Image de couverture de livre

Decoding Stimulus Reconstruction-Based Auditory Attention Robustly in Unbalanced EEG Datasets

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zhang, Yuanming, Liang, Yayun, Lin, Zhibin, Lu, Jing
Format:	Preprint
Publié:	2026
Sujets:	Audio and Speech Processing Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Auditory Attention Decoding from Ear-EEG Signals: A Dataset with Dynamic Attention Switching and Rigorous Cross-Validation
par: Zhang, Yuanming, et autres
Publié: (2025)

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss
par: Liang, Yayun, et autres
Publié: (2026)

Using Ear-EEG to Decode Auditory Attention in Multiple-speaker Environment
par: Zhu, Haolin, et autres
Publié: (2024)

Decoding Selective Auditory Attention to Musical Elements in Ecologically Valid Music Listening
par: Akama, Taketo, et autres
Publié: (2025)

AADNet: Exploring EEG Spatiotemporal Information for Fast and Accurate Orientation and Timbre Detection of Auditory Attention Based on A Cue-Masked Paradigm
par: Shi, Keren, et autres
Publié: (2025)

SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention Decoding
par: Zhang, Ziyang, et autres
Publié: (2024)

DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection
par: Yan, Sheng, et autres
Publié: (2024)

Naturalistic Music Decoding from EEG Data via Latent Diffusion Models
par: Postolache, Emilian, et autres
Publié: (2024)

MiSTR: Multi-Modal iEEG-to-Speech Synthesis with Transformer-Based Prosody Prediction and Neural Phase Reconstruction
par: Al-Radhi, Mohammed Salah, et autres
Publié: (2025)

Scattering Transform for Auditory Attention Decoding
par: Pallenberg, René, et autres
Publié: (2026)

Chunked Attention-based Encoder-Decoder Model for Streaming Speech Recognition
par: Zeineldeen, Mohammad, et autres
Publié: (2023)

Auditory Attention Decoding without Spatial Information: A Diotic EEG Study
par: Yoshino, Masahiro, et autres
Publié: (2026)

Multilingual Dataset Integration Strategies for Robust Audio Deepfake Detection: A SAFE Challenge System
par: Ali, Hashim, et autres
Publié: (2025)

StreamAAD: Decoding Spatial Auditory Attention with a Streaming Architecture
par: Qiu, Zelin, et autres
Publié: (2024)

Frequency-Based Alignment of EEG and Audio Signals Using Contrastive Learning and SincNet for Auditory Attention Detection
par: Liao, Yuan, et autres
Publié: (2025)

AbsoluteNet: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing
par: Adeli, Behtom, et autres
Publié: (2025)

Principled Coarse-Grained Acceptance for Speculative Decoding in Speech
par: Yanuka, Moran, 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)

Efficient Multi-Model Fusion with Adversarial Complementary Representation Learning
par: Kang, Zuheng, et autres
Publié: (2024)

DiffSoundStream: Efficient Speech Tokenization via Diffusion Decoding
par: Yang, Yang, et autres
Publié: (2025)

A Convolutional Framework for Mapping Imagined Auditory MEG into Listened Brain Responses
par: Maghsoudi, Maryam, et autres
Publié: (2025)

RIR-Former: Coordinate-Guided Transformer for Continuous Reconstruction of Room Impulse Responses
par: Xu, Shaoheng, et autres
Publié: (2026)

Zero-Shot Imagined Speech Decoding via Imagined-to-Listened MEG Mapping
par: Maghsoudi, Maryam, et autres
Publié: (2026)

Detecting gamma-band responses to the speech envelope for the ICASSP 2024 Auditory EEG Decoding Signal Processing Grand Challenge
par: Thornton, Mike, et autres
Publié: (2024)

Independent Feature Enhanced Crossmodal Fusion for Match-Mismatch Classification of Speech Stimulus and EEG Response
par: Fan, Shitong, et autres
Publié: (2024)

Robust Channel Learning for Large-Scale Radio Speaker Verification
par: Yang, Wenhao, et autres
Publié: (2024)

Rho-Perfect: Correlation Ceiling For Subjective Evaluation Datasets
par: Cumlin, Fredrik
Publié: (2026)

BiFormer3D: Grid-Free Time-Domain Reconstruction of Head-Related Impulse Responses with a Spatially Encoded Transformer
par: Xu, Shaoheng, et autres
Publié: (2026)

Audio Decoding by Inverse Problem Solving
par: T., Pedro J. Villasana, et autres
Publié: (2024)

Text-to-Speech for Unseen Speakers via Low-Complexity Discrete Unit-Based Frame Selection
par: Ulgen, Ismail Rasim, et autres
Publié: (2024)

Multi-class Decoding of Attended Speaker Direction Using Electroencephalogram and Audio Spatial Spectrum
par: Zhang, Yuanming, et autres
Publié: (2024)

Vibravox: A Dataset of French Speech Captured with Body-conduction Audio Sensors
par: Hauret, Julien, et autres
Publié: (2024)

Improving the Speaker Anonymization Evaluation's Robustness to Target Speakers with Adversarial Learning
par: Franzreb, Carlos, et autres
Publié: (2025)

Papez: Resource-Efficient Speech Separation with Auditory Working Memory
par: Oh, Hyunseok, et autres
Publié: (2024)

Meta-Learning-Based Delayless Subband Adaptive Filter using Complex Self-Attention for Active Noise Control
par: Feng, Pengxing, et autres
Publié: (2024)

Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement
par: Haider, Daniel, et autres
Publié: (2024)

The iNaturalist Sounds Dataset
par: Chasmai, Mustafa, et autres
Publié: (2025)

On the social bias of speech self-supervised models
par: Lin, Yi-Cheng, et autres
Publié: (2024)

CJST: CTC Compressor based Joint Speech and Text Training for Decoder-Only ASR
par: Zhou, Wei, et autres
Publié: (2024)

EM-TTS: Efficiently Trained Low-Resource Mongolian Lightweight Text-to-Speech
par: Liang, Ziqi, et autres
Publié: (2024)