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Biosignal Processing

369 directly classified papers

Papers per year

Papers

Towards EMG-to-Speech with Necklace Form Factor INTERSPEECH 2024
PECoP: Parameter Efficient Continual Pretraining for Action Quality Assessment WACV 2024
Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models INTERSPEECH 2024
Protect Your Score: Contact-Tracing with Differential Privacy Guarantees AAAI 2024
ASoBO: Attentive Beamformer Selection for Distant Speaker Diarization in Meetings INTERSPEECH 2024
BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? NIPS 2024
Using Daily Language to Understand Drinking: Multi-Level Longitudinal Differential Language Analysis EACL 2024
Auditory Spatial Attention Detection Based on Feature Disentanglement and Brain Connectivity-Informed Graph Neural Networks INTERSPEECH 2024
Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems NIPS 2024
Multimodal Digital Biomarkers for Longitudinal Tracking of Speech Impairment Severity in ALS: An Investigation of Clinically Important Differences INTERSPEECH 2024
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking NIPS 2024
A scalable generative model for dynamical system reconstruction from neuroimaging data NIPS 2024
realSEUDO for real-time calcium imaging analysis NIPS 2024
Disentangling the Roles of Distinct Cell Classes with Cell-Type Dynamical Systems NIPS 2024
ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets NIPS 2024
Temporal Co-Registration of Simultaneous Electromagnetic Articulography and Electroencephalography for Precise Articulatory and Neural Data Alignment INTERSPEECH 2024
Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NIPS 2024
EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NIPS 2024
Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement WACV 2024
Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals NIPS 2024
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network NIPS 2024
A Local-Ascending-Global Learning Strategy for Brain-Computer Interface AAAI 2024
Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes NIPS 2024
Using articulated speech EEG signals for imagined speech decoding INTERSPEECH 2024
Direct Speech Synthesis from Non-Invasive, Neuromagnetic Signals INTERSPEECH 2024