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Biosignal Processing

369 directly classified papers

Papers per year

Papers

EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals NIPS 2024

EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NIPS 2024

HDformer: A Higher-Dimensional Transformer for Detecting Diabetes Utilizing Long-Range Vascular Signals AAAI 2024

Disentangling the Roles of Distinct Cell Classes with Cell-Type Dynamical Systems NIPS 2024

Multimodal Digital Biomarkers for Longitudinal Tracking of Speech Impairment Severity in ALS: An Investigation of Clinically Important Differences INTERSPEECH 2024

Protect Your Score: Contact-Tracing with Differential Privacy Guarantees AAAI 2024

BESST Dataset: A Multimodal Resource for Speech-based Stress Detection and Analysis INTERSPEECH 2024

IBCA: An Intelligent Platform for Social Insurance Benefit Qualification Status Assessment AAAI 2024

PECoP: Parameter Efficient Continual Pretraining for Action Quality Assessment WACV 2024

Active learning of neural population dynamics using two-photon holographic optogenetics NIPS 2024

Using articulated speech EEG signals for imagined speech decoding INTERSPEECH 2024

Towards robust and generalizable representations of extracellular data using contrastive learning NIPS 2023

Electrophysiological Brain Source Imaging via Combinatorial Search with Provable Optimality AAAI 2023

Which aspects of motor speech disorder are captured by Mel Frequency Cepstral Coefficients? Evidence from the change in STN-DBS conditions in Parkinson’s disease INTERSPEECH 2023

Extracting Semantic-Dynamic Features for Long-Term Stable Brain Computer Interface AAAI 2023

EEG-based Auditory Attention Detection with Spatiotemporal Graph and Graph Convolutional Network INTERSPEECH 2023

DeWave: Discrete Encoding of EEG Waves for EEG to Text Translation NIPS 2023

ScatterFormer: Locally-Invariant Scattering Transformer for Patient-Independent Multispectral Detection of Epileptiform Discharges AAAI 2023

Towards Voice Reconstruction from EEG during Imagined Speech AAAI 2023

MD3: The Multi-Dialect Dataset of Dialogues INTERSPEECH 2023

MERLIon CCS Challenge: A English-Mandarin code-switching child-directed speech corpus for language identification and diarization INTERSPEECH 2023

Differentiating acoustic and physiological features in speech for hypoxia detection INTERSPEECH 2023

Effects of spectral and temporal modulation degradation on intelligibility and cortical tracking of speech signals INTERSPEECH 2023

Effects of spectral degradation on the cortical tracking of the speech envelope INTERSPEECH 2023

Motor Control Similarity Between Speakers Saying “A Souk” Using Inverse Atlas Tongue Modeling INTERSPEECH 2023