.
Published: (2023)
Plug-and-Steer: Decoupling Separation and Selection in Audio-Visual Target Speaker Extraction
by: Kwak, Doyeop, et al.
Published: (2026)
by: Kwak, Doyeop, et al.
Published: (2026)
ReverbFX: A Dataset of Room Impulse Responses Derived from Reverb Effect Plugins for Singing Voice Dereverberation
by: Richter, Julius, et al.
Published: (2025)
by: Richter, Julius, et al.
Published: (2025)
Multi-stream Convolutional Neural Network with Frequency Selection for Robust Speaker Verification
by: Yao, Wei, et al.
Published: (2020)
by: Yao, Wei, et al.
Published: (2020)
Dynamic Recognition of Speakers for Consent Management by Contrastive Embedding Replay
by: Shahmansoori, Arash, et al.
Published: (2022)
by: Shahmansoori, Arash, et al.
Published: (2022)
Moving Speaker Separation via Parallel Spectral-Spatial Processing
by: Wang, Yuzhu, et al.
Published: (2026)
by: Wang, Yuzhu, et al.
Published: (2026)
Do We Need EMA for Diffusion-Based Speech Enhancement? Toward a Magnitude-Preserving Network Architecture
by: Richter, Julius, et al.
Published: (2025)
by: Richter, Julius, et al.
Published: (2025)
Investigating Training Objectives for Generative Speech Enhancement
by: Richter, Julius, et al.
Published: (2024)
by: Richter, Julius, et al.
Published: (2024)
Adversarial Speaker Distillation for Countermeasure Model on Automatic Speaker Verification
by: Liao, Yen-Lun, et al.
Published: (2022)
by: Liao, Yen-Lun, et al.
Published: (2022)
Spectron: Target Speaker Extraction using Conditional Transformer with Adversarial Refinement
by: Bandyopadhyay, Tathagata
Published: (2024)
by: Bandyopadhyay, Tathagata
Published: (2024)
HiddenSpeaker: Generate Imperceptible Unlearnable Audios for Speaker Verification System
by: Zhang, Zhisheng, et al.
Published: (2024)
by: Zhang, Zhisheng, et al.
Published: (2024)
Improving Speaker-independent Speech Emotion Recognition Using Dynamic Joint Distribution Adaptation
by: Lu, Cheng, et al.
Published: (2024)
by: Lu, Cheng, et al.
Published: (2024)
MK-SGC-SC: Multiple Kernel Guided Sparse Graph Construction in Spectral Clustering for Unsupervised Speaker Diarization
by: Raghav, Nikhil, et al.
Published: (2026)
by: Raghav, Nikhil, et al.
Published: (2026)
FlowDec: A flow-based full-band general audio codec with high perceptual quality
by: Welker, Simon, et al.
Published: (2025)
by: Welker, Simon, et al.
Published: (2025)
Mitigating Non-Target Speaker Bias in Guided Speaker Embedding
by: Horiguchi, Shota, et al.
Published: (2025)
by: Horiguchi, Shota, et al.
Published: (2025)
$C^2$AV-TSE: Context and Confidence-aware Audio Visual Target Speaker Extraction
by: Wu, Wenxuan, et al.
Published: (2025)
by: Wu, Wenxuan, et al.
Published: (2025)
Beyond Speaker Identity: Text Guided Target Speech Extraction
by: Huo, Mingyue, et al.
Published: (2025)
by: Huo, Mingyue, et al.
Published: (2025)
Similar Items
-
Self-Steering Deep Non-Linear Spatially Selective Filters for Efficient Extraction of Moving Speakers under Weak Guidance
by: Kienegger, Jakob, et al.
Published: (2025) -
Adaptive Rotary Steering with Joint Autoregression for Robust Extraction of Closely Moving Speakers in Dynamic Scenarios
by: Kienegger, Jakob, et al.
Published: (2026) -
Autoregressive Guidance of Deep Spatially Selective Filters using Bayesian Tracking for Efficient Extraction of Moving Speakers
by: Kienegger, Jakob, et al.
Published: (2026) -
Mask-Weighted Spatial Likelihood Coding for Speaker-Independent Joint Localization and Mask Estimation
by: Kienegger, Jakob, et al.
Published: (2024) -
Multi-channel Speech Separation Using Spatially Selective Deep Non-linear Filters
by: Tesch, Kristina, et al.
Published: (2023)