aTENNuate: Optimized Real-time Speech Enhancement with Deep SSMs on Raw Audio
Fuente:
arXiv
Saved in:
| Main Authors: | Pei, Yan Ru, Shrivastava, Ritik, Sidharth, FNU |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Speech Enhancement Using Continuous Embeddings of Neural Audio Codec
by: Li, Haoyang, et al.
Published: (2025)
by: Li, Haoyang, et al.
Published: (2025)
LLM-Guided Reinforcement Learning for Audio-Visual Speech Enhancement
by: Chen, Chih-Ning, et al.
Published: (2026)
by: Chen, Chih-Ning, et al.
Published: (2026)
A Two-Stage Hierarchical Deep Filtering Framework for Real-Time Speech Enhancement
by: Lu, Shenghui, et al.
Published: (2025)
by: Lu, Shenghui, et al.
Published: (2025)
Unmixing the Crowd: Learning Mixture-to-Set Speaker Embeddings for Enrollment-Free Target Speech Extraction
by: Sidharth, FNU, et al.
Published: (2026)
by: Sidharth, FNU, et al.
Published: (2026)
Towards Lightweight Adaptation of Speech Enhancement Models in Real-World Environments
by: Cheng, Longbiao, et al.
Published: (2026)
by: Cheng, Longbiao, et al.
Published: (2026)
Purification Before Fusion: Toward Mask-Free Speech Enhancement for Robust Audio-Visual Speech Recognition
by: Wu, Linzhi, et al.
Published: (2026)
by: Wu, Linzhi, et al.
Published: (2026)
Continuous Modeling of the Denoising Process for Speech Enhancement Based on Deep Learning
by: Guo, Zilu, et al.
Published: (2023)
by: Guo, Zilu, et al.
Published: (2023)
TRAMBA: A Hybrid Transformer and Mamba Architecture for Practical Audio and Bone Conduction Speech Super Resolution and Enhancement on Mobile and Wearable Platforms
by: Sui, Yueyuan, et al.
Published: (2024)
by: Sui, Yueyuan, et al.
Published: (2024)
A Lightweight and Real-Time Binaural Speech Enhancement Model with Spatial Cues Preservation
by: Wang, Jingyuan, et al.
Published: (2024)
by: Wang, Jingyuan, et al.
Published: (2024)
Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech
by: Fu, Szu-Wei, et al.
Published: (2024)
by: Fu, Szu-Wei, et al.
Published: (2024)
DASB - Discrete Audio and Speech Benchmark
by: Mousavi, Pooneh, et al.
Published: (2024)
by: Mousavi, Pooneh, et al.
Published: (2024)
CMGAN: Conformer-based Metric GAN for Speech Enhancement
by: Cao, Ruizhe, et al.
Published: (2022)
by: Cao, Ruizhe, et al.
Published: (2022)
Schrödinger Bridge Mamba for One-Step Speech Enhancement
by: Yang, Jing, et al.
Published: (2025)
by: Yang, Jing, et al.
Published: (2025)
Single and Few-step Diffusion for Generative Speech Enhancement
by: Lay, Bunlong, et al.
Published: (2023)
by: Lay, Bunlong, et al.
Published: (2023)
Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation
by: Chen, Ke, et al.
Published: (2024)
by: Chen, Ke, et al.
Published: (2024)
An Investigation of Incorporating Mamba for Speech Enhancement
by: Chao, Rong, et al.
Published: (2024)
by: Chao, Rong, et al.
Published: (2024)
MRI2Speech: Speech Synthesis from Articulatory Movements Recorded by Real-time MRI
by: Shah, Neil, et al.
Published: (2024)
by: Shah, Neil, et al.
Published: (2024)
Go witheFlow: Real-time Emotion Driven Audio Effects Modulation
by: Dervakos, Edmund, et al.
Published: (2025)
by: Dervakos, Edmund, et al.
Published: (2025)
Pre-training Feature Guided Diffusion Model for Speech Enhancement
by: Yang, Yiyuan, et al.
Published: (2024)
by: Yang, Yiyuan, et al.
Published: (2024)
Alternating Approach-Putt Models for Multi-Stage Speech Enhancement
by: Jeong, Iksoon, et al.
Published: (2025)
by: Jeong, Iksoon, et al.
Published: (2025)
CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement
by: Abdulatif, Sherif, et al.
Published: (2022)
by: Abdulatif, Sherif, et al.
Published: (2022)
AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs
by: Nguyen, Hoang, et al.
Published: (2025)
by: Nguyen, Hoang, et al.
Published: (2025)
Raw Audio Classification with Cosine Convolutional Neural Network (CosCovNN)
by: Haque, Kazi Nazmul, et al.
Published: (2024)
by: Haque, Kazi Nazmul, et al.
Published: (2024)
Personalized Speech Enhancement Without a Separate Speaker Embedding Model
by: Pärnamaa, Tanel, et al.
Published: (2024)
by: Pärnamaa, Tanel, et al.
Published: (2024)
Real-Time Speech Enhancement via a Hybrid ViT: A Dual-Input Acoustic-Image Feature Fusion
by: Bahmei, Behnaz, et al.
Published: (2025)
by: Bahmei, Behnaz, et al.
Published: (2025)
CaSNet: Compress-and-Send Network Based Multi-Device Speech Enhancement Model for Distributed Microphone Arrays
by: Jiang, Chengqian, et al.
Published: (2026)
by: Jiang, Chengqian, et al.
Published: (2026)
Speech Enhancement Based on Drifting Models
by: Xu, Liang, et al.
Published: (2026)
by: Xu, Liang, et al.
Published: (2026)
Mamba-SEUNet: Mamba UNet for Monaural Speech Enhancement
by: Wang, Junyu, et al.
Published: (2024)
by: Wang, Junyu, et al.
Published: (2024)
Unsupervised Speech Enhancement using Data-defined Priors
by: Klement, Dominik, et al.
Published: (2025)
by: Klement, Dominik, et al.
Published: (2025)
Compose Yourself: Average-Velocity Flow Matching for One-Step Speech Enhancement
by: Yang, Gang, et al.
Published: (2025)
by: Yang, Gang, et al.
Published: (2025)
A Survey of Deep Learning Audio Generation Methods
by: Božić, Matej, et al.
Published: (2024)
by: Božić, Matej, et al.
Published: (2024)
Scaling Ambiguity: Augmenting Human Annotation in Speech Emotion Recognition with Audio-Language Models
by: Zhang, Wenda, et al.
Published: (2026)
by: Zhang, Wenda, et al.
Published: (2026)
Audio Deepfake Detection in the Age of Advanced Text-to-Speech models
by: Singh, Robin, et al.
Published: (2026)
by: Singh, Robin, et al.
Published: (2026)
Audio Codec Augmentation for Robust Collaborative Watermarking of Speech Synthesis
by: Juvela, Lauri, et al.
Published: (2024)
by: Juvela, Lauri, et al.
Published: (2024)
Investigation of Whisper ASR Hallucinations Induced by Non-Speech Audio
by: Barański, Mateusz, et al.
Published: (2025)
by: Barański, Mateusz, et al.
Published: (2025)
Learning Semantic Information from Raw Audio Signal Using Both Contextual and Phonetic Representations
by: Kim, Jaeyeon, et al.
Published: (2024)
by: Kim, Jaeyeon, et al.
Published: (2024)
Audio Enhancement for Computer Audition -- An Iterative Training Paradigm Using Sample Importance
by: Milling, Manuel, et al.
Published: (2024)
by: Milling, Manuel, et al.
Published: (2024)
A Mel Spectrogram Enhancement Paradigm Based on CWT in Speech Synthesis
by: Hu, Guoqiang, et al.
Published: (2024)
by: Hu, Guoqiang, et al.
Published: (2024)
xLSTM-SENet: xLSTM for Single-Channel Speech Enhancement
by: Kühne, Nikolai Lund, et al.
Published: (2025)
by: Kühne, Nikolai Lund, et al.
Published: (2025)
Region-Based Optimization in Continual Learning for Audio Deepfake Detection
by: Chen, Yujie, et al.
Published: (2024)
by: Chen, Yujie, et al.
Published: (2024)
Similar Items
-
Speech Enhancement Using Continuous Embeddings of Neural Audio Codec
by: Li, Haoyang, et al.
Published: (2025) -
LLM-Guided Reinforcement Learning for Audio-Visual Speech Enhancement
by: Chen, Chih-Ning, et al.
Published: (2026) -
A Two-Stage Hierarchical Deep Filtering Framework for Real-Time Speech Enhancement
by: Lu, Shenghui, et al.
Published: (2025) -
Unmixing the Crowd: Learning Mixture-to-Set Speaker Embeddings for Enrollment-Free Target Speech Extraction
by: Sidharth, FNU, et al.
Published: (2026) -
Towards Lightweight Adaptation of Speech Enhancement Models in Real-World Environments
by: Cheng, Longbiao, et al.
Published: (2026)