Cover Image

Lightweight Diffusion-based Framework for Online Imagined Speech Decoding in Aphasia

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ko, Eunyeong, Kim, Soowon, Jo, Ha-Na
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

EEG-Based Speech Decoding: A Novel Approach Using Multi-Kernel Ensemble Diffusion Models
by: Kim, Soowon, et al.
Published: (2024)

Toward Robust EEG-based Intention Decoding during Misarticulated Speech in Dysarthria
by: Jo, Ha-Na, et al.
Published: (2025)

Subject-Independent Imagined Speech Detection via Cross-Subject Generalization and Calibration
by: Ko, Byung-Kwan, et al.
Published: (2025)

Distinct Theta Synchrony across Speech Modes: Perceived, Spoken, Whispered, and Imagined
by: Lee, Jung-Sun, et al.
Published: (2025)

Confidence-Aware Neural Decoding of Overt Speech from EEG: Toward Robust Brain-Computer Interfaces
by: Kim, Soowon, et al.
Published: (2025)

Towards Unified Neural Decoding of Perceived, Spoken and Imagined Speech from EEG Signals
by: Lee, Jung-Sun, et al.
Published: (2024)

Towards Dynamic Neural Communication and Speech Neuroprosthesis Based on Viseme Decoding
by: Park, Ji-Ha, et al.
Published: (2025)

AS-ASR: A Lightweight Framework for Aphasia-Specific Automatic Speech Recognition
by: Bao, Chen, et al.
Published: (2025)

Imagined Speech and Visual Imagery as Intuitive Paradigms for Brain-Computer Interfaces
by: Lee, Seo-Hyun, et al.
Published: (2024)

Toward Practical BCI: A Real-time Wireless Imagined Speech EEG Decoding System
by: Park, Ji-Ha, et al.
Published: (2025)

Neural Speech Embeddings for Speech Synthesis Based on Deep Generative Networks
by: Lee, Seo-Hyun, et al.
Published: (2023)

Learning Co-Speech Gesture for Multimodal Aphasia Type Detection
by: Lee, Daeun, et al.
Published: (2023)

Dynamic Neural Communication: Convergence of Computer Vision and Brain-Computer Interface
by: Park, Ji-Ha, et al.
Published: (2024)

Imagined Speech State Classification for Robust Brain-Computer Interface
by: Ko, Byung-Kwan, et al.
Published: (2024)

SpecMoE: A Fast and Efficient Mixture-of-Experts Inference via Self-Assisted Speculative Decoding
by: Bang, Jehyeon, et al.
Published: (2026)

NeuSpeech: Decode Neural signal as Speech
by: Yang, Yiqian, et al.
Published: (2024)

A Safety-Aware Role-Orchestrated Multi-Agent LLM Framework for Behavioral Health Communication Simulation
by: Cho, Ha Na
Published: (2026)

Confidence Regularized Masked Language Modeling using Text Length
by: Ji, Seunghyun, et al.
Published: (2025)

Transfer Learning from ImageNet for MEG-Based Decoding of Imagined Speech
by: Jhilal, Soufiane, et al.
Published: (2026)

MindSpeech: Continuous Imagined Speech Decoding using High-Density fNIRS and Prompt Tuning for Advanced Human-AI Interaction
by: Zhang, Suyi, et al.
Published: (2024)

DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection
by: Ko, Donggeun, et al.
Published: (2024)

MindGPT: Advancing Human-AI Interaction with Non-Invasive fNIRS-Based Imagined Speech Decoding
by: Zhang, Suyi, et al.
Published: (2024)

The Text Aphasia Battery (TAB): A Clinically-Grounded Benchmark for Aphasia-Like Deficits in Language Models
by: Roll, Nathan, et al.
Published: (2025)

UniSE: A Unified Framework for Decoder-only Autoregressive LM-based Speech Enhancement
by: Yan, Haoyin, et al.
Published: (2025)

Decoding the Black Box: Integrating Moral Imagination with Technical AI Governance
by: Tallam, Krti
Published: (2025)

Rethinking Garment Conditioning in Diffusion-based Virtual Try-On
by: Na, Kihyun, et al.
Published: (2025)

SlimSpeech: Lightweight and Efficient Text-to-Speech with Slim Rectified Flow
by: Wang, Kaidi, et al.
Published: (2025)

LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language Models
by: Kim, Yungi, et al.
Published: (2024)

On the Collapse of Generative Paths: A Criterion and Correction for Diffusion Steering
by: Lee, Ziseok, et al.
Published: (2025)

TESU-LLM: Training Speech-LLMs Without Speech via Unified Encoder Alignment
by: Kim, Taesoo, et al.
Published: (2025)

Accelerating Codec-based Speech Synthesis with Multi-Token Prediction and Speculative Decoding
by: Nguyen, Tan Dat, et al.
Published: (2024)

PerMix-RLVR: Preserving Persona Expressivity under Verifiable-Reward Alignment
by: Oh, Jihwan, et al.
Published: (2026)

Distributionally Robust Classification for Multi-source Unsupervised Domain Adaptation
by: Kim, Seonghwi, et al.
Published: (2026)

Physically-Grounded Goal Imagination: Physics-Informed Variational Autoencoder for Self-Supervised Reinforcement Learning
by: Nguyen, Lan Thi Ha, et al.
Published: (2025)

Language Ranker: A Lightweight Ranking framework for LLM Decoding
by: Zhang, Chenheng, et al.
Published: (2025)

FlowGuard: Towards Lightweight In-Generation Safety Detection for Diffusion Models via Linear Latent Decoding
by: Yang, Jinghan, et al.
Published: (2026)

WaveLLDM: Design and Development of a Lightweight Latent Diffusion Model for Speech Enhancement and Restoration
by: Santoso, Kevin Putra, et al.
Published: (2025)

EventGPT: Capturing Player Impact from Team Action Sequences Using GPT-Based Framework
by: Hong, Miru, et al.
Published: (2025)

Towards Human-like Multimodal Conversational Agent by Generating Engaging Speech
by: Kim, Taesoo, et al.
Published: (2025)

PixleepFlow: A Pixel-Based Lifelog Framework for Predicting Sleep Quality and Stress Level
by: Na, Younghoon, et al.
Published: (2025)