Biosignal Processing

emg2speech: synthesizing speech from electromyography using self-supervised speech models ACL 2026 FLOW: Optimal Transport-Driven Feature Warping for Generalized Remote Physiological Measurement CVPR 2026 Modeling Spatiotemporal Neural Frames for High Resolution Brain Dynamic CVPR 2026 Modeling the Brain's Grammar: ROI-Guided fMRI Pretraining for Transferable and Interpretable Vision Decoding CVPR 2026 PHASE-Net: Physics-Grounded Harmonic Attention System for Efficient Remote Photoplethysmography Measurement CVPR 2026 rPPG-VQA: A Video Quality Assessment Framework for Unsupervised rPPG Training CVPR 2026 Translating Signals to Languages for sEMG-Based Activity Recognition CVPR 2026 UnEBOLT: A Unified Model for EEG-to-BOLD Translation and Functional Connectivity Reconstruction MIDL 2026 A Correlation Manifold Self-Attention Network for EEG Decoding IJCAI 2025 A Gaussian Filter-Based 3D Registration Method for Series Section Electron Microscopy AAAI 2025 AnchorInv: Few-Shot Class-Incremental Learning of Physiological Signals via Feature Space-Guided Inversion AAAI 2025 Anne Rowling Neurological Speech Corpus: clinically annotated longitudinal dataset for developing speech biomarkers in neurodegenerative disorders Interspeech 2025 Articulatory Feature Prediction from Surface EMG during Speech Production Interspeech 2025 Assessing the Impact of Population Data Domain Differences on Transfer Learning in P300-based Brain-Computer Interfaces (Student Abstract) AAAI 2025 Assessing the Reliability and Validity of GPT-4 in Annotating Emotion Appraisal Ratings NAACL 2025 Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions ICML 2025 Blood Flow Speed Estimation with Optical Coherence Tomography Angiography Images CVPR 2025 BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation ACL 2025 Category-aware EEG Image Generation Based on Wavelet Transform and Contrast Semantic Loss IJCAI 2025 Causal Effect of Functional Treatment JMLR 2025 CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning AAAI 2025 Classification of High-dimensional Time Series in Spectral Domain Using Explainable Features with Applications to Neuroimaging Data AISTATS 2025 CognitionCapturer: Decoding Visual Stimuli from Human EEG Signal with Multimodal Information AAAI 2025 Contact-Aware Refinement of Human Pose Pseudo-Ground Truth via Bioimpedance Sensing ICCV 2025 Decoding Semantic Representations in the Brain Under Language Stimuli with Large Language Models COLING 2025