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Miguel Angrick

Postdoctoral Researcher
The Johns Hopkins University

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Publications

All my publications at international conferences and scientific journals are listed here. Each entry has links where you can find more information about that particular work, links to the code repository or the poster from the conference presentation.

  1. Commun. Med.
    A click-based electrocorticographic brain-computer interface enables long-term high-performance switch scan spelling
    Daniel N. Candrea, Samyak Shah, Shiyu Luo, Miguel Angrick, Qinwan Rabbani, Christopher Coogan, Griffin W. Milsap, Kevin C. Nathan, Brock A. Wester, William S. Anderson, Kathryn R. Rosenblatt, Alpa Uchil, Lora Clawson, Nicholas J. Maragakis, Mariska J. Vansteensel, Francesco V. Tenore, Nicolas F. Ramsey, Matthew S. Fifer & Nathan E. Crone
    Nature Communications Medicine, 2024.
    PDF Link Code Data Poster

  2. medRxiv
    Real-time detection of spoken speech from unlabeled ECoG signals: A pilot study with an ALS participant
    Miguel Angrick, Shiyu Luo, Qinwan Rabbani, Shreya Joshi, Daniel N. Candrea, Griffin W. Milsap, Chad R. Gordon, Kathryn Rosenblatt, Lora Clawson, Nicholas Maragakis, Francesco V. Tenore, Matthew S. Fifer, Nick F. Ramsey & Nathan E. Crone
    medRxiv, 2024
    PDF Link Poster Preprint

  3. Sci. Rep.
    Online speech synthesis using a chronically implanted brain-computer interface in an individual with ALS
    Miguel Angrick, Shiyu Luo, Qinwan Rabbani, Daniel N. Candrea, Samyak Shah, Griffin W. Milsap, William S. Anderson, Chad R. Gordon, Kathryn R. Rosenblatt, Lora Clawson, Donna C. Tippett, Nicholas Maragakis, Francesco V. Tenore, Matthew S. Fifer, Hynek Hermansky, Nick F. Ramsey & Nathan E. Crone
    Nature Scientific Reports, 2024
    PDF Link Code Data Poster

  4. Adv. Sci.
    Stable Decoding from a Speech BCI Enables Control for an Individual with ALS without Recalibration for 3 Months
    Shiyu Luo, Miguel Angrick, Christopher Coogan, Daniel N. Candrea, Kimberley Wyse-Sookoo, Samyak Shah, Qinwan Rabbani, Griffin W. Milsap, Alexander R. Weiss, William S. Anderson, Donna C. Tippett, Nicholas J. Maragakis, Lora L. Clawson, Mariska J. Vansteensel, Brock A. Wester, Francesco V. Tenore, Hynek Hermansky, Matthew S. Fifer, Nick F. Ramsey & Nathan E. Crone
    Advanced Science, 2023
    PDF Link Poster

  5. NBDT
    Synthesizing Speech from Intracranial Depth Electrodes using an Encoder-Decoder Framework
    Jonas Kohler, Maarten C. Ottenhoff, Sophocles Goulis, Miguel Angrick, Albert J. Colon, Louis Wagner, Simon Tousseyn, Pieter L. Kubben & Christian Herff
    Neurons, Behavior, Data analysis, and Theory, 2022
    PDF Link Code Data

  6. ICASSP
    Towards Closed-Loop Speech Synthesis from Stereotactic EEG: A Unit Selection Approach
    Miguel Angrick, Maarten Ottenhoff, Lorenz Diener, Darius Ivucic, Gabriel Ivucic, Sophocles Goulis, Albert J. Colon, Louis Wagner, Dean J. Krusienski, Pieter L. Kubben, Tanja Schultz & Christian Herff
    IEEE International Conference on Acoustics, Speech and Signal Processing, 2022
    PDF Link Poster

  7. EMBC
    Speech Synthesis from Stereotactic EEG using an Electrode Shaft Dependent Multi-Input Convolutional Neural Network Approach
    Miguel Angrick, Maarten Ottenhoff, Sophocles Goulis, Albert J. Colon, Louis Wagner, Dean J. Krusienski, Pieter L. Kubben, Tanja Schultz & Christian Herff
    IEEE 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2021
    PDF Link

  8. SMC
    Speech Activity Detection from Stereotactic EEG
    Pedram Z. Soroush, Miguel Angrick, Jerry Shih, Tanja Schultz & Dean J. Krusienski
    IEEE International Conference on Systems, Man, and Cybernetics, 2021
    PDF Link

  9. Commun. Biol.
    Real-time synthesis of imagined speech processes from minimally invasive recordings of neural activity
    Miguel Angrick, Maarten C. Ottenhoff, Lorenz Diener, Darius Ivucic, Gabriel Ivucic, Sophocles Goulis, Jeremy Saal, Albert J. Colon, Louis Wagner, Dean J. Krusienski, Pieter L. Kubben, Tanja Schultz & Christian Herff
    Nature Commuications Biology, 2021
    PDF Link Code Data

  10. Interspeech
    Speech Spectrogram Estimation from Intracranial Brain Activity Using a Quantization Approach
    Miguel Angrick, Christian Herff, Garett Johnson, Jerry Shih, Dean Krusienski & Tanja Schultz
    Interspeech, 2020
    PDF Link

  11. Front. Neurosci.
    Generating Natural, Intelligible Speech From Brain Activity in Motor, Premotor, and Inferior Frontal Cortices
    Christian Herff, Lorenz Diener, Miguel Angrick, Emily Mugler, Matthew C. Tate, Matthew A. Goldrick, Dean J. Krusienski, Marc W. Slutzky & Tanja Schultz
    Frontiers in Neuroscience, 2019
    PDF Link

  12. EMBC
    Towards Restoration of Articulatory Movements: Functional Electrical Stimulation of Orofacial Muscles
    Tanja Schultz, Miguel Angrick, Lorenz Diener, Dennis Kuster, Moritz Meier, Dean J. Krusienski, Christian Herff & Jonathan S. Brumberg
    41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
    PDF Link Poster

  13. JNE
    Speech synthesis from ECoG using densely connected 3D convolutional neural networks
    Miguel Angrick, Christian Herff, Emily Mugler, Matthew C Tate, Marc W Slutzky, Dean J Krusienski & Tanja Schultz
    Journal of Neural Engineering, 2019
    PDF Link Poster PDF link points to preprint

  14. NEUCOM
    Interpretation of convolutional neural networks for speech spectrogram regression from intracranial recordings
    Miguel Angrick, Christian Herff, Garett Johnson, Jerry Shih, Dean Krusienski & Tanja Schultz
    Neurocomputing, 2019
    Link

  15. ITG
    Session-independent array-based EMG-to-speech conversion using convolutional neural networks
    Lorenz Diener, Gerrit Felsch, Miguel Angrick & Tanja Schultz
    13th ITG-Symposium, Speech Communication, 2018
    PDF Link

  16. Interspeech
    Investigating the Effect of Audio Duration on Dementia Detection Using Acoustic Features
    Jochen Weiner, Miguel Angrick, Srinivasan Umesh & Tanja Schultz
    Interspeech 2018
    PDF Link

  17. ESANN
    Interpretation of convolutional neural networks for speech regression from electrocorticography
    Miguel Angrick, Christian Herff, Garett Johnson, Jerry Shih, Dean Krusienski & Tanja Schultz
    European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2018
    PDF