• Can an algorithm distinguish between the sounds of electric guitars of different: brands, models, price category, pick-up types, bridge types, body types?
   
• Which features provide the best representation for solving this classification problem? Can they be learned using Deep Learning techniques?
   
• Are Deep Neural Networks able to model and synthesise electric guitars with high quality?
   
• Which Deep Neural Network architectures produce the best results?
   
• Can the outcome of Deep Neural Network experiments of this research be used in audio coding applications for electric guitars? How?

Research Sections:

• A Dataset of Electric Guitar Sounds for Musical Instrument Recognition of Instruments of the Same Type


• Guitars Listening Test - Fender Stratocaster vs Epiphone Les Paul (Teste Sonoro Guitarras - Fender Stratocaster vs Epiphone Les Paul)