Are EEG-to-Text Models Working?

Are EEG-to-Text Models Working?

10 May 2024

Papers citing "Are EEG-to-Text Models Working?"

12 / 12 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
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations Niall McGuire Yashar Moshfeghi 40 0 0 09 Dec 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 31 2 0 28 Oct 2024
BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation Juntao Li Zhenxi Song Jiaqi Wang Min Zhang Honghai Liu Min Zhang Zhiguo Zhang 28 1 0 19 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 29 1 0 03 Oct 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 34 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 31 1 0 30 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 32 3 0 10 Jul 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 54 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 37 9 0 03 Jun 2024
Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals Hui Zheng Haiteng Wang Wei-Bang Jiang Zhongtao Chen Li He Pei-Yang Lin Peng-Hu Wei Guo-Guang Zhao Yun-Zhe Liu 52 1 0 19 May 2024
Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification Zhenhailong Wang Heng Ji 84 71 0 05 Dec 2021