Instrumental Music Translation
Guide: Preethi Jyothi | IIT Bombay
- Implemented a system for translating music from one instrument to another without using any paired data
- Used a LSTM based encoder decoder with attention in which the encoder is shared across all instruments while decoders are instrument specific
- Encoder was adversarially trained using domain confusion loss to get instrument independent intermediate representations