Aggelos Pikrakis, Eng, Ph.D., Assistant Professor
Machine Learning for Audio/Music/Speech
- Deep Learning architectures
- Dictionary Learning methods
- Hidden Markov Models
- Dynamic Time Warping
- Bayesian Networks
Source code for the book: "Introduction to Pattern recognition: a Matlab approach" (redirects to GitHub).
Source code for the book: "Introduction to Audio Analysis: a Matlab approach" (redirects to GitHub).
Recent Award: 2019 Eurasip Meritorious Service Award (presented at EUSIPCO-2019)
Our book:T. Giannakopoulos and A. Pikrakis,"Introduction to audio analysis: a MATLAB approach" was included in the ACM Computing Reviews' 19th Annual Best of Computing list(year 2014). The full list can be accessed here.