Copertina

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

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Zhang, Yuanming, Liang, Yayun, Lin, Zhibin, Lu, Jing
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Audio and Speech Processing Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Auditory Attention Decoding from Ear-EEG Signals: A Dataset with Dynamic Attention Switching and Rigorous Cross-Validation
di: Zhang, Yuanming, et al.
Pubblicazione: (2025)

Decoding Speech Envelopes from Electroencephalogram with a Contrastive Pearson Correlation Coefficient Loss
di: Liang, Yayun, et al.
Pubblicazione: (2026)

Using Ear-EEG to Decode Auditory Attention in Multiple-speaker Environment
di: Zhu, Haolin, et al.
Pubblicazione: (2024)

Decoding Selective Auditory Attention to Musical Elements in Ecologically Valid Music Listening
di: Akama, Taketo, et al.
Pubblicazione: (2025)

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

SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention Decoding
di: Zhang, Ziyang, et al.
Pubblicazione: (2024)

DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection
di: Yan, Sheng, et al.
Pubblicazione: (2024)

Naturalistic Music Decoding from EEG Data via Latent Diffusion Models
di: Postolache, Emilian, et al.
Pubblicazione: (2024)

MiSTR: Multi-Modal iEEG-to-Speech Synthesis with Transformer-Based Prosody Prediction and Neural Phase Reconstruction
di: Al-Radhi, Mohammed Salah, et al.
Pubblicazione: (2025)

Scattering Transform for Auditory Attention Decoding
di: Pallenberg, René, et al.
Pubblicazione: (2026)

Chunked Attention-based Encoder-Decoder Model for Streaming Speech Recognition
di: Zeineldeen, Mohammad, et al.
Pubblicazione: (2023)

Auditory Attention Decoding without Spatial Information: A Diotic EEG Study
di: Yoshino, Masahiro, et al.
Pubblicazione: (2026)

Multilingual Dataset Integration Strategies for Robust Audio Deepfake Detection: A SAFE Challenge System
di: Ali, Hashim, et al.
Pubblicazione: (2025)

StreamAAD: Decoding Spatial Auditory Attention with a Streaming Architecture
di: Qiu, Zelin, et al.
Pubblicazione: (2024)

Frequency-Based Alignment of EEG and Audio Signals Using Contrastive Learning and SincNet for Auditory Attention Detection
di: Liao, Yuan, et al.
Pubblicazione: (2025)

AbsoluteNet: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing
di: Adeli, Behtom, et al.
Pubblicazione: (2025)

Principled Coarse-Grained Acceptance for Speculative Decoding in Speech
di: Yanuka, Moran, et al.
Pubblicazione: (2025)

AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding
di: Nguyen, Nhan Duc Thanh, et al.
Pubblicazione: (2024)

Efficient Multi-Model Fusion with Adversarial Complementary Representation Learning
di: Kang, Zuheng, et al.
Pubblicazione: (2024)

DiffSoundStream: Efficient Speech Tokenization via Diffusion Decoding
di: Yang, Yang, et al.
Pubblicazione: (2025)

A Convolutional Framework for Mapping Imagined Auditory MEG into Listened Brain Responses
di: Maghsoudi, Maryam, et al.
Pubblicazione: (2025)

RIR-Former: Coordinate-Guided Transformer for Continuous Reconstruction of Room Impulse Responses
di: Xu, Shaoheng, et al.
Pubblicazione: (2026)

Zero-Shot Imagined Speech Decoding via Imagined-to-Listened MEG Mapping
di: Maghsoudi, Maryam, et al.
Pubblicazione: (2026)

Detecting gamma-band responses to the speech envelope for the ICASSP 2024 Auditory EEG Decoding Signal Processing Grand Challenge
di: Thornton, Mike, et al.
Pubblicazione: (2024)

Independent Feature Enhanced Crossmodal Fusion for Match-Mismatch Classification of Speech Stimulus and EEG Response
di: Fan, Shitong, et al.
Pubblicazione: (2024)

Robust Channel Learning for Large-Scale Radio Speaker Verification
di: Yang, Wenhao, et al.
Pubblicazione: (2024)

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

BiFormer3D: Grid-Free Time-Domain Reconstruction of Head-Related Impulse Responses with a Spatially Encoded Transformer
di: Xu, Shaoheng, et al.
Pubblicazione: (2026)

Audio Decoding by Inverse Problem Solving
di: T., Pedro J. Villasana, et al.
Pubblicazione: (2024)

Text-to-Speech for Unseen Speakers via Low-Complexity Discrete Unit-Based Frame Selection
di: Ulgen, Ismail Rasim, et al.
Pubblicazione: (2024)

Multi-class Decoding of Attended Speaker Direction Using Electroencephalogram and Audio Spatial Spectrum
di: Zhang, Yuanming, et al.
Pubblicazione: (2024)

Vibravox: A Dataset of French Speech Captured with Body-conduction Audio Sensors
di: Hauret, Julien, et al.
Pubblicazione: (2024)

Improving the Speaker Anonymization Evaluation's Robustness to Target Speakers with Adversarial Learning
di: Franzreb, Carlos, et al.
Pubblicazione: (2025)

Papez: Resource-Efficient Speech Separation with Auditory Working Memory
di: Oh, Hyunseok, et al.
Pubblicazione: (2024)

Meta-Learning-Based Delayless Subband Adaptive Filter using Complex Self-Attention for Active Noise Control
di: Feng, Pengxing, et al.
Pubblicazione: (2024)

Hold Me Tight: Stable Encoder-Decoder Design for Speech Enhancement
di: Haider, Daniel, et al.
Pubblicazione: (2024)

The iNaturalist Sounds Dataset
di: Chasmai, Mustafa, et al.
Pubblicazione: (2025)

On the social bias of speech self-supervised models
di: Lin, Yi-Cheng, et al.
Pubblicazione: (2024)

EM-TTS: Efficiently Trained Low-Resource Mongolian Lightweight Text-to-Speech
di: Liang, Ziqi, et al.
Pubblicazione: (2024)

CJST: CTC Compressor based Joint Speech and Text Training for Decoder-Only ASR
di: Zhou, Wei, et al.
Pubblicazione: (2024)