Cover Image

Direction-Preserving MIMO Speech Enhancement Using a Neural Covariance Estimator

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Deppisch, Thomas
Format:	Preprint
Published:	2026
Subjects:	Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Direct and Residual Subspace Decomposition of Spatial Room Impulse Responses
by: Deppisch, Thomas, et al.
Published: (2022)

Neural Directed Speech Enhancement with Dual Microphone Array in High Noise Scenario
by: Wen, Wen, et al.
Published: (2024)

Blind Identification of Binaural Room Impulse Responses from Smart Glasses
by: Deppisch, Thomas, et al.
Published: (2024)

Universal Score-based Speech Enhancement with High Content Preservation
by: Scheibler, Robin, et al.
Published: (2024)

FastEnhancer: Speed-Optimized Streaming Neural Speech Enhancement
by: Ahn, Sunghwan, et al.
Published: (2025)

Using Speech Foundational Models in Loss Functions for Hearing Aid Speech Enhancement
by: Sutherland, Robert, et al.
Published: (2024)

Real-time Stereo Speech Enhancement with Spatial-Cue Preservation based on Dual-Path Structure
by: Togami, Masahito, et al.
Published: (2024)

An Investigation on Combining Geometry and Consistency Constraints into Phase Estimation for Speech Enhancement
by: Ho, Chun-Wei, et al.
Published: (2025)

Plugin Speech Enhancement: A Universal Speech Enhancement Framework Inspired by Dynamic Neural Network
by: Chen, Yanan, et al.
Published: (2024)

Spatial-Filter-Bank-Based Neural Method for Multichannel Speech Enhancement
by: Zheng, Tianqin, et al.
Published: (2025)

An Explicit Consistency-Preserving Loss Function for Phase Reconstruction and Speech Enhancement
by: Ku, Pin-Jui, et al.
Published: (2024)

A Variance-Preserving Interpolation Approach for Diffusion Models with Applications to Single Channel Speech Enhancement and Recognition
by: Guo, Zilu, et al.
Published: (2024)

Complex Recurrent Variational Autoencoder with Application to Speech Enhancement
by: Xie, Yuying, et al.
Published: (2022)

Residual Learning for Neural Ambisonics Encoders
by: Deppisch, Thomas, et al.
Published: (2026)

WTFormer: A Wavelet Conformer Network for MIMO Speech Enhancement with Spatial Cues Peservation
by: Han, Lu, et al.
Published: (2025)

Time-Graph Frequency Representation with Singular Value Decomposition for Neural Speech Enhancement
by: Wang, Tingting, et al.
Published: (2024)

Binaural Speech Enhancement Using Deep Complex Convolutional Transformer Networks
by: Tokala, Vikas, et al.
Published: (2024)

Influence of Clean Speech Characteristics on Speech Enhancement Performance
by: Hou, Mingchi, et al.
Published: (2025)

A Semi-spontaneous Dutch Speech Dataset for Speech Enhancement and Speech Recognition
by: de Groot, Dimme, et al.
Published: (2026)

A Lightweight Fourier-based Network for Binaural Speech Enhancement with Spatial Cue Preservation
by: Lu, Xikun, et al.
Published: (2025)

Assessing the Impact of Noise and Speech Enhancement on the Intelligibility of Speech Codecs
by: Behringer, Lyonel, et al.
Published: (2026)

On Speech Pre-emphasis as a Simple and Inexpensive Method to Boost Speech Enhancement
by: López-Espejo, Iván, et al.
Published: (2024)

Data Augmentation for Pathological Speech Enhancement
by: Hou, Mingchi, et al.
Published: (2026)

Schrödinger Bridge for Generative Speech Enhancement
by: Jukić, Ante, et al.
Published: (2024)

SELM: Speech Enhancement Using Discrete Tokens and Language Models
by: Wang, Ziqian, et al.
Published: (2023)

Binaural Speech Enhancement Using Complex Convolutional Recurrent Networks
by: Tokala, Vikas, et al.
Published: (2025)

Exploiting Consistency-Preserving Loss and Perceptual Contrast Stretching to Boost SSL-based Speech Enhancement
by: Khan, Muhammad Salman, et al.
Published: (2024)

Hybrid Real- And Complex-Valued Neural Network Concept For Low-Complexity Phase-Aware Speech Enhancement
by: Fiorio, Luan Vinícius, et al.
Published: (2025)

Speech-Based Estimation of Schizophrenia Severity Using Feature Fusion
by: Premananth, Gowtham, et al.
Published: (2024)

French Listening Tests for the Assessment of Intelligibility, Quality, and Identity of Body-Conducted Speech Enhancement
by: Joubaud, Thomas, et al.
Published: (2025)

AmbiDrop: Array-Agnostic Speech Enhancement Using Ambisonics Encoding and Dropout-Based Learning
by: Tatarjitzky, Michael, et al.
Published: (2025)

Interspeech 2025 URGENT Speech Enhancement Challenge
by: Saijo, Kohei, et al.
Published: (2025)

ProSE: Diffusion Priors for Speech Enhancement
by: Kumar, Sonal, et al.
Published: (2025)

Enhancement of Dysarthric Speech Reconstruction by Contrastive Learning
by: Fatemeh, Keshvari, et al.
Published: (2024)

Do We Need EMA for Diffusion-Based Speech Enhancement? Toward a Magnitude-Preserving Network Architecture
by: Richter, Julius, et al.
Published: (2025)

Neural Directional Filtering Using a Compact Microphone Array
by: Huang, Weilong, et al.
Published: (2025)

On the Importance of Neural Wiener Filter for Resource Efficient Multichannel Speech Enhancement
by: Hsieh, Tsun-An, et al.
Published: (2024)

Hallucination in Perceptual Metric-Driven Speech Enhancement Networks
by: Close, George, et al.
Published: (2024)

Egonoise Resilient Source Localization and Speech Enhancement for Drones Using a Hybrid Model and Learning-Based Approach
by: Wu, Yihsuan, et al.
Published: (2025)

Anonymization, Not Elimination: Utility-Preserved Speech Anonymization
by: Xiao, Yunchong, et al.
Published: (2026)