Speech Synthesis using EEG
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Abstract (arXiv)
In this paper we demonstrate speech synthesis using different electroencephalography (EEG) feature sets recently introduced in [1]. We make use of a recurrent neural network (RNN) regression model to predict acoustic features directly from EEG features. We demonstrate our results using EEG features recorded in parallel with spoken speech as well as using EEG recorded in parallel with listening utterances. We provide EEG based speech synthesis results for four subjects in this paper and our results demonstrate the feasibility of synthesizing speech directly from EEG features.
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). First posted on arXiv 22 Feb 2020.
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Citing papers per year: 2021: 4; 2022: 1; 2023: 1; 2024: 1; 2025: 1.
8 papers.
- 2022Decoding speech perception from non-invasive brain recordingscited by 129
- 2021"Hello, It's Me": Deep Learning-based Speech Synthesis Attacks in the Real Worldcited by 12
- 2025CineBrain: A Large-Scale Multi-Modal Brain Dataset During Naturalistic Audiovisual Narrative Processingcited by 11
- 2021End-to-end translation of human neural activity to speech with a dual-dual generative adversarial networkcited by 6
- 2023BASEN: Time-Domain Brain-Assisted Speech Enhancement Network with Convolutional Cross Attention in Multi-talker Conditionscited by 4
- 2021Towards a practical lip-to-speech conversion system using deep neural networks and mobile application frontendcited by 2
- 2024Decoding Linguistic Representations of Human Braincited by 1
- 2021Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognitioncited by 0
- 2025CineBrain: A Large-Scale Multi-Modal Brain Dataset During Naturalistic Audiovisual Narrative Processing10 Mar 2025
- 2024Decoding Linguistic Representations of Human Brain30 Jul 2024
- 2023BASEN: Time-Domain Brain-Assisted Speech Enhancement Network with Convolutional Cross Attention in Multi-talker Conditions17 May 2023
- 2022Decoding speech perception from non-invasive brain recordings25 Aug 2022
- 2021End-to-end translation of human neural activity to speech with a dual-dual generative adversarial network13 Oct 2021
- 2021"Hello, It's Me": Deep Learning-based Speech Synthesis Attacks in the Real World20 Sep 2021
- 2021Towards a practical lip-to-speech conversion system using deep neural networks and mobile application frontend29 Apr 2021
- 2021Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition28 Feb 2021