Decoding speech perception from non-invasive brain recordings

25 August 2022

Charlotte Caucheteux

Papers citing "Decoding speech perception from non-invasive brain recordings"

50 / 59 papers shown

Title
Pretraining Large Brain Language Model for Active BCI: Silent Speech Jinzhao Zhou Zehong Cao Yiqun Duan Connor Barkley Daniel Leong ... Ziyi Zhao T. Do Yu-Cheng Chang Sheng-Fu Liang Chin-Teng Lin 32 0 0 29 Apr 2025
Whisper-LM: Improving ASR Models with Language Models for Low-Resource Languages Xabier de Zuazo Eva Navas Ibon Saratxaga Inma Hernáez Rioja 37 0 0 30 Mar 2025
Exploring Deep Learning Models for EEG Neural Decoding Laurits Dixen Stefan Heinrich Paolo Burelli 43 0 0 20 Mar 2025
BP-GPT: Auditory Neural Decoding Using fMRI-prompted LLM Xiaoyu Chen Changde Du Che Liu Yizhe Wang Huiguang He 65 0 0 24 Feb 2025
Brain-to-Text Decoding: A Non-invasive Approach via Typing Jarod Lévy Mingfang Zhang Svetlana Pinet Jérémy Rapin Hubert J. Banville Stéphane DÁscoli J. King 43 2 0 18 Feb 2025
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Mostafa El Gedawy Omnia Nabil Omar Mamdouh Mahmoud Nady Nour Alhuda Adel Ahmed Fares 44 0 0 11 Feb 2025
Decoding EEG Speech Perception with Transformers and VAE-based Data Augmentation Terrance Yu-Hao Chen Yulin Chen Pontus Soederhaell Sadrishya Agrawal Kateryna Shapovalenko 30 0 0 08 Jan 2025
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey) S. Oota Zijiao Chen Manish Gupta R. Bapi G. Jobard F. Alexandre X. Hinaut 3DV AI4CE 39 11 0 31 Dec 2024
CognitionCapturer: Decoding Visual Stimuli From Human EEG Signal With Multimodal Information K. Zhang Lihuo He Xin Jiang Wen Lu Di Wang Xinbo Gao 70 0 0 13 Dec 2024
COBRA: A Continual Learning Approach to Vision-Brain Understanding Xuan-Bac Nguyen Arabinda Kumar Choudhary Pawan Sinha Xin Li Khoa Luu CLL 66 0 0 25 Nov 2024
NeuGPT: Unified multi-modal Neural GPT Yiqian Yang Yiqun Duan Hyejeong Jo Qiang Zhang Renjing Xu Oiwi Parker Jones Xuming Hu Chin-Teng Lin Hui Xiong 26 1 0 28 Oct 2024
emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography Viswanath Sivakumar Jeffrey Seely Alan Du Sean R Bittner Adam Berenzweig Anuoluwapo Bolarinwa Alexandre Gramfort Michael I Mandel 13 3 0 26 Oct 2024
Resolving Domain Shift For Representations Of Speech In Non-Invasive Brain Recordings Jeremiah Ridge Oiwi Parker Jones 19 0 0 25 Oct 2024
Non-invasive Neural Decoding in Source Reconstructed Brain Space Yonatan Gideoni Ryan Charles Timms Oiwi Parker Jones 30 1 0 20 Oct 2024
BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation Jilong Li Zhenxi Song Jiaqi Wang Min Zhang Zhiguo Zhang 23 1 0 19 Oct 2024
Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings Di Wu Siyuan Li Chen Feng Lu Cao Y. Zhang Jie Yang Mohamad Sawan 23 0 0 13 Oct 2024
Thought2Text: Text Generation from EEG Signal using Large Language Models (LLMs) Abhijit Mishra Shreya Shukla Jose Torres Jacek Gwizdka Shounak Roychowdhury 41 4 0 10 Oct 2024
E2H: A Two-Stage Non-Invasive Neural Signal Driven Humanoid Robotic Whole-Body Control Framework Yiqun Duan Qiang Zhang Jinzhao Zhou Jingkai Sun Xiaowei Jiang ... Yiqian Yang Wen Zhao Gang Han Yijie Guo Chin-Teng Lin 18 1 0 03 Oct 2024
Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models Eleonora Lopez Luigi Sigillo Federica Colonnese Massimo Panella Danilo Comminiello DiffM 41 1 0 17 Sep 2024
DECAN: A Denoising Encoder via Contrastive Alignment Network for Dry Electrode EEG Emotion Recognition Meihong Zhang Shaokai Zhao Shuai Wang Zhiguo Luo Liang Xie Tiejun Liu Dezhong Yao Ye Yan Erwei Yin 11 0 0 06 Sep 2024
Connecting Dreams with Visual Brainstorming Instruction Yasheng Sun Bohan Li Mingchen Zhuge Deng-Ping Fan Salman Khan F. Khan Hideki Koike DiffM 34 0 0 14 Aug 2024
Towards Linguistic Neural Representation Learning and Sentence Retrieval from Electroencephalogram Recordings Jinzhao Zhou Yiqun Duan Ziyi Zhao Yu-Cheng Chang Yu-Kai Wang T. Do Chin-Teng Lin 26 1 0 08 Aug 2024
Decoding Linguistic Representations of Human Brain Yu Wang Heyang Liu Yuhao Wang Chuan Xuan Yixuan Hou Sheng Feng Hongcheng Liu Yusheng Liao Yanfeng Wang AI4CE 26 1 0 30 Jul 2024
MindSpeech: Continuous Imagined Speech Decoding using High-Density fNIRS and Prompt Tuning for Advanced Human-AI Interaction Suyi Zhang Ekram Alam Jack Baber Francesca Bianco Edward Turner Maysam Chamanzar Hamid Dehghani 23 0 0 25 Jul 2024
Scaling Law in Neural Data: Non-Invasive Speech Decoding with 175 Hours of EEG Data Motoshige Sato Kenichi Tomeoka Ilya Horiguchi Kai Arulkumaran Ryota Kanai Shuntaro Sasai 16 3 0 10 Jul 2024
R&B -- Rhythm and Brain: Cross-subject Decoding of Music from Human Brain Activity Matteo Ferrante Matteo Ciferri N. Toschi 18 1 0 21 Jun 2024
Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models Sheng Feng Heyang Liu Yu Wang Yanfeng Wang 19 3 0 17 Jun 2024
Toward Fully-End-to-End Listened Speech Decoding from EEG Signals Jihwan Lee Aditya Kommineni Tiantian Feng Kleanthis Avramidis Xuan Shi Sudarsana Reddy Kadiri Shrikanth Narayanan 23 0 0 12 Jun 2024
The Brain's Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning D. Jayalath Gilad Landau Brendan Shillingford M. Woolrich Oiwi Parker Jones SSL 47 4 0 06 Jun 2024
MAD: Multi-Alignment MEG-to-Text Decoding Yiqian Yang Hyejeong Jo Yiqun Duan Qiang Zhang Jinni Zhou Won Hee Lee Renjing Xu Hui Xiong 20 9 0 03 Jun 2024
MindFormer: A Transformer Architecture for Multi-Subject Brain Decoding via fMRI Inhwa Han Jaayeon Lee Jong Chul Ye MedIm AI4CE 18 0 0 28 May 2024
How Many Bytes Can You Take Out Of Brain-To-Text Decoding? Richard Antonello Nihita Sarma Jerry Tang Jiaru Song Alexander G. Huth 30 1 0 22 May 2024
Naturalistic Music Decoding from EEG Data via Latent Diffusion Models Emilian Postolache Natalia Polouliakh Hiroaki Kitano Akima Connelly Emanuele Rodolà Luca Cosmo Taketo Akama MedIm DiffM 35 2 0 15 May 2024
EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations Zhenxi Song Ruihan Qin Huixia Ren Zhen Liang Yi Guo Min Zhang Zhiguo Zhang 21 1 0 29 Apr 2024
MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities Xinpei Zhao Jingyuan Sun Shaonan Wang Jing Ye Xiaohan Zhang Chengqing Zong 25 3 0 26 Mar 2024
Decoding Continuous Character-based Language from Non-invasive Brain Recordings Cenyuan Zhang Xiaoqing Zheng Ruicheng Yin Shujie Geng Jianhan Xu ... Changze Lv Zixuan Ling Xuanjing Huang Miao Cao Jianfeng Feng 19 0 0 17 Mar 2024
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion Dongyang Li Chen Wei Shiying Li Jiachen Zou Quanying Liu DiffM 24 18 0 12 Mar 2024
NeuSpeech: Decode Neural signal as Speech Yiqian Yang Yiqun Duan Qiang Zhang Hyejeong Jo Jinni Zhou Won Hee Lee Renjing Xu Hui Xiong 21 3 0 04 Mar 2024
A Cross-Modal Approach to Silent Speech with LLM-Enhanced Recognition Tyler Benster G. Wilson Reshef Elisha Francis R. Willett S. Druckmann 19 6 0 02 Mar 2024
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder Jiaqi Wang Zhenxi Song Zhengyu Ma Xipeng Qiu Min Zhang Zhiguo Zhang 29 5 0 27 Feb 2024
Contrastive Learning of Shared Spatiotemporal EEG Representations Across Individuals for Naturalistic Neuroscience Xinke Shen Lingyi Tao Xuyang Chen Sen Song Quanying Liu Dan Zhang 22 1 0 22 Feb 2024
ConvConcatNet: a deep convolutional neural network to reconstruct mel spectrogram from the EEG Xiran Xu Bo Wang Yujie Yan Haolin Zhu Zechen Zhang Xihong Wu Jing Chen 16 5 0 10 Jan 2024
Self-supervised speech representation and contextual text embedding for match-mismatch classification with EEG recording Bo Wang Xiran Xu Zechen Zhang Haolin Zhu Yujie Yan Xihong Wu Jing Chen SSL 22 0 0 10 Jan 2024
Self-supervised Learning for Electroencephalogram: A Systematic Survey Weining Weng Yang Gu Shuai Guo Yuan Ma Zhaohua Yang Yuchen Liu Yiqiang Chen 25 12 0 09 Jan 2024
Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy Weijian Mai Jian Zhang Pengfei Fang Zhijun Zhang 37 9 0 31 Dec 2023
Cross-Subject Data Splitting for Brain-to-Text Decoding Congchi Yin Qian Yu Zhiwei Fang Jie He Changping Peng Zhangang Lin Jingping Shao Piji Li 13 1 0 18 Dec 2023
Language Generation from Brain Recordings Ziyi Ye Qingyao Ai Yiqun Liu Maarten de Rijke Min Zhang Christina Lioma Tuukka Ruotsalo 24 0 0 16 Nov 2023
Deep Representation Learning for Open Vocabulary Electroencephalography-to-Text Decoding H. Amrani D. Micucci Paolo Napoletano 9 4 0 15 Nov 2023
Fast, accurate, and interpretable decoding of electrocorticographic signals using dynamic mode decomposition R. Fukuma Kei Majima Yoshinobu Kawahara Okito Yamashita Yoshiyuki Shiraishi H. Kishima Takufumi Yanagisawa 11 0 0 31 Oct 2023
Large-scale Foundation Models and Generative AI for BigData Neuroscience Ran Wang Zhe Sage Chen MedIm AI4CE LRM 16 7 0 27 Oct 2023