EEG-Based Speech Decoding: A Novel Approach Using Multi-Kernel Ensemble Diffusion Models
Fuente:
arXiv
Saved in:
| Main Authors: | Kim, Soowon, Jo, Ha-Na, Ko, Eunyeong |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Toward Fully-End-to-End Listened Speech Decoding from EEG Signals
by: Lee, Jihwan, et al.
Published: (2024)
by: Lee, Jihwan, et al.
Published: (2024)
Towards Unified Neural Decoding of Perceived, Spoken and Imagined Speech from EEG Signals
by: Lee, Jung-Sun, et al.
Published: (2024)
by: Lee, Jung-Sun, et al.
Published: (2024)
Using Ear-EEG to Decode Auditory Attention in Multiple-speaker Environment
by: Zhu, Haolin, et al.
Published: (2024)
by: Zhu, Haolin, et al.
Published: (2024)
SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention Decoding
by: Zhang, Ziyang, et al.
Published: (2024)
by: Zhang, Ziyang, et al.
Published: (2024)
Towards Dynamic Neural Communication and Speech Neuroprosthesis Based on Viseme Decoding
by: Park, Ji-Ha, et al.
Published: (2025)
by: Park, Ji-Ha, et al.
Published: (2025)
Speech Enhancement Based on Drifting Models
by: Xu, Liang, et al.
Published: (2026)
by: Xu, Liang, et al.
Published: (2026)
Neural Speech Embeddings for Speech Synthesis Based on Deep Generative Networks
by: Lee, Seo-Hyun, et al.
Published: (2023)
by: Lee, Seo-Hyun, et al.
Published: (2023)
CrossSpeech++: Cross-lingual Speech Synthesis with Decoupled Language and Speaker Generation
by: Kim, Ji-Hoon, et al.
Published: (2024)
by: Kim, Ji-Hoon, et al.
Published: (2024)
Conditioning and Sampling in Variational Diffusion Models for Speech Super-Resolution
by: Yu, Chin-Yun, et al.
Published: (2022)
by: Yu, Chin-Yun, et al.
Published: (2022)
Frequency-Based Alignment of EEG and Audio Signals Using Contrastive Learning and SincNet for Auditory Attention Detection
by: Liao, Yuan, et al.
Published: (2025)
by: Liao, Yuan, et al.
Published: (2025)
GAN-Based Speech Enhancement for Low SNR Using Latent Feature Conditioning
by: Shetu, Shrishti Saha, et al.
Published: (2024)
by: Shetu, Shrishti Saha, et al.
Published: (2024)
Neural Speech and Audio Coding: Modern AI Technology Meets Traditional Codecs
by: Kim, Minje, et al.
Published: (2024)
by: Kim, Minje, et al.
Published: (2024)
Beamforming in the Reproducing Kernel Domain Based on Spatial Differentiation
by: Iwami, Takahiro, et al.
Published: (2025)
by: Iwami, Takahiro, et al.
Published: (2025)
Automatic Speech Recognition using Advanced Deep Learning Approaches: A survey
by: Kheddar, Hamza, et al.
Published: (2024)
by: Kheddar, Hamza, et al.
Published: (2024)
A Hybrid Model for Weakly-Supervised Speech Dereverberation
by: Bahrman, Louis, et al.
Published: (2025)
by: Bahrman, Louis, et al.
Published: (2025)
JenGAN: Stacked Shifted Filters in GAN-Based Speech Synthesis
by: Cho, Hyunjae, et al.
Published: (2024)
by: Cho, Hyunjae, et al.
Published: (2024)
Confidence-Based Self-Training for EMG-to-Speech: Leveraging Synthetic EMG for Robust Modeling
by: Chen, Xiaodan, et al.
Published: (2025)
by: Chen, Xiaodan, et al.
Published: (2025)
EMOCONV-DIFF: Diffusion-based Speech Emotion Conversion for Non-parallel and In-the-wild Data
by: Prabhu, Navin Raj, et al.
Published: (2023)
by: Prabhu, Navin Raj, et al.
Published: (2023)
Reading to Listen at the Cocktail Party: Multi-Modal Speech Separation
by: Rahimi, Akam, et al.
Published: (2025)
by: Rahimi, Akam, et al.
Published: (2025)
SSM2Mel: State Space Model to Reconstruct Mel Spectrogram from the EEG
by: Fan, Cunhang, et al.
Published: (2025)
by: Fan, Cunhang, et al.
Published: (2025)
Speech Boosting: Low-Latency Live Speech Enhancement for TWS Earbuds
by: Bae, Hanbin, et al.
Published: (2024)
by: Bae, Hanbin, et al.
Published: (2024)
Bridging the Gap: Integrating Pre-trained Speech Enhancement and Recognition Models for Robust Speech Recognition
by: Wang, Kuan-Chen, et al.
Published: (2024)
by: Wang, Kuan-Chen, et al.
Published: (2024)
VoicePrompter: Robust Zero-Shot Voice Conversion with Voice Prompt and Conditional Flow Matching
by: Choi, Ha-Yeong, et al.
Published: (2025)
by: Choi, Ha-Yeong, et al.
Published: (2025)
FlexIO: Flexible Single- and Multi-Channel Speech Separation and Enhancement
by: Masuyama, Yoshiki, et al.
Published: (2025)
by: Masuyama, Yoshiki, et al.
Published: (2025)
Continuous Speech Tokens Makes LLMs Robust Multi-Modality Learners
by: Yuan, Ze, et al.
Published: (2024)
by: Yuan, Ze, et al.
Published: (2024)
AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding
by: Nguyen, Nhan Duc Thanh, et al.
Published: (2024)
by: Nguyen, Nhan Duc Thanh, et al.
Published: (2024)
Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for Full-band Speech Restoration with Improved Intelligibility
by: Liu, Xiaoyu, et al.
Published: (2024)
by: Liu, Xiaoyu, et al.
Published: (2024)
DiffAU: Diffusion-Based Ambisonics Upscaling
by: Milstein, Amit, et al.
Published: (2025)
by: Milstein, Amit, et al.
Published: (2025)
Construction and Evaluation of Mandarin Multimodal Emotional Speech Database
by: Ting, Zhu, et al.
Published: (2024)
by: Ting, Zhu, et al.
Published: (2024)
AffectSpeech: A Large-Scale Emotional Speech Dataset with Fine-Grained Textual Descriptions for Speech Emotion Captioning and Synthesis
by: Qi, Tianhua, et al.
Published: (2026)
by: Qi, Tianhua, et al.
Published: (2026)
U-SAM: An audio language Model for Unified Speech, Audio, and Music Understanding
by: Wang, Ziqian, et al.
Published: (2025)
by: Wang, Ziqian, et al.
Published: (2025)
Performance Modeling for Correlation-based Neural Decoding of Auditory Attention to Speech
by: Geirnaert, Simon, et al.
Published: (2025)
by: Geirnaert, Simon, et al.
Published: (2025)
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN
by: Latifi, Seyed Amir, et al.
Published: (2024)
by: Latifi, Seyed Amir, et al.
Published: (2024)
Wavetable Synthesis Using CVAE for Timbre Control Based on Semantic Label
by: Yutani, Tsugumasa, et al.
Published: (2024)
by: Yutani, Tsugumasa, et al.
Published: (2024)
Semantic Communications for Speech Recognition
by: Weng, Zhenzi, et al.
Published: (2021)
by: Weng, Zhenzi, et al.
Published: (2021)
Self-supervised speech representation and contextual text embedding for match-mismatch classification with EEG recording
by: Wang, Bo, et al.
Published: (2024)
by: Wang, Bo, et al.
Published: (2024)
A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling
by: Guo, Z., et al.
Published: (2022)
by: Guo, Z., et al.
Published: (2022)
Neural Tracking of Sustained Attention, Attention Switching, and Natural Conversation in Audiovisual Environments using Mobile EEG
by: Wilroth, Johanna, et al.
Published: (2026)
by: Wilroth, Johanna, et al.
Published: (2026)
Predicting Heart Activity from Speech using Data-driven and Knowledge-based features
by: Elbanna, Gasser, et al.
Published: (2024)
by: Elbanna, Gasser, et al.
Published: (2024)
LiSenNet: Lightweight Sub-band and Dual-Path Modeling for Real-Time Speech Enhancement
by: Yan, Haoyin, et al.
Published: (2024)
by: Yan, Haoyin, et al.
Published: (2024)
Similar Items
-
Toward Fully-End-to-End Listened Speech Decoding from EEG Signals
by: Lee, Jihwan, et al.
Published: (2024) -
Towards Unified Neural Decoding of Perceived, Spoken and Imagined Speech from EEG Signals
by: Lee, Jung-Sun, et al.
Published: (2024) -
Using Ear-EEG to Decode Auditory Attention in Multiple-speaker Environment
by: Zhu, Haolin, et al.
Published: (2024) -
SWIM: Short-Window CNN Integrated with Mamba for EEG-Based Auditory Spatial Attention Decoding
by: Zhang, Ziyang, et al.
Published: (2024) -
Towards Dynamic Neural Communication and Speech Neuroprosthesis Based on Viseme Decoding
by: Park, Ji-Ha, et al.
Published: (2025)