DeepFilterGAN: A Full-band Real-time Speech Enhancement System with GAN-based Stochastic Regeneration
Fuente:
arXiv
Saved in:
| Main Authors: | Serbest, Sanberk, Stojkovic, Tijana, Cernak, Milos, Harper, Andrew |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multi-Channel MOSRA: Mean Opinion Score and Room Acoustics Estimation Using Simulated Data and a Teacher Model
by: Coldenhoff, Jozef, et al.
Published: (2023)
by: Coldenhoff, Jozef, et al.
Published: (2023)
JenGAN: Stacked Shifted Filters in GAN-Based Speech Synthesis
by: Cho, Hyunjae, et al.
Published: (2024)
by: Cho, Hyunjae, et al.
Published: (2024)
GAN-Based Speech Enhancement for Low SNR Using Latent Feature Conditioning
by: Shetu, Shrishti Saha, et al.
Published: (2024)
by: Shetu, Shrishti Saha, et al.
Published: (2024)
Model as Loss: A Self-Consistent Training Paradigm
by: Phaye, Saisamarth Rajesh, et al.
Published: (2025)
by: Phaye, Saisamarth Rajesh, et al.
Published: (2025)
SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis
by: Baoueb, Teysir, et al.
Published: (2024)
by: Baoueb, Teysir, et al.
Published: (2024)
Diffusion-based Speech Enhancement with Schrödinger Bridge and Symmetric Noise Schedule
by: Wang, Siyi, et al.
Published: (2024)
by: Wang, Siyi, et al.
Published: (2024)
FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement
by: Hao, Xiang, et al.
Published: (2020)
by: Hao, Xiang, et al.
Published: (2020)
LiSenNet: Lightweight Sub-band and Dual-Path Modeling for Real-Time Speech Enhancement
by: Yan, Haoyin, et al.
Published: (2024)
by: Yan, Haoyin, et al.
Published: (2024)
StreamMark: A Deep Learning-Based Semi-Fragile Audio Watermarking for Proactive Deepfake Detection
by: Liu, Zhentao, et al.
Published: (2026)
by: Liu, Zhentao, et al.
Published: (2026)
Low-latency Assistive Audio Enhancement for Neurodivergent People
by: Popescu, Alexander, et al.
Published: (2025)
by: Popescu, Alexander, et al.
Published: (2025)
QHARMA-GAN: Quasi-Harmonic Neural Vocoder based on Autoregressive Moving Average Model
by: Chen, Shaowen, et al.
Published: (2025)
by: Chen, Shaowen, et al.
Published: (2025)
Microphone Array Signal Processing and Deep Learning for Speech Enhancement
by: Haeb-Umbach, Reinhold, et al.
Published: (2025)
by: Haeb-Umbach, Reinhold, et al.
Published: (2025)
Speech Enhancement based on cascaded two flows
by: Lee, Seonggyu, et al.
Published: (2025)
by: Lee, Seonggyu, et al.
Published: (2025)
FUN-SSL: Full-band Layer Followed by U-Net with Narrow-band Layers for Multiple Moving Sound Source Localization
by: Choi, Yuseon, et al.
Published: (2025)
by: Choi, Yuseon, et al.
Published: (2025)
PLDNet: PLD-Guided Lightweight Deep Network Boosted by Efficient Attention for Handheld Dual-Microphone Speech Enhancement
by: Zhou, Nan, et al.
Published: (2024)
by: Zhou, Nan, et al.
Published: (2024)
FlowSE: Flow Matching-based Speech Enhancement
by: Lee, Seonggyu, et al.
Published: (2025)
by: Lee, Seonggyu, et al.
Published: (2025)
USDnet: Unsupervised Speech Dereverberation via Neural Forward Filtering
by: Wang, Zhong-Qiu
Published: (2024)
by: Wang, Zhong-Qiu
Published: (2024)
SELM: Speech Enhancement Using Discrete Tokens and Language Models
by: Wang, Ziqian, et al.
Published: (2023)
by: Wang, Ziqian, et al.
Published: (2023)
Binaural Speech Enhancement Using Complex Convolutional Recurrent Networks
by: Tokala, Vikas, et al.
Published: (2025)
by: Tokala, Vikas, et al.
Published: (2025)
DeFTAN-II: Efficient Multichannel Speech Enhancement with Subgroup Processing
by: Lee, Dongheon, et al.
Published: (2023)
by: Lee, Dongheon, et al.
Published: (2023)
FlowSE: Efficient and High-Quality Speech Enhancement via Flow Matching
by: Wang, Ziqian, et al.
Published: (2025)
by: Wang, Ziqian, et al.
Published: (2025)
HyBeam: Hybrid Microphone-Beamforming Array-Agnostic Speech Enhancement for Wearables
by: Ilan, Yuval Bar, et al.
Published: (2025)
by: Ilan, Yuval Bar, et al.
Published: (2025)
Leveraging Discriminative Latent Representations for Conditioning GAN-Based Speech Enhancement
by: Shetu, Shrishti Saha, et al.
Published: (2025)
by: Shetu, Shrishti Saha, et al.
Published: (2025)
Zero-Bit Transmission of Adaptive Pre- and De-emphasis Filters for Speech and Audio Coding
by: Piralideh, Niloofar Omidi, et al.
Published: (2024)
by: Piralideh, Niloofar Omidi, et al.
Published: (2024)
Unsupervised Face-Masked Speech Enhancement Using Generative Adversarial Networks With Human-in-the-Loop Assessment Metrics
by: Wang, Syu-Siang, et al.
Published: (2024)
by: Wang, Syu-Siang, et al.
Published: (2024)
Toward Universal Speech Enhancement for Diverse Input Conditions
by: Zhang, Wangyou, et al.
Published: (2023)
by: Zhang, Wangyou, et al.
Published: (2023)
SuperM2M: Supervised and Mixture-to-Mixture Co-Learning for Speech Enhancement and Noise-Robust ASR
by: Wang, Zhong-Qiu
Published: (2024)
by: Wang, Zhong-Qiu
Published: (2024)
Differentiable Time-Varying IIR Filtering for Real-Time Speech Denoising
by: Rota, Riccardo, et al.
Published: (2026)
by: Rota, Riccardo, et al.
Published: (2026)
Bridging the Gap: Integrating Pre-trained Speech Enhancement and Recognition Models for Robust Speech Recognition
by: Wang, Kuan-Chen, et al.
Published: (2024)
by: Wang, Kuan-Chen, et al.
Published: (2024)
Lessons Learned from the URGENT 2024 Speech Enhancement Challenge
by: Zhang, Wangyou, et al.
Published: (2025)
by: Zhang, Wangyou, et al.
Published: (2025)
Generic Speech Enhancement with Self-Supervised Representation Space Loss
by: Sato, Hiroshi, et al.
Published: (2025)
by: Sato, Hiroshi, et al.
Published: (2025)
Contrastive Knowledge Distillation for Embedding Refinement in Personalized Speech Enhancement
by: Serre, Thomas, et al.
Published: (2026)
by: Serre, Thomas, et al.
Published: (2026)
Semi-intrusive audio evaluation: Casting non-intrusive assessment as a multi-modal text prediction task
by: Coldenhoff, Jozef, et al.
Published: (2024)
by: Coldenhoff, Jozef, et al.
Published: (2024)
FlexIO: Flexible Single- and Multi-Channel Speech Separation and Enhancement
by: Masuyama, Yoshiki, et al.
Published: (2025)
by: Masuyama, Yoshiki, et al.
Published: (2025)
Calibration-Reasoning Framework for Descriptive Speech Quality Assessment
by: Kostenok, Elizaveta, et al.
Published: (2026)
by: Kostenok, Elizaveta, et al.
Published: (2026)
Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for Full-band Speech Restoration with Improved Intelligibility
by: Liu, Xiaoyu, et al.
Published: (2024)
by: Liu, Xiaoyu, et al.
Published: (2024)
A Generalized Weighted Overlap-Add (WOLA) Filter Bank for Improved Subband System Identification
by: Sharma, Mohit, et al.
Published: (2025)
by: Sharma, Mohit, et al.
Published: (2025)
SpeechMLC: Speech Multi-label Classification
by: Kim, Miseul, et al.
Published: (2025)
by: Kim, Miseul, et al.
Published: (2025)
Mel-McNet: A Mel-Scale Framework for Online Multichannel Speech Enhancement
by: Yang, Yujie, et al.
Published: (2025)
by: Yang, Yujie, et al.
Published: (2025)
Cyclic Multichannel Wiener Filter for Acoustic Beamforming
by: Bologni, Giovanni, et al.
Published: (2025)
by: Bologni, Giovanni, et al.
Published: (2025)
Similar Items
-
Multi-Channel MOSRA: Mean Opinion Score and Room Acoustics Estimation Using Simulated Data and a Teacher Model
by: Coldenhoff, Jozef, et al.
Published: (2023) -
JenGAN: Stacked Shifted Filters in GAN-Based Speech Synthesis
by: Cho, Hyunjae, et al.
Published: (2024) -
GAN-Based Speech Enhancement for Low SNR Using Latent Feature Conditioning
by: Shetu, Shrishti Saha, et al.
Published: (2024) -
Model as Loss: A Self-Consistent Training Paradigm
by: Phaye, Saisamarth Rajesh, et al.
Published: (2025) -
SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis
by: Baoueb, Teysir, et al.
Published: (2024)