Speech Enhancement

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22 papers in the last four weeks, up 69% on the four weeks before. 0.2% of all new papers.

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  1. AuraSE: Low-Hallucination Generative Speech Enhancement via Multimodal Flow Matching and Inference Policy Optimization

    Oct 5, 2026Yingda Shen, Yao Qian, Yuxuan Hu +7Speech Enhancement

    The Chinese University of Hong Kong, Shenzhen · Microsoft Research

  2. How Reliable Are Predicted MOS for Reproducing Human System-Level Preferences in Speech Enhancement?

    Sep 30, 2026Nahomi Kusunoki, Tsubasa Ochiai, Naohiro Tawara +4Mean Opinion ScoresSpeech Enhancement

    Waseda University, Japan · NTT, Inc., Japan

  3. Improving Predicted MOS Scores, Not Perceived Quality: Multi-Predictor Test-Time Optimization of Enhanced Speech

    Sep 30, 2026Tsubasa Ochiai, Marc Delcroix, Nahomi Kusunoki +5Mean Opinion ScoresSpeech Enhancement

    NTT, Inc., Japan · Waseda University, Japan

  4. Long-Term Memory-Guided Enhancement for Target Perception in Audio-Language Models

    Sep 29, 2026Zhenhong Zhou, Xuanyue Zhao, Youji Liu +4Large Audio Language ModelsSpeech Enhancement

    Nanyang Technological University · Beijing University of Posts and Telecommunications

  5. RemixIT-TSE: Progressive Synthetic-to-Real Adaptation for Target Speech Extraction via Target-Aware Supervision and Remixing

    Sep 28, 2026Yu Wang, Haixin Guan, Shuang Wei +1Target Speaker ExtractionSpeech Enhancement

    Shanghai Normal University, Shanghai, China · Unisound AI Technology Co., Ltd., Beijing, China

  6. Perceptual Quality Loss or Loss of Perceptual Quality?

    Sep 28, 2026Danilo de Oliveira, Tal Peer, Maurício do V. M. da Costa +1Speech EnhancementPerceptual Quality

    Signal Processing, University of Hamburg, Germany

  7. Domain-Incremental Learning for Generative Speech Enhancement

    Sep 28, 2026Manjunath Mulimani, Annamaria Mesaros, Minje Kim +1Speech EnhancementClass-Incremental Learning

    Aalborg University, Department of Electronic Systems, Denmark · Tampere University, Signal Processing Research Centre, Finland · University of Illinois Urbana-Champaign, Siebel School of Computing and Data Science, USA

  8. Unsupervised Speech Enhancement via Drifting

    Sep 28, 2026Diego Caviedes-Nozal, Liang Xu, Rasmus Kongsgaard Olsson +1Speech EnhancementSpeaker Similarity

    GN A/S, Denmark · Victoria University of Wellington, New Zealand

  9. Transformer-based Neural Beamforming for Real-Time Speech Enhancement on Smart Low-Power Hearable Devices

    Sep 27, 2026Luca Bompani, Marco Fariselli, Giovanni Oltrecolli +1Speech EnhancementBeamforming

    Electrical, Electronic and Information Engineering (DEI), University of Bologna, Italy

  10. Does per-frame early exit pay? A compute-matched study of dynamic depth for on-device speech enhancement

    Sep 24, 2026Clément Laroche, Riccardo MicciniSpeech EnhancementNeural Processing Units

    GN A/S, Denmark · Technical University of Denmark, Denmark

  11. Beyond Model Size: Redesigning LiSenNet for embedded speech enhancement

    Sep 24, 2026Clément Laroche, Rasmus Kongsgaard OlssonSpeech EnhancementNeural Processing Units

    GN A/S, Audio Research, Lauptrupbjerg 7, 2750, Denmark

  12. Transcript-Supervised Post-Training of Generative Speech Enhancement on Real Recordings via Reinforce Adjoint Matching

    Sep 24, 2026Julius Richter, Christoph Boeddeker, Yoshiki Masuyama +4Speech EnhancementPost-Training

    Mitsubishi Electric Research Laboratories (MERL), USA · Mitsubishi Electric Corporation, Japan

  13. The Vulnerability of Neural Audio Watermarks under Speech Enhancement

    Sep 24, 2026Xincong Zhong, Shengyao Wang, Lingfeng Yao +4Multi-Bit WatermarkingSpeech Enhancement

    Waseda University, Japan · University of Houston, USA

  14. CHiME-9 ECHI: A Machine Learning Challenge for Enhancing Conversations to Address Hearing Impairment

    Sep 22, 2026Robert Sutherland, Thomas Kuebert, Marko Lugger +6Speech Enhancement

    School of Computer Science, University of Sheffield, Sheffield, United Kingdom · WS Audiology, Erlangen, Germany · ORCA Labs, WS Audiology, Lynge, Denmark +3

  15. SE-MSB: End-to-End Unpaired Speech Enhancement using Mamba Schrödinger Bridges

    Sep 22, 2026Andreas Bagge, Andreas Nymand, Michael Riis Andersen +1Speech EnhancementDiffusion Models

    DTU Compute, Kgs. Lyngby, Denmark · WSA, Lynge, Denmark

  16. Challenges of Multi-Speaker Extraction for Real Conversational Speech Enhancement

    Sep 22, 2026Robert Sutherland, Stefan Goetze, Jon BarkerTarget Speaker ExtractionSpeech Enhancement

    School of Computer Science, University of Sheffield, Sheffield, United Kingdom · South Westphalia University of Applied Sciences, Iserlohn, Germany

  17. SRF-SVB: Style-Consistent Singing Voice Beautifying via Rectified Flow

    Sep 22, 2026Wenhui Li, Biao Dong, Liwei Hu +2Singing Voice ConversionVocalizations

    Harbin Institute of Technology, China

  18. Corrective Forcing: Unified Post-Training for Diffusions and Flows in Generative Speech Enhancement

    Sep 21, 2026Qing Yao, Lijian Gao, Qirong MaoSpeech EnhancementTraining-Inference Mismatch

    School of Computer Science and Communication Engineering, Jiangsu University Jiangsu Engineering Research Center of Big Data Ubiquitous Perception and Intelligent Agriculture Applications Provincial Key Laboratory of Computational Intelligence and New Technologies in Low-Altitude Digital Agriculture Zhenjiang, China

  19. P2Flow: Phoneme-aware Progressive Flow Matching for Extreme Speech Super-Resolution

    Sep 21, 2026Ningyuan Yang, Yize Li, Pu Zhao +5Speech EnhancementReal-World Image Super-Resolution

    Stony Brook University, NY, US · Northeastern University, MA, US · UIUC, IL, US +1

  20. G-Mamba: Sparse Graph-Guided Mamba for Audio-Visual Speech Enhancement

    Sep 16, 2026Guo-Ruei Tseng, Hung-Shin Lee, Hsin-Min Wang +1Speech EnhancementMamba-Based Models

    Dept. of Computer Science and Information Engineering, National Taiwan Normal University, Taiwan · Grad. Inst. of AI Interdisciplinary Applied Technology, National Taiwan Normal University, Taiwan · Inst. of Information Science, Academia Sinica, Taiwan

  21. DriftSE: Speech Enhancement with Generative Drifting

    Sep 14, 2026Liang Xu, Diego Caviedes-Nozal, W. Bastiaan Kleijn +2Speech EnhancementAcoustic Latent Space

    Victoria University of Wellington, New Zealand · GN Advanced Science, Denmark · Lincoln University

  22. Noise Adaptive Streaming Audio-Visual Speech Token Enhancement for Robust Full-Duplex Spoken Dialogue Models

    Sep 8, 2026Bella Godiva, Yeonju Kim, Yong Man RoSpeech Enhancement

    Integrated Vision and Language Lab, KAIST, South Korea

  23. Iterative Audio Separation with Mixture Consistency via MIMO Model Extension

    Sep 7, 2026Yukara Ikemiya, WeiHsiang Liao, Yuki MitsufujiSpeech SeparationSeparation

    SonyAI

  24. Masked Autoregressive Speech Enhancement with Continuous Neural Audio Codec Representations

    Sep 3, 2026Yoto Fujita, Simon Leglaive, Laurent GirinSpeech EnhancementNeural Audio Codecs

    CentraleSup´elec, IETR (UMR CNRS 6164), France · Univ. Grenoble Alpes, CNRS, Grenoble-INP, GIPSA-lab, France

  25. Test-time adaptation for speech enhancement with an autoregressive speech prior

    Sep 3, 2026Sofiene Kammoun, Simon Leglaive, Xavier Alameda-Pineda +1Speech EnhancementTest-Time Adaptation

    CentraleSup´elec, IETR (UMR CNRS 6164), France · Inria at Univ. Grenoble Alpes, CNRS, LJK, France · Signal Processing Group, University of Hamburg, Germany

  26. StrixAE: An Intelligent Agent for Audio Enhancement under Complex Distortion Coupling in Real-World Scenarios

    Sep 3, 2026Chenglin Wu, Junjie Wu, Jinhang Chen +5Speech EnhancementAudio Understanding

    1Xiamen University · 2Fuyao University of Science and Technology

  27. ABSE-NET: A Lightweight Neural Model for Active Binaural Speech Enhancement in Open-Fit Hearing Aids

    Sep 1, 2026De Hu, Xue Du, Qingying Zhao +1Speech EnhancementAbsolute Noise-To-Clean Mapping

    College of Computer Science, Inner Mongolia University, China · College of Electronic and Information Engineering, Inner Mongolia University, China

  28. U-PAST: A Phase-Aware Audio Spectrogram Transformer-U-Net for Single-Channel Speech Enhancement

    Aug 31, 2026Cao Duong Ly, Jörn AnemüllerSpeech EnhancementNeural Audio

    Department of Medical Physics and Acoustics Carl von Ossietzky University Oldenburg Oldenburg, Germany 26129

  29. Perceptually Better, Semantically Worse: Measuring Speech Enhancement Impact on LLM-Based Voice Systems

    Aug 31, 2026Randy Frans Fela, Pejman MowlaeeSpeech EnhancementWhisper-Large-V3

    GN Group, Ballerup, Denmark

  30. Ouroboros: Self-Referential Backdoor Attacks on Speech Enhancement via Clean Audio Triggers

    Aug 31, 2026Yunjie Zhou, Yuheng Huang, Diqun YanSpeech EnhancementInference-Time

    Faculty of Electrical Engineering and Computer Science, Ningbo University, China · College of Artificial Intelligence, Ningbo University of Finance and Economics, China

  31. Parallel Time-Band Mixing with Learned Observation-Adding for Robust ASR Front-Ends

    Aug 31, 2026Xingyu Shen, Runze Wang, Wei-Ping Zhu +1Speech EnhancementAutomatic Speech Recognition

    Department of Electrical and Computer Engineering, Concordia University, Canada · Artificial Intelligence Research Institute, Shenzhen University of Advanced Technology, China · Department of Electrical and Computer Engineering, McGill University, Canada

  32. The ISCSLP 2026 Real-World Audio-Visual Speech Enhancement Challenge

    Aug 24, 2026Kai Li, Wenze Ren, Junjie Li +11Speech EnhancementAudio-Visual Consistency

    1Tsinghua University · 2National Taiwan University · 3The Hong Kong Polytechnic University +8

  33. HybridSB-MoE: Dual-Domain Schrödinger Bridges with Scene-Adaptive Expert Routing for Speech Enhancement

    Aug 13, 2026Zhengyi Lu, Aswini Sivakumar, Jie Hu +1Speech EnhancementSchrödinger Bridges

    Department of Computer Science and Engineering, Oakland University, Rochester, MI 48309

  34. RT-SEMamba: Real-Time Speech Enhancement Mamba via Progressive Knowledge Distillation

    Aug 12, 2026Rong Chao, Sung-Feng Huang, Moreno La Quatra +4Speech EnhancementMamba-Based Models

    Academia Sinica, Taiwan · National Taiwan University, Taiwan · NVIDIA +2

  35. Deep Learning Based Relative Transfer Matrix Estimation for Multiple Sources and Multiple Microphones

    Aug 12, 2026Oshan A. B. Yalegama, Wageesha N. ManamperiMicrophone ArraySpeech Enhancement

    Department of Electronic and Telecommunication Engineering, University of Moratuwa, Sri Lanka · School of Engineering, The Australian National University, Australia

  36. DAVE: A Decoupled Audio-Visual Enhancement Framework for Real-World Speech Separation

    Aug 10, 2026Wei Zhou, Wanyi Ning, Yinshang Guo +3Speech EnhancementSpeech Separation

    1Yijiahe AI · 2Tianjin University · 3Nanjing University

  37. Cloud-Boosted Low-Compute Multi-Channel Speech Enhancement

    Aug 7, 2026Xulin Fan, Juan Azcarreta, Ashutosh Pandey +5Speech EnhancementBeamforming

    University of Illinois Urbana-Champaign, USA · Meta Reality Labs Research, USA

  38. AnyBand: Unified Multi-Bandwidth Speech Extension via Frequency-Aware In-Context Spectral Infilling

    Aug 1, 2026Junchuan Zhao, Minh Duc Vu, Bowen Zhang +1Speech EnhancementBandwidth Extension

    School of Computing, National University of Singapore · Department of Statistics & Data Science, National University of Singapore · College of Computing and Data Science, Nanyang Technological University

  39. faster-enhancer.c: A Dependency-Free int8 Runtime for Streaming Speech Enhancement on Commodity CPUs

    Jul 28, 2026Gyeongmin KimSpeech EnhancementRuntime

    Department of Computer Science, Hanyang University, Seoul, Korea

  40. Towards Array-Invariant Speech Enhancement via Geometry-Aware Dynamic Convolution

    Jul 21, 2026Zhenglong Liu, Wangyou Zhang, Chenda Li +1Microphone ArraySpeech Enhancement

    Auditory Cognition and Computational Acoustics Lab Shanghai Jiao Tong University, Shanghai, China · VUI Labs

  41. CAPS: A Cascaded Reconstruction Model to Power Saving in Hearables Using Sub-Nyquist Sampling with Bandwidth Extension

    Jul 21, 2026Tarikul Islam Tamiti, Sajid Fardin Dipto, Luke Baja-Ricketts +2Speech EnhancementMicrophone Array

    Cyber-Security Engineering, George Mason University, USA

  42. Low-Latency Neural Models for Real-Time Music Enhancement

    Jul 14, 2026Emmanouil Karystinaios, Jonathan Greif, David Nadrchal +2Speech EnhancementSong Generation

    Institute of Computational Perception, Johannes Kepler University Linz, Austria

  43. Teaching Speech Enhancement Models to Sing: Domain Adaptation from Speech Enhancement to Singing Voice Separation

    Jul 13, 2026Paul A. Bereuter, Mark D. Plumbley, Alois SontacchiSpeech EnhancementSpeech Separation

    Institute of Electronic Music and Acoustics, University of Music and Performing Arts, Graz, Austria · Department of Informatics, King’s College London, London, United Kingdom

  44. Is Model Instability just Noise to be Tolerated or a Property that can be Managed?

    Jul 11, 2026Amirali Rayegan, Lunxiao Li, Tim MenziesInstabilityEnterprise Analytics

    North Carolina State University Raleigh, North Carolina, USA

  45. Inside the Skill Market: From Software Engineering Activities to Reusable Agent Skills

    Jul 10, 2026Jialun Cao, Xinru Yan, Songqiang Chen +3Software EngineeringAgent Skill Retrieval

    The Hong Kong University of Science and Technology · University of Chinese Academy of Sciences · Institute of Software, Chinese Academy of Sciences +1

  46. It Takes Few to TANGO: A Quantized Distributed Model for Binaural Speech Enhancement

    Jul 9, 2026Zahra Benslimane, Pierre Chouteau, Martyna Poreba +4Speech EnhancementDiscrete Speech Representations

    Université Paris-Saclay, CEA, List, F-91120 Palaiseau, France · Université de Lorraine, CNRS, Inria, LORIA, F-54000 Nancy, France

  47. Physiological Noise Augmentation Improves Non-Invasive Brain-to-Speech

    Jul 6, 2026Benjamin Ballyk, Teyun Kwon, Miran Özdogan +1Speech EnhancementAuditory Attention

    PNPL Department of Engineering Science University of Oxford

  48. Ranking the Impact of Contextual Specialization in Neural Speech Enhancement

    Jul 6, 2026Peter Leer, Svend Feldt, Zheng-Hua Tan +2Speech EnhancementSpeaker

    Eriksholm Research Centre, Snekkersten, Denmark · Aalborg University, Department of Electronic Systems, Aalborg, Denmark

  49. Weakly Guided and Autoregressive Beamformer Parameterization for Generalizable Moving Speaker Extraction in Higher-Order Ambisonics

    Jul 5, 2026Jakob Kienegger, Tal Peer, Sina Khanagha +1Speech EnhancementTarget Speaker Extraction

    Signal Processing (SP) Group, University of Hamburg

  50. RT-Tango: Real-Time Distributed Binaural Speech Enhancement for Low-Power Hearing Aid Devices

    Jul 2, 2026Z. Benslimane, P. Chouteau, M. Poreba +4Speech EnhancementReal-Time Systems

    Universit´e Paris-Saclay, CEA, List, F-91120 Palaiseau, France · Universit´e de Lorraine, CNRS, Inria, LORIA, F-54000 Nancy, France

  51. Improving multichannel speech enhancement through accurate room-acoustic simulations

    Jun 30, 2026Georg Götz, Alessia Milo, Steinar Guðjónsson +3Speech EnhancementAcoustic

    Treble Technologies, Reykjavík, Iceland

  52. SE-AGCNet: An End-to-End Framework for Joint Speech Enhancement and Loudness Control in Meeting Scenarios

    Jun 24, 2026Jinming Zhang, Wei Rao, Xionghu Zhong +1Speech Enhancement

    Zhejiang University, China · Nanyang Technological University, Singapore · Hunan University, China

  53. One Model, Many Latencies: Universal Speech Enhancement for Diverse Real-Time Applications

    Jun 24, 2026Szu-Wei Fu, Rong Chao, Xuesong Yang +4Speech EnhancementReal-Time Systems

    NVIDIA · Academia Sinica, Taipei, Taiwan

  54. Beyond U-Net: A Latent-Representation-Aligned Skip-Free Backbone for Flow-Matching Speech Enhancement

    Jun 23, 2026Wangyi Pu, Michele ScarpinitiSpeech EnhancementLatent Flow

    Department of Information Engineering, Electronics and Telecommunications, Sapienza University of Rome, Italy

  55. Joint Learning of Covariance Estimation and White Noise Gain for Robust MVDR Beamforming

    Jun 23, 2026Yongyi Deng, Hanchen Pei, Jianbo Ma +3BeamformingSpeech Enhancement

    School of Electronic Information, Wuhan University, Wuhan, Hubei, China · Dolby Laboratories · CIAIC, Northwestern Polytechnical University, Xi’an, Shaanxi, China +1

  56. Neuromorphic Speech Enhancement with Dual-Branch Spiking Neural Networks

    Jun 22, 2026Taiyu Meng, Wenbin Jiang, Haoyi Zhang +2Spiking Neural NetworksSpeech Enhancement

    School of Communication Engineering, Hangzhou Dianzi University, Hangzhou, China

  57. Bridging Self-Supervised Learning and Speech Enhancement: A Wav2Vec2-Conditioned Framework

    Jun 21, 2026Shuubham Ojha, Carol Espy-WilsonSpeech EnhancementWav2Vec

    Institute for Systems Research, University of Maryland, College Park

  58. Time-Frequency Weighted Losses for Phoneme Reconstruction in DNN-Based Speech Enhancement

    Jun 19, 2026Nasser-Eddine Monir, Paul Magron, Romain SerizelSpeech EnhancementDiscrete Speech Representations

    Université de Lorraine, CNRS, Inria, LORIA, F-54000 Nancy, France

  59. Post-Training Speech Enhancement Language Models with Perceptual Rewards

    Jun 19, 2026Frédéric Berdoz, Luca A. Lanzendörfer, Antonis Asonitis +1Speech EnhancementEnhancement

    ETH Zürich, Switzerland

  60. Latency-Configurable Streaming Speech Enhancement via Asymmetric Temporal Padding

    Jun 18, 2026Yunsik Kim, Yoonyoung ChungSpeech EnhancementState-Tracking

    Department of Electrical Engineering, Pohang University of Science and Technology (POSTECH), Pohang 37673, Republic of Korea · Intus Co. Ltd., Pohang 37673, Republic of Korea