Cover Image

Spectral Masking with Explicit Time-Context Windowing for Neural Network-Based Monaural Speech Enhancement

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fiorio, Luan Vinícius, Karanov, Boris, Defraene, Bruno, David, Johan, van Houtum, Wim, Widdershoven, Frans, Aarts, Ronald M.
Format:	Preprint
Published:	2024
Subjects:	Audio and Speech Processing Sound
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Unsupervised Variational Acoustic Clustering
by: Fiorio, Luan Vinícius, et al.
Published: (2025)

Target Speaker Selection for Neural Network Beamforming in Multi-Speaker Scenarios
by: Fiorio, Luan Vinícius, et al.
Published: (2025)

Clustering of Acoustic Environments with Variational Autoencoders for Hearing Devices
by: Fiorio, Luan Vinícius, et al.
Published: (2025)

Physics-Guided Variational Model for Unsupervised Sound Source Tracking
by: Fiorio, Luan Vinícius, et al.
Published: (2026)

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

Complex-Cycle-Consistent Diffusion Model for Monaural Speech Enhancement
by: Li, Yi, et al.
Published: (2024)

LORT: Locally Refined Convolution and Taylor Transformer for Monaural Speech Enhancement
by: Wang, Junyu, et al.
Published: (2025)

An Empirical Study on the Impact of Positional Encoding in Transformer-based Monaural Speech Enhancement
by: Zhang, Qiquan, et al.
Published: (2024)

FRCRN: Boosting Feature Representation using Frequency Recurrence for Monaural Speech Enhancement
by: Zhao, Shengkui, et al.
Published: (2022)

Mamba-SEUNet: Mamba UNet for Monaural Speech Enhancement
by: Wang, Junyu, et al.
Published: (2024)

ZipEnhancer: Dual-Path Down-Up Sampling-based Zipformer for Monaural Speech Enhancement
by: Wang, Haoxu, et al.
Published: (2025)

Categorical Unsupervised Variational Acoustic Clustering
by: Fiorio, Luan Vinícius, et al.
Published: (2025)

BSDB-Net: Band-Split Dual-Branch Network with Selective State Spaces Mechanism for Monaural Speech Enhancement
by: Fan, Cunhang, et al.
Published: (2024)

Towards Decoupling Frontend Enhancement and Backend Recognition in Monaural Robust ASR
by: Yang, Yufeng, et al.
Published: (2024)

Monaural Speech Enhancement with Complex Convolutional Block Attention Module and Joint Time Frequency Losses
by: Zhao, Shengkui, et al.
Published: (2021)

Spiking Structured State Space Model for Monaural Speech Enhancement
by: Du, Yu, et al.
Published: (2023)

CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement
by: Abdulatif, Sherif, et al.
Published: (2022)

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

Explicit Estimation of Magnitude and Phase Spectra in Parallel for High-Quality Speech Enhancement
by: Lu, Ye-Xin, et al.
Published: (2023)

MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation
by: Zhao, Shengkui, et al.
Published: (2023)

Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement
by: Ren, Wenze, et al.
Published: (2024)

Efficient Speech Enhancement via Embeddings from Pre-trained Generative Audioencoders
by: Sun, Xingwei, et al.
Published: (2025)

Monaural speech enhancement on drone via Adapter based transfer learning
by: Chen, Xingyu, et al.
Published: (2024)

Conditional Latent Diffusion-Based Speech Enhancement Via Dual Context Learning
by: Zhao, Shengkui, et al.
Published: (2025)

Improving Streaming Speech Recognition With Time-Shifted Contextual Attention And Dynamic Right Context Masking
by: Le, Khanh, et al.
Published: (2025)

STSR: High-Fidelity Speech Super-Resolution via Spectral-Transient Context Modeling
by: Yuan, Jiajun, et al.
Published: (2025)

SEF-PNet: Speaker Encoder-Free Personalized Speech Enhancement with Local and Global Contexts Aggregation
by: Huang, Ziling, et al.
Published: (2025)

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

Robust Speech Recognition with Schrödinger Bridge-Based Speech Enhancement
by: Nasretdinov, Rauf, et al.
Published: (2025)

Absorbing Discrete Diffusion for Speech Enhancement
by: Gonzalez, Philippe
Published: (2026)

Advancing Electrolaryngeal Speech Enhancement Through Speech-Text Representation Learning
by: Ma, Ding, et al.
Published: (2026)

Objective and Subjective Evaluation of Diffusion-Based Speech Enhancement for Dysarthric Speech
by: de Groot, Dimme, et al.
Published: (2025)

ICASSP 2026 URGENT Speech Enhancement Challenge
by: Li, Chenda, et al.
Published: (2026)

Investigating Training Objectives for Generative Speech Enhancement
by: Richter, Julius, et al.
Published: (2024)

DISPATCH: Distilling Selective Patches for Speech Enhancement
by: Kim, Dohwan, et al.
Published: (2025)

Geneses: Unified Generative Speech Enhancement and Separation
by: Asai, Kohei, et al.
Published: (2026)

Variational Autoencoder for Personalized Pathological Speech Enhancement
by: Hou, Mingchi, et al.
Published: (2025)

Universal Speech Enhancement with Regression and Generative Mamba
by: Chao, Rong, et al.
Published: (2025)

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

Advanced Zero-Shot Text-to-Speech for Background Removal and Preservation with Controllable Masked Speech Prediction
by: Zhang, Leying, et al.
Published: (2025)