Auditory Attention Decoding from Ear-EEG Signals: A Dataset with Dynamic Attention Switching and Rigorous Cross-Validation
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Zhang, Yuanming, Song, Zeyan, Lu, Jing, Chen, Fei, Lin, Zhibin |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Using Ear-EEG to Decode Auditory Attention in Multiple-speaker Environment
par: Zhu, Haolin, et autres
Publié: (2024)
par: Zhu, Haolin, et autres
Publié: (2024)
Decoding Stimulus Reconstruction-Based Auditory Attention Robustly in Unbalanced EEG Datasets
par: Zhang, Yuanming, et autres
Publié: (2026)
par: Zhang, Yuanming, et autres
Publié: (2026)
Scattering Transform for Auditory Attention Decoding
par: Pallenberg, René, et autres
Publié: (2026)
par: Pallenberg, René, et autres
Publié: (2026)
Frequency-Based Alignment of EEG and Audio Signals Using Contrastive Learning and SincNet for Auditory Attention Detection
par: Liao, Yuan, et autres
Publié: (2025)
par: Liao, Yuan, et autres
Publié: (2025)
AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding
par: Nguyen, Nhan Duc Thanh, et autres
Publié: (2024)
par: Nguyen, Nhan Duc Thanh, et autres
Publié: (2024)
SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention Decoding
par: Zhang, Ziyang, et autres
Publié: (2024)
par: Zhang, Ziyang, et autres
Publié: (2024)
Auditory Attention Decoding without Spatial Information: A Diotic EEG Study
par: Yoshino, Masahiro, et autres
Publié: (2026)
par: Yoshino, Masahiro, et autres
Publié: (2026)
Neural Tracking of Sustained Attention, Attention Switching, and Natural Conversation in Audiovisual Environments using Mobile EEG
par: Wilroth, Johanna, et autres
Publié: (2026)
par: Wilroth, Johanna, et autres
Publié: (2026)
Performance Modeling for Correlation-based Neural Decoding of Auditory Attention to Speech
par: Geirnaert, Simon, et autres
Publié: (2025)
par: Geirnaert, Simon, et autres
Publié: (2025)
Decoding Selective Auditory Attention to Musical Elements in Ecologically Valid Music Listening
par: Akama, Taketo, et autres
Publié: (2025)
par: Akama, Taketo, et autres
Publié: (2025)
Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss
par: Liang, Yayun, et autres
Publié: (2026)
par: Liang, Yayun, et autres
Publié: (2026)
Toward Fully-End-to-End Listened Speech Decoding from EEG Signals
par: Lee, Jihwan, et autres
Publié: (2024)
par: Lee, Jihwan, et autres
Publié: (2024)
PLDNet: PLD-Guided Lightweight Deep Network Boosted by Efficient Attention for Handheld Dual-Microphone Speech Enhancement
par: Zhou, Nan, et autres
Publié: (2024)
par: Zhou, Nan, et autres
Publié: (2024)
Single-word Auditory Attention Decoding Using Deep Learning Model
par: Nguyen, Nhan Duc Thanh, et autres
Publié: (2024)
par: Nguyen, Nhan Duc Thanh, et autres
Publié: (2024)
Binaural Selective Attention Model for Target Speaker Extraction
par: Meng, Hanyu, et autres
Publié: (2024)
par: Meng, Hanyu, et autres
Publié: (2024)
On the Invariance of Cross-Correlation Peak Positions Under Monotonic Signal Transformations, with Application to Fast Time Difference Estimation
par: Ueno, Natsuki, et autres
Publié: (2025)
par: Ueno, Natsuki, et autres
Publié: (2025)
improving partition-block-based acoustic echo canceler in under-modeling scenarios
par: Fan, Wenzhi, et autres
Publié: (2020)
par: Fan, Wenzhi, et autres
Publié: (2020)
Self-supervised speech representation and contextual text embedding for match-mismatch classification with EEG recording
par: Wang, Bo, et autres
Publié: (2024)
par: Wang, Bo, et autres
Publié: (2024)
Noise Suppression for Time Difference of Arrival: Performance Evaluation of a Generalized Cross-Correlation Method Using Mean Signal and Inverse Filter
par: Obo, Hirotaka, et autres
Publié: (2025)
par: Obo, Hirotaka, et autres
Publié: (2025)
Interfacing PDM MEMS microphones with PFM spiking systems: Application for Neuromorphic Auditory Sensors
par: Jimenez-Fernandez, Angel, et autres
Publié: (2019)
par: Jimenez-Fernandez, Angel, et autres
Publié: (2019)
Independent Feature Enhanced Crossmodal Fusion for Match-Mismatch Classification of Speech Stimulus and EEG Response
par: Fan, Shitong, et autres
Publié: (2024)
par: Fan, Shitong, et autres
Publié: (2024)
Exploring Audio-Visual Information Fusion for Sound Event Localization and Detection In Low-Resource Realistic Scenarios
par: Jiang, Ya, et autres
Publié: (2024)
par: Jiang, Ya, et autres
Publié: (2024)
The Overview of Segmental Durations Modification Algorithms on Speech Signal Characteristics
par: Jang, Kyeomeun, et autres
Publié: (2025)
par: Jang, Kyeomeun, et autres
Publié: (2025)
StreamAAD: Decoding Spatial Auditory Attention with a Streaming Architecture
par: Qiu, Zelin, et autres
Publié: (2024)
par: Qiu, Zelin, et autres
Publié: (2024)
Advanced Signal Analysis in Detecting Replay Attacks for Automatic Speaker Verification Systems
par: Kuang, Lee Shih
Publié: (2024)
par: Kuang, Lee Shih
Publié: (2024)
Generative AI in Signal Processing Education: An Audio Foundation Model Based Approach
par: Khan, Muhammad Salman, et autres
Publié: (2026)
par: Khan, Muhammad Salman, et autres
Publié: (2026)
A Multimodal Data Fusion Attention-Empowered Generative Adversarial Network for Real Time 3D Underwater Sound Speed Field Construction
par: Huang, Wei, et autres
Publié: (2025)
par: Huang, Wei, et autres
Publié: (2025)
BanglaNum -- A Public Dataset for Bengali Digit Recognition from Speech
par: Mohammad, Mir Sayeed, et autres
Publié: (2024)
par: Mohammad, Mir Sayeed, et autres
Publié: (2024)
One-Shot Distributed Node-Specific Signal Estimation with Non-Overlapping Latent Subspaces in Acoustic Sensor Networks
par: Didier, Paul, et autres
Publié: (2024)
par: Didier, Paul, et autres
Publié: (2024)
SSM2Mel: State Space Model to Reconstruct Mel Spectrogram from the EEG
par: Fan, Cunhang, et autres
Publié: (2025)
par: Fan, Cunhang, et autres
Publié: (2025)
Frequency-Specific Neural Response and Cross-Correlation Analysis of Envelope Following Responses to Native Speech and Music Using Multichannel EEG Signals: A Case Study
par: Hasan, Md. Mahbub, et autres
Publié: (2025)
par: Hasan, Md. Mahbub, et autres
Publié: (2025)
EEG-Based Speech Decoding: A Novel Approach Using Multi-Kernel Ensemble Diffusion Models
par: Kim, Soowon, et autres
Publié: (2024)
par: Kim, Soowon, et autres
Publié: (2024)
Solid State Bus-Comp: A Large-Scale and Diverse Dataset for Dynamic Range Compressor Virtual Analog Modeling
par: Gu, Yicheng, et autres
Publié: (2025)
par: Gu, Yicheng, et autres
Publié: (2025)
Cross-Linguistic Rhythmic and Spectral Feature-Based Analysis of Nyishi and Adi: Two Under-Resourced Languages of Arunachal Pradesh
par: Gogoi, Deepshikha, et autres
Publié: (2026)
par: Gogoi, Deepshikha, et autres
Publié: (2026)
Phase-Based Signal Representations for Scattering
par: Haider, Daniel, et autres
Publié: (2022)
par: Haider, Daniel, et autres
Publié: (2022)
HOMULA-RIR: A Room Impulse Response Dataset for Teleconferencing and Spatial Audio Applications Acquired Through Higher-Order Microphones and Uniform Linear Microphone Arrays
par: Miotello, Federico, et autres
Publié: (2024)
par: Miotello, Federico, et autres
Publié: (2024)
Dynamic Prediction of Full-Ocean Depth SSP by Hierarchical LSTM: An Experimental Result
par: Lu, Jiajun, et autres
Publié: (2023)
par: Lu, Jiajun, et autres
Publié: (2023)
Generative Deep Learning and Signal Processing for Data Augmentation of Cardiac Auscultation Signals: Improving Model Robustness Using Synthetic Audio
par: Abbott, Leigh, et autres
Publié: (2024)
par: Abbott, Leigh, et autres
Publié: (2024)
Tracking of Spatially Dynamic Room Impulse Responses Along Locally Linearized Trajectories
par: MacWilliam, Kathleen, et autres
Publié: (2025)
par: MacWilliam, Kathleen, et autres
Publié: (2025)
Cross-Talk Reduction
par: Wang, Zhong-Qiu, et autres
Publié: (2024)
par: Wang, Zhong-Qiu, et autres
Publié: (2024)
Documents similaires
-
Using Ear-EEG to Decode Auditory Attention in Multiple-speaker Environment
par: Zhu, Haolin, et autres
Publié: (2024) -
Decoding Stimulus Reconstruction-Based Auditory Attention Robustly in Unbalanced EEG Datasets
par: Zhang, Yuanming, et autres
Publié: (2026) -
Scattering Transform for Auditory Attention Decoding
par: Pallenberg, René, et autres
Publié: (2026) -
Frequency-Based Alignment of EEG and Audio Signals Using Contrastive Learning and SincNet for Auditory Attention Detection
par: Liao, Yuan, et autres
Publié: (2025) -
AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding
par: Nguyen, Nhan Duc Thanh, et autres
Publié: (2024)