Cover Image

BSDB-Net: Band-Split Dual-Branch Network with Selective State Spaces Mechanism for Monaural Speech Enhancement

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fan, Cunhang, Liu, Enrui, Li, Andong, Tao, Jianhua, Zhou, Jian, Li, Jiahao, Zheng, Chengshi, Lv, Zhao
Format:	Preprint
Published:	2024
Subjects:	Sound Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Spatial Reconstructed Local Attention Res2Net with F0 Subband for Fake Speech Detection
by: Fan, Cunhang, et al.
Published: (2023)

Dual-Branch Knowledge Distillation for Noise-Robust Synthetic Speech Detection
by: Fan, Cunhang, et al.
Published: (2023)

Neural Vocoders as Speech Enhancers
by: Li, Andong, et al.
Published: (2025)

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

ZipEnhancer: Dual-Path Down-Up Sampling-based Zipformer for Monaural Speech Enhancement
by: Wang, Haoxu, 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)

DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction
by: Fan, Cunhang, et al.
Published: (2025)

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

LiSenNet: Lightweight Sub-band and Dual-Path Modeling for Real-Time Speech Enhancement
by: Yan, Haoyin, 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)

Spectral Masking with Explicit Time-Context Windowing for Neural Network-Based Monaural Speech Enhancement
by: Fiorio, Luan Vinícius, et al.
Published: (2024)

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

ListenNet: A Lightweight Spatio-Temporal Enhancement Nested Network for Auditory Attention Detection
by: Fan, Cunhang, et al.
Published: (2025)

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection
by: Fu, Ruibo, et al.
Published: (2025)

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

RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection
by: Chen, Yujie, et al.
Published: (2024)

Frequency-mix Knowledge Distillation for Fake Speech Detection
by: Fan, Cunhang, et al.
Published: (2024)

NaturalL2S: End-to-End High-quality Multispeaker Lip-to-Speech Synthesis with Differential Digital Signal Processing
by: Liang, Yifan, et al.
Published: (2025)

Improving Speech Enhancement by Integrating Inter-Channel and Band Features with Dual-branch Conformer
by: Li, Jizhen, et al.
Published: (2024)

From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models
by: Mu, Zhaoxi, et al.
Published: (2025)

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

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

DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection
by: Yan, Sheng, 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)

Selective State Space Model for Monaural Speech Enhancement
by: Chen, Moran, et al.
Published: (2024)

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

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

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

Dynamic Frequency-Adaptive Knowledge Distillation for Speech Enhancement
by: Yuan, Xihao, et al.
Published: (2025)

Improving Speech Enhancement by Cross- and Sub-band Processing with State Space Model
by: Li, Jizhen, et al.
Published: (2025)

Dual-View Predictive Diffusion: Lightweight Speech Enhancement via Spectrogram-Image Synergy
by: Xue, Ke, et al.
Published: (2026)

SSM2Mel: State Space Model to Reconstruct Mel Spectrogram from the EEG
by: Fan, Cunhang, et al.
Published: (2025)

GOAT-TTS: Expressive and Realistic Speech Generation via A Dual-Branch LLM
by: Song, Yaodong, et al.
Published: (2025)

LMFCA-Net: A Lightweight Model for Multi-Channel Speech Enhancement with Efficient Narrow-Band and Cross-Band Attention
by: Zhang, Yaokai, et al.
Published: (2025)

SMRU: Split-and-Merge Recurrent-based UNet for Acoustic Echo Cancellation and Noise Suppression
by: Sun, Zhihang, et al.
Published: (2024)

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

Distinguishing Neural Speech Synthesis Models Through Fingerprints in Speech Waveforms
by: Zhang, Chu Yuan, et al.
Published: (2023)

Towards Ultra-Low-Power Neuromorphic Speech Enhancement with Spiking-FullSubNet
by: Hao, Xiang, et al.
Published: (2024)

Geometry-Constrained EEG Channel Selection for Brain-Assisted Speech Enhancement
by: Zuo, Keying, et al.
Published: (2024)