A Penny for Your Thoughts: Decoding Speech from Inexpensive Brain Signals
Fuente:
arXiv
Saved in:
| Main Authors: | Auster, Quentin, Shapovalenko, Kateryna, Ma, Chuang, Sun, Demaio |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Scaling Law in Neural Data: Non-Invasive Speech Decoding with 175 Hours of EEG Data
by: Sato, Motoshige, et al.
Published: (2024)
by: Sato, Motoshige, et al.
Published: (2024)
Towards Decoding Brain Activity During Passive Listening of Speech
by: Fodor, Milán András, et al.
Published: (2024)
by: Fodor, Milán András, et al.
Published: (2024)
A 1000-hour EEG-EMG-audio dataset of Japanese speech production
by: Sato, Motoshige, et al.
Published: (2026)
by: Sato, Motoshige, et al.
Published: (2026)
Single-word Auditory Attention Decoding Using Deep Learning Model
by: Nguyen, Nhan Duc Thanh, et al.
Published: (2024)
by: Nguyen, Nhan Duc Thanh, et al.
Published: (2024)
Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models
by: Feng, Sheng, et al.
Published: (2024)
by: Feng, Sheng, et al.
Published: (2024)
Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain
by: Moussa, Omer, et al.
Published: (2025)
by: Moussa, Omer, et al.
Published: (2025)
Interpretable Embeddings of Speech Enhance and Explain Brain Encoding Performance of Audio Models
by: Shimizu, Riki, et al.
Published: (2025)
by: Shimizu, Riki, et al.
Published: (2025)
Escaping the BLEU Trap: A Signal-Grounded Framework with Decoupled Semantic Guidance for EEG-to-Text Decoding
by: Wang, Yuchen, et al.
Published: (2026)
by: Wang, Yuchen, et al.
Published: (2026)
Neural2Speech: A Transfer Learning Framework for Neural-Driven Speech Reconstruction
by: Li, Jiawei, et al.
Published: (2023)
by: Li, Jiawei, et al.
Published: (2023)
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)
Improving Speech Decoding from ECoG with Self-Supervised Pretraining
by: Yuan, Brian A., et al.
Published: (2024)
by: Yuan, Brian A., et al.
Published: (2024)
From Spikes to Speech: NeuroVoc -- A Biologically Plausible Vocoder Framework for Auditory Perception and Cochlear Implant Simulation
by: de Nobel, Jacob, et al.
Published: (2025)
by: de Nobel, Jacob, et al.
Published: (2025)
R&B -- Rhythm and Brain: Cross-subject Decoding of Music from Human Brain Activity
by: Ferrante, Matteo, et al.
Published: (2024)
by: Ferrante, Matteo, et al.
Published: (2024)
Understanding Auditory Evoked Brain Signal via Physics-informed Embedding Network with Multi-Task Transformer
by: Ma, Wanli, et al.
Published: (2024)
by: Ma, Wanli, 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)
Linguists should learn to love speech-based deep learning models
by: Kloots, Marianne de Heer, et al.
Published: (2025)
by: Kloots, Marianne de Heer, et al.
Published: (2025)
Soft-Weighted CrossEntropy Loss for Continous Alzheimer's Disease Detection
by: Zhang, Xiaohui, et al.
Published: (2024)
by: Zhang, Xiaohui, et al.
Published: (2024)
Désentrelacement Fréquentiel Doux pour les Codecs Audio Neuronaux
by: Giniès, Benoît, et al.
Published: (2025)
by: Giniès, Benoît, et al.
Published: (2025)
Beyond Binary: Speech Representations Across the Cognitive Score Hierarchy
by: Kopar, Serli, et al.
Published: (2026)
by: Kopar, Serli, et al.
Published: (2026)
Brain2Music: Reconstructing Music from Human Brain Activity
by: Denk, Timo I., et al.
Published: (2023)
by: Denk, Timo I., et al.
Published: (2023)
Condition-Invariant fMRI Decoding of Speech Intelligibility with Deep State Space Model
by: Sung, Ching-Chih, et al.
Published: (2025)
by: Sung, Ching-Chih, et al.
Published: (2025)
SACM: SEEG-Audio Contrastive Matching for Chinese Speech Decoding
by: Wang, Hongbin, et al.
Published: (2025)
by: Wang, Hongbin, et al.
Published: (2025)
NeuroIncept Decoder for High-Fidelity Speech Reconstruction from Neural Activity
by: Khanday, Owais Mujtaba, et al.
Published: (2025)
by: Khanday, Owais Mujtaba, et al.
Published: (2025)
Human Brain Exhibits Distinct Patterns When Listening to Fake Versus Real Audio: Preliminary Evidence
by: Salehi, Mahsa, et al.
Published: (2024)
by: Salehi, Mahsa, et al.
Published: (2024)
Using i-vectors for subject-independent cross-session EEG transfer learning
by: Lasko, Jonathan, et al.
Published: (2024)
by: Lasko, Jonathan, et al.
Published: (2024)
Sigma-lognormal modeling of speech
by: Carmona-Duarte, C., et al.
Published: (2024)
by: Carmona-Duarte, C., et al.
Published: (2024)
MultiDiffNet: A Multi-Objective Diffusion Framework for Generalizable Brain Decoding
by: Zhang, Mengchun, et al.
Published: (2025)
by: Zhang, Mengchun, et al.
Published: (2025)
Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings
by: Wu, Di, et al.
Published: (2024)
by: Wu, Di, et al.
Published: (2024)
Decoding Selective Auditory Attention to Musical Elements in Ecologically Valid Music Listening
by: Akama, Taketo, et al.
Published: (2025)
by: Akama, Taketo, et al.
Published: (2025)
Directional Source Separation for Robust Speech Recognition on Smart Glasses
by: Feng, Tiantian, et al.
Published: (2023)
by: Feng, Tiantian, et al.
Published: (2023)
Recreating Neural Activity During Speech Production with Language and Speech Model Embeddings
by: Khanday, Owais Mujtaba, et al.
Published: (2025)
by: Khanday, Owais Mujtaba, et al.
Published: (2025)
AVE Speech: A Comprehensive Multi-Modal Dataset for Speech Recognition Integrating Audio, Visual, and Electromyographic Signals
by: Zhou, Dongliang, et al.
Published: (2025)
by: Zhou, Dongliang, et al.
Published: (2025)
Predicting Artificial Neural Network Representations to Learn Recognition Model for Music Identification from Brain Recordings
by: Akama, Taketo, et al.
Published: (2024)
by: Akama, Taketo, et al.
Published: (2024)
A Near-Real-Time Processing Ego Speech Filtering Pipeline Designed for Speech Interruption During Human-Robot Interaction
by: Li, Yue, et al.
Published: (2024)
by: Li, Yue, et al.
Published: (2024)
AADNet: Exploring EEG Spatiotemporal Information for Fast and Accurate Orientation and Timbre Detection of Auditory Attention Based on A Cue-Masked Paradigm
by: Shi, Keren, et al.
Published: (2025)
by: Shi, Keren, et al.
Published: (2025)
Mode-conditioned music learning and composition: a spiking neural network inspired by neuroscience and psychology
by: Liang, Qian, et al.
Published: (2024)
by: Liang, Qian, et al.
Published: (2024)
Trade-offs between structural richness and communication efficiency in music network representations
by: Rosselló, Lluc Bono, et al.
Published: (2025)
by: Rosselló, Lluc Bono, et al.
Published: (2025)
Automatic detection of Mild Cognitive Impairment using high-dimensional acoustic features in spontaneous speech
by: Zhang, Cong, et al.
Published: (2024)
by: Zhang, Cong, et al.
Published: (2024)
Prosody of speech production in latent post-stroke aphasia
by: Zhang, Cong, et al.
Published: (2024)
by: Zhang, Cong, et al.
Published: (2024)
Towards Temporally Explainable Dysarthric Speech Clarity Assessment
by: Park, Seohyun, et al.
Published: (2025)
by: Park, Seohyun, et al.
Published: (2025)
Similar Items
-
Scaling Law in Neural Data: Non-Invasive Speech Decoding with 175 Hours of EEG Data
by: Sato, Motoshige, et al.
Published: (2024) -
Towards Decoding Brain Activity During Passive Listening of Speech
by: Fodor, Milán András, et al.
Published: (2024) -
A 1000-hour EEG-EMG-audio dataset of Japanese speech production
by: Sato, Motoshige, et al.
Published: (2026) -
Single-word Auditory Attention Decoding Using Deep Learning Model
by: Nguyen, Nhan Duc Thanh, et al.
Published: (2024) -
Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models
by: Feng, Sheng, et al.
Published: (2024)