Brain-Computer Interface

Decoding Listener's Identity: Person Identification from EEG Signals Using a Lightweight Spiking Transformer Interspeech 2025 DeCorrNet: Enhancing Neural Decoding Performance by Eliminating Correlations in Noise AAAI 2025 EEG-based Speech Decoding Based on Multi-mode Joint Modeling Interspeech 2025 Enhancing Syllabic Recognition via Speech-EEG Phase Analysis and Non-Activity State Modeling Interspeech 2025 FG-MSTGNN: Cross-subject EEG Emotion Recognition via Frequency-guided Multi-period Spatial-temporal Graph Neural Network ACML 2025 Functional Connectivity and Hilbert-Based Features for Covert Speech EEG Variability Analysis and Classification Interspeech 2025 GTAnet: Geometry-Guided Temporal Attention for EEG-Based Sound Source Tracking in Cocktail Party Scenarios Interspeech 2025 Manhattan Self-Attention Diffusion Residual Networks with Dynamic Bias Rectification for BCI-based Few-Shot Learning AAAI 2025 MindPainter: Efficient Brain-Conditioned Painting of Natural Images via Cross-Modal Self-Supervised Learning AAAI 2025 MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction AAAI 2025 MiSTR: Multi-Modal iEEG-to-Speech Synthesis with Transformer-Based Prosody Prediction and Neural Phase Reconstruction Interspeech 2025 Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG Interspeech 2025 NeuroSpex+: Dual-Task Training of Neuro-Guided Speaker Extraction with Speech Envelope and Waveform Interspeech 2025 Overestimated performance of auditory attention decoding caused by experimental design in EEG recordings Interspeech 2025 Selective Auditory Attention Decoding in Naturalistic Conversations Using EEG-Based Speech Envelope Tracking in Multi-Speaker Environments Interspeech 2025 SSF-DST: A Spectro-Spatial Features Enhanced Deep Spatiotemporal Network for EEG-Based Auditory Attention Detection Interspeech 2025 The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG ICLR 2025 Towards Sentence Level Imagined Speech Generation from EEG signals Interspeech 2025 Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding AAAI 2025 Word-Level Error Analysis in Decoding Systems: From Speech Recognition to Brain-Computer Interfaces Interspeech 2025 A Local-Ascending-Global Learning Strategy for Brain-Computer Interface AAAI 2024 BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? NeurIPS 2024 Controllable Mind Visual Diffusion Model AAAI 2024 DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection NeurIPS 2024 Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals NeurIPS 2024