@article{gowda2024emg2text,title={Non-invasive electromyographic speech neuroprosthesis: a geometric perspective},author={Gowda, Harshavardhana T and Miller, Lee M},journal={Neural Information Processing Systems (NeurIPS 2025) Workshop: Learning from Time
Series for Health (Spotlight).},year={2025},url={https://arxiv.org/pdf/2502.05762},}
emg2speech: synthesizing speech from electromyography using self-supervised speech models
@article{gowda2024emg2audio,title={emg2speech: synthesizing speech from electromyography using self-supervised speech models},author={Gowda, Harshavardhana T and Miller, Lee M},journal={Preprint},year={2025},url={https://arxiv.org/pdf/2510.23969},}
JNE
Geometry of orofacial neuromuscular signals: speech articulation decoding using surface electromyography
Harshavardhana T Gowda, Zachary D McNaughton, and Lee M Miller
@article{gowda2024geometry,title={Geometry of orofacial neuromuscular signals: speech articulation decoding using surface electromyography},author={Gowda, Harshavardhana T and McNaughton, Zachary D and Miller, Lee M},journal={Journal of Neural Engineering},year={2025},url={https://openreview.net/pdf?id=7lvpuKJUEY},}
Sci. Data.
A database of upper limb surface electromyogram signals from demographically diverse individuals
Harshavardhana T Gowda, Neha Kaul, Carlos Carrasco, Marcus A Battraw, Safa Amer, Saniya Kotwal, Selena Lam, Zachary McNaughton, Ferdous Rahimi, Sana Shehabi, and others
@article{gowda2024upper,title={A database of upper limb surface electromyogram signals from demographically diverse individuals},author={Gowda, Harshavardhana T and Kaul, Neha and Carrasco, Carlos and Battraw, Marcus A and Amer, Safa and Kotwal, Saniya and Lam, Selena and McNaughton, Zachary and Rahimi, Ferdous and Shehabi, Sana and others},journal={Scientific Data},year={2025},url={https://openreview.net/pdf?id=lqQg8S5MHI},}
2024
JNE
Topology of surface electromyogram signals: hand gesture decoding on Riemannian manifolds
@article{gowda2024topology,title={Topology of surface electromyogram signals: hand gesture decoding on Riemannian manifolds},author={Gowda, Harshavardhana T and Miller, Lee M},journal={Journal of Neural Engineering},year={2024},url={https://openreview.net/pdf?id=pMxDOtD3E2},}