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12 papers in the last four weeks, up 300% on the four weeks before. 0.1% of all new papers.

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  1. Training and Scaling Compute-Optimal Physiological Waveform Foundation Models

    Oct 5, 2026Pingzhi Li, Jie Peng, Shuqing Luo +2Medical World ModelPhysiological Data

    University of North Carolina at Chapel Hill · Foci Labs

  2. Generation Provenance Before Behavior Attribution: Auditing Synthetic Speech Research Objects

    Oct 1, 2026Sidi Chang, Peiying ZhuGeneration ProvenanceWaveforms

    Blossom AI Labs Blossom AI Tokyo, Japan

  3. Graph neural networks for sampling-invariant embeddings of organized signal sets

    Sep 28, 2026Martin Bauw, Santiago Velasco-Forero, Jesus AnguloGraph Signal ProcessingGraph Neural Networks

    CMM · CMA

  4. SincDPNet: Interpretable Raw-Waveform Bathroom Activity Recognition for Assistive Living

    Sep 28, 2026Debolina Chowdhury, Suman Samui, Sujoy SahaSound Event DetectionWaveforms

    Department of Computer Science and Engineering, National Institute of Technology Durgapur, Durgapur 713209, West Bengal, India · Department of Electronics and Communication Engineering, National Institute of Technology Durgapur, Durgapur 713209, West Bengal, India

  5. Revitalizing Medical Time Series with Vision-Informed Retrieval: A Vision-Language Perspective

    Sep 28, 2026Guoqi Yu, Juncheng Wang, Shujun WangTime SeriesWaveforms

    Department of Biomedical Engineering and Sports Technology The Hong Kong Polytechnic University

  6. ExpertoRhythm: Morphology-Aware Learning for Waveform Reconstruction and Cuffless Blood Pressure Estimation from Single-Channel PPG

    Sep 28, 2026Amir Arjomand, Kenneth B. Kent, Georgiy KrylovCuffless Blood Pressure EstimationRemote Photoplethysmography

    University of New Brunswick, Fredericton, Canada

  7. Short-Length Code Designs for Integrated Sensing and Communications: A Deep Learning Approach

    Sep 27, 2026Muah Kim, Shuangyang Li, Tayyebeh Jahani-Nezhad +2Integrated Sensing And CommunicationSource-Channel Coding

    Faculty of Electrical and Computer Engineering, Dresden University of Technology, Dresden 01069, Germany · Faculty of Electrical Engineering and Computer Science, Technical University of Berlin, Berlin 10587, Germany

  8. Orbital Error Dynamics: Self-Organized Criticality, Ephemeral Parameter Resonance, and Non-Linear Biological Ontologies in Zero-Storage Neural Synthesis

    Sep 24, 2026Volkan Dağlı, Zerrin Dağlı, Dağhan DağlıNeural DynamicsOscillatory Dynamics

    Anadolu University, Eski¸sehir, Turkey · ITouch Systems, Mersin, Turkey · Mersin University, Mersin, Turkey +1

  9. When Temporal Perturbations Act Like Sensor Biases: Label-Free Auditing of Wearable Activity Recognizers

    Sep 24, 2026Qingyu Wu, Yuan Wei, Renju Liu +1Human Activity RecognitionModel Auditing

    Defense Innovation Institute, Academy of Military Science, Beijing, China · School of Software Engineering, South China University of Technology, Guangzhou, China

  10. WST-Graph: Topology-Preserving Wavelet Scattering Front-End for Speech Deepfake Detection

    Sep 24, 2026Kwok-Ho Ng, Tingting Song, Bingwen Feng +1Audio Deepfake DetectionWav2Vec

    College of Cyber Security, Jinan University, Guangzhou, China

  11. Exact Factorisation and Fast Computation of Invertible Constant-Q Transforms

    Sep 24, 2026Facundo Franchino, Eloi Moliner, Vesa VälimäkiFourierQuantizer

    Massachusetts Institute of Technology, Cambridge, MA, USA · Acoustics Lab, Dept. of Information and Communications Eng., Aalto University, Espoo, Finland

  12. TRACE: Tractable Routing Autoencoder for Clinical ECG

    Sep 20, 2026Shunbo Jia, Runze Ma, Haonan Lyu +3Electrocardiogram Foundation ModelsTraces

    Department of Bioelectronics, Faculty of Biomedical Engineering, Shenzhen University of Advanced Technology, Shenzhen, 518107, China · Faculty of Information Technology, Monash University, Clayton, Victoria, 3800, Australia · Faculty of Science, University of Queensland, Brisbane, 4072, Australia +1

  13. MANAS-2: Constrained Reconstruction for EEG Foundation Models

    Sep 12, 2026Arvasu Kulkarni, Aditya Ray Mishra, Jeet Bandhu Lahiri +5Electroencephalography Foundation Models3D Masked Autoencoders

    Mannas AI · Indian Institute of Technology, Mandi

  14. 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

  15. 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

  16. Monophonic Audio Synthesizer Using FPGAs

    Aug 10, 2026Michael Smith, D. G. PereraSynthesizerField-Programmable Gate Arrays

    Department of Electrical and Computer Engineering, University of Colorado Colorado Springs, Colorado Springs, Colorado, USA

  17. A Physics-Informed Hybrid Neural Operator for Transient Magnetization Prediction in Power Magnetics

    Aug 3, 2026Yachao Zhu, Qiujie Huang, Sinan Li +3Magnetic Tunnel JunctionParametric Physics-Informed Neural Network

    School of Electrical and Computer Engineering, the University of Sydney, Darlington, NSW, 2008, Australia · National Railway Research and Design Institute of Signal and Communication, Beijing 100070, China

  18. Fast, accurate, and differentiable: a neural-network surrogate for NRSur7dq4 precessing binary black hole waveforms

    Jul 27, 2026Michael Pürrer, Ashwin Girish, Lucy M. Thomas +2Gravitational WavesGeneral Relativity

    Department of Physics, East Hall, University of Rhode Island, Kingston, RI 02881, USA · Institute for AI & Computational Research, Carothers Library, University of Rhode Island, Kingston, RI 02881, USA · 3TAPIR, California Institute of Technology, Pasadena, California 91125, USA +2

  19. Interpretable EEG biomarkers with bag-of-waves: Spatial and temporal waveform dictionaries for low-data regimes

    Jul 24, 2026Athanasios Papastathopoulos-Katsaros, Steven T. Lee, Lin Yao +4ElectroencephalographyWaveforms

    Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA · Jan and Dan Duncan Neurological Research Institute, Texas Children’s Hospital, Houston, TX, USA · Department of Child Neurology and Developmental Neurosciences, Texas Children’s Hospital, Houston, TX, USA +3

  20. Spectrogram-Based Joint Detection, Localization, and Classification of Events in Continuously Recorded IBR Waveforms

    Jul 23, 2026Shivanshu Tripathi, Maziar Raissi, Hamed Mohsenian-RadWaveformsPower Systems

    Department of Electrical and Computer Engineering, University of California, Riverside · Department of Mathematics, University of California, Riverside

  21. WaveformQA: Benchmarking LLM Temporal Reasoning on Digital Waveforms

    Jul 22, 2026Yichuan Liu, Daniel Cummings, Nick VadlamudiWaveformsTemporal Reasoning

    Tenstorrent Austin, TX, USA

  22. What the Waveform Knows: Transparent-first Speech and Audio Intelligence with Caption Studio

    Jul 21, 2026Cheng Siong Chin, Jianhua Zhang, Mohan VenkateshkumarText-To-AudioSpeaker

    Faculty of Science, Agriculture, and Engineering, Newcastle University Singapore, Singapore 828608 · School of Information and Control Engineering, Qingdao University of Technology, Qingdao 266520, China · Department of EEE, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai, India

  23. Machine Learning-Based Reconstruction for Resistive Silicon Sensors

    Jul 13, 2026Alexander Aoki, Gaetano Barone, Leena Diehl +13Piezoelectric TransducersSingle-Photon Avalanche Diode

    Brown University, 182 Hope Street, Providence, RI 02912, USA · University of Zurich · Brookhaven National Laboratory +1

  24. MorphologyFM: A Foundation Model for Morphology-Aware Representation Learning from ECG and Pulse Oximetry Waveforms

    Jul 3, 2026Saiyang Feng, Yuanyun Zhang, Shi LiElectrocardiogram Foundation ModelsArrhythmia Classification

    University of the Chinese Academy of Sciences · Columbia University

  25. Optimization Algorithms for Joint OFDM Waveform Design and RIS Configuration in 6G Networks: From Convex Relaxation to Foundation Models

    Jun 30, 2026Ahmet KaplanOrthogonal Frequency-Division MultiplexingMixed-Integer Programming

    Department of AI Engineering, Istanbul Medipol University, Istanbul, Türkiye

  26. OLIVE: View-Augmented Latent Prediction with Waveform Reconstruction for Speech SSL

    Jun 29, 2026Karl El Hajal, Mathew Magimai. -DossSelf-Supervised Speech ModelsSelf-Supervised Learning

    Idiap Research Institute, Switzerland · EPFL, Switzerland

  27. Resolving Multi-Target Association in OFDM-based ISAC via Vision-aided Multi-Modal Learning

    Jun 20, 2026Meng Hua, Chenghong Bian, Deniz GunduzIntegrated Sensing And CommunicationDoppler Velocity Log

    Department of Electrical and Electronic Engineering, Imperial College London, London SW7 2AZ, U.K. · Department of Electrical and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong.

  28. SL-S4Wave: Self-Supervised Learning of Physiological Waveforms with Structured State Space Models

    Jun 18, 2026Feng Wu, Harsh Deep, Eric Lehman +5Arrhythmia ClassificationWaveforms

    Massachusetts Institute of Technology · OpenEvidence, USA · New York University +3

  29. Unified Audio Generation and Editing via Joint Condition Modeling and Progressive Training

    Jun 15, 2026Haocheng Dong, Yuheng Lu, Cheng Gong +3Modern Generative Audio ModelsAudio Editing

    Department of Electronic Engineering and Information Science, University of Science and Technology of China, China · Institute of Artificial Intelligence of China Telecom (TeleAI), China · Tianjin Key Laboratory of Cognitive Computing and Application, School of Artificial Intelligence, Tianjin University, China

  30. Fusion-E2Pulse: A Multimodal Event-RGB Fusion Network for Non-contact Pulse Wave Reconstruction

    Jun 14, 2026Qian Feng, Hao Guo, Yan Niu +2Remote PhotoplethysmographyHeart Rate

    College of Computer Science and Technology, Taiyuan University of Technology, China · College of Artificial Intelligence, Taiyuan University of Technology, China

  31. Surrogate-Assisted Framework for SI-Compliant Interconnect Design Optimization Using the Earth Mover's Distance

    Jun 13, 2026Emre Ecik, Werner John, Julian Withöft +2Printed Circuit BoardMachine Learning Surrogates

    Information Processing Lab, TU Dortmund University, 44227 Dortmund, Germany · Pyramide2525/TU Dortmund University, 33100 Paderborn, Germany · EMC Technology Center Paderborn, Zuken GmbH, 33100 Paderborn, Germany

  32. Instantaneous Pitch Estimation via Wave-U-Net-Based Fundamental Waveform Enhancement

    Jun 12, 2026Junya Koguchi, Tomoki KoriyamaSpeech EnhancementWaveforms

    CyberAgent, Japan

  33. Phonetic Error Analysis of Raw Waveform Acoustic Models

    Jun 5, 2026Erfan Loweimi, Zhengjun Yue, Andrea Carmantini +3Grapheme-To-PhonemeAcoustic

    Centre for Speech Technology Research (CSTR), University of Edinburgh, UK · SLAI & CUHK-SZ, China · King’s College London, UK

  34. Beyond Waveform Robustness: Robust Feature-Vocoder Adversarial Attacks on Automatic Speech Recognition

    Jun 4, 2026Yifan Liao, Zongmin Zhang, Zhen Sun +3End-To-End Automatic Speech Recognition ModelsAutomatic Speech Recognition

    The Hong Kong University of Science and Technology (Guangzhou) · Wuhan University

  35. WavTTS: Towards High-Quality Zero-Shot TTS via Direct Raw Waveform Modeling

    Jun 2, 2026Wenxi Chen, Dongya Jia, Yushen Chen +11Flow-Matching Text-To-SpeechText-To-Speech Synthesis

    Shanghai Jiao Tong University · Shanghai Innovation Institute · ByteDance Seed

  36. Parameter-efficient Dual-encoder Architecture with Differentiable Choquet Integral Fusion for Underwater Acoustic Classification

    Jun 1, 2026Amirmohammad Mohammadi, Joshua Peeples, Alexandra Van DineUnderwater Acoustic Target RecognitionDual-Encoder Architectures

    Department of Electrical and Computer Engineering, Texas A&M University, College Station, Texas, 77843, USA · Massachusetts Institute of Technology Lincoln Laboratory, Lexington, Massachusetts, 02421, USA

  37. Can We Hear from Events? Generating Speech from Event Camera

    May 26, 2026Jingping Fang, Lin Chen, Chenyang Xu +3Speech SynthesisNeuromorphic Computing

    Beijing Technology and Business University. · Xidian University. · Tongji University. +1

  38. Codec-Robust Attacks on Audio LLMs

    May 19, 2026Jaechul Roh, Jean-Philippe Monteuuis, Jonathan Petit +1Neural Audio CodecsLarge Audio Language Models

    University of Massachusetts Amherst

  39. WavFlow: Audio Generation in Waveform Space

    May 18, 2026Feiyan Zhou, Luyuan Wang, Shoufa Chen +6Modern Generative Audio ModelsAudio Understanding

    Meta AI · Northeastern University

  40. Modality vs. Morphology: A Framework for Time Series Classification for Biological Signals

    May 18, 2026Jordan Tschida, Matthew Yohe, Edward Kane +10Physiological SignalsTime-Series Classification

    Oak Ridge National Laboratory, Oak Ridge, Tennessee

  41. VAMP-Diff: VampPrior Latent Diffusion for Photoplethysmography Modeling

    May 17, 2026Fatemeh Ghasemi Balouei, Nathan Willemsen, Mahesh Banavar +1Remote PhotoplethysmographyIdentity-Conditioned Latent Diffusion Models

    Department of Electrical and Computer Engineering, Clarkson University, Potsdam, USA · Data Science, Worcester Polytechnic Institute, Worcester, USA · Department of Computer Science, Data Science, and Artificial Intelligence, Worcester Polytechnic Institute, Worcester, USA

  42. TFZ-Tree: An Ultra-Lightweight Waveform Classification Framework for Resource-Constrained Devices

    May 15, 2026Hao Wang, Kuang Zhang, Yonggang Chi +3WaveformsOrthogonal Frequency-Division Multiplexing

  43. Analog RF Computing: A New Paradigm for Energy-Efficient Edge AI Over MU-MIMO Systems

    May 14, 2026Wentao Yu, Vincent W. S. WongIntelligent EdgeBeamforming

    Department of Electrical and Computer Engineering, The University of British Columbia, Vancouver, BC, V6T 1Z4, Canada

  44. Seconds-Aligned PCA-DAC Latent Diffusion for Symbolic-to-Audio Drum Rendering

    May 13, 2026Konstantinos Soiledis, Maximos Kaliakatsos Papakostas, Dimos Makris +1Identity-Conditioned Latent Diffusion ModelsAcoustic Latent Space

    1Dept. of Music Technology and Acoustics, Hellenic Mediterranean University, Rethymno & Athens, Greece · 2Athena RC, Athens, Greece

  45. gwBenchmarks: Stress-Testing LLM Agents on High-Precision Gravitational Wave Astronomy

    May 11, 2026Tousif Islam, Digvijay Wadekar, Zihan ZhouGravitational WavesLarge Language Model Workflows

    Kavli Institute for Theoretical Physics, University of California Santa Barbara, Kohn Hall, Lagoon Rd, Santa Barbara, CA 93106 · Center for Gravitational Physics, University of Texas at Austin, Austin, TX 78712, USA · Department of Physics, Princeton University, Princeton, NJ 08540, USA

  46. WavesFM: Hierarchical Representation Learning for Longitudinal Wearable Sensor Waveforms

    May 9, 2026Peng Cao, Zhijian Yang, Tennison Liu +17Wearable PhysiologyWaveforms

    Google Research · University of Washington · MIT

  47. Event Fields: Learning Latent Event Structure for Waveform Foundation Models

    May 9, 2026Li Na, Yuanyun Zhang, Shi LiElectrocardiogram Foundation ModelsArrhythmia Classification

    University of Science and Technology of China · Columbia University

  48. Label-Conditioned Cross-Modal Fusion for Adult-to-Pediatric ECG Transfer via Curriculum-Gated Contrastive Alignment

    May 1, 2026Xinran Liu, Yuwen Li, Hongxiang Gao +4Adult-To-Pediatric Electrocardiogram TransferContrastive Alignment

    School of Instrument Science and Engineering, Southeast University, Nanjing 210096, Nanjing, China · Nanjing Medical University, Nanjing 211166, Nanjing, China · Zhengzhou University, Zhengzhou 450001, Zhengzhou, China

  49. Dilated CNNs for Periodic Signal Processing: A Low-Complexity Approach

    Apr 23, 2026Eli Gildish, Michael Grebshtein, Igor MakienkoGraph Signal ProcessingWaveforms

    RSL Electronics LTD, Migdal Ha'Emek, 23100, Israel

  50. E2E-WAVE: End-to-End Learned Waveform Generation for Underwater Video Multicasting

    Apr 18, 2026Khizar Anjum, Tingcong Jiang, Dario PompiliWaveformsVideo Coding

    Department of Electrical and Computer Engineering, Rutgers University–New Brunswick, NJ, USA

  51. Comparison of D-Wave Quantum Annealing and Gibbs Monte Carlo for Sampling from a Probability Distribution of a Restricted Boltzmann Machine

    Aug 13, 2025Abdelmoula El-Yazizi, Yaroslav KoshkaQuantum AnnealingMonte Carlo

    Department of Electrical and Computer Engineering, Mississippi State University, Starkville, MS 39762, USA

  52. Enforcing Speech Content Privacy in Environmental Sound Recordings using Segment-wise Waveform Reversal

    Jul 11, 2025Modan Tailleur, Mathieu Lagrange, Pierre Aumond +1Speech SeparationSpeaker

    Nantes Universit´e, ´Ecole Centrale Nantes, CNRS, LS2N, UMR 6004, Nantes, France · Universit´e Gustave Eiffel, CEREMA, UMRAE, Bouguenais, France · Nantes Universit´e, ENSA Nantes, ´Ecole Centrale Nantes, CNRS, AAU-CRENAU, Nantes, France

  53. Unsupervised Clustering for Fault Analysis in High-Voltage Power Systems Using Voltage and Current Signals

    May 23, 2025Julian Oelhaf, Georg Kordowich, Andreas Maier +2Power SystemsVoltage

    Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany · Institute of Electrical Energy Systems, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany

  54. FOCAL: Fine-Grained Optimal-Transport-Driven Contrastive Alignment of Language and ECGs with Waveform Enhancement

    May 17, 2025Haitao Li, Che Liu, Zhengyao Ding +3Contrastive AlignmentContrastive Learning

    Zhejiang University · Shanghai Innovation Institute · Imperial College London +2