Peer Reviewed conference submissions

  • Vinay, Ashvala, and Alexander Lerch. “Evaluating Generative Audio Systems and Their Metrics.” Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2022,

  • Vinay, Ashvala, et al. “Mind the Beat: Detecting Audio Onsets from EEG Recordings of Music Listening.” ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, pp. 231–35. IEEE Xplore,

  • Vinay, Ashvala, and Richard Boulanger. Building Interactive Systems with WebSockets and Csound! Georgia Institute of Technology, 2016.,

  • Smith, Jason Brent, Vinay, Ashvala and Freeman, Jason. The Impact of Salient Musical Features in a Hybrid Recommendation System for a Sound Library.


  • Vinay, Ashvala. “The sound within: Learning audio features from electroencephalogram recordings of music listening.” Masters diss., Georgia Institute of Technology, 2020.