In the context of the Master in Sound and Music Computing, we publish 25 theses that have been carried out and finished during the academic year 2019-2020 under the supervision of researchers of the MTG. These theses are:

• Alia Morsi: Characterizing Difficulty Levels of Keyboard Music Scores
• Jorge Marcos Fernández: Using Perceptual Timbre Descriptors to Browse Large Audio Collections
• Ana Gabriela Pandrea: End-to-End Music Emotion Recognition: Towards Language-Sensitive Models
• Luis Joglar-Ongay: Applications of Essentia on the web
• Yiqun Liu: Online Music Preferences of Different Generations: an Acoustic Perspective
• Christian J. Steinmetz: Learning to mix with neural audio effects in the waveform domain
• Darius A. Pétermann: SATB Voice Segregation For Monoaural Recordings
• Jorge Bustos: Towards audio-conditioned generation of music album artwork
• Georges Naimeh: Content Based Record Label Classification for Electronic Music
• Francesca Ronchini: Exploring Detection and Localization of Overlapping Sound Sources with Deep Learning
• Enric Gusó Muñoz: On Loss Functions for Music Source Separation
• Jose David Bedoya Molina: Speech Enhancement using the Wave-U-Net with Spectral Losses
• Henry Hasti: Musical Blind Source Separation Using Ambisonics
• Miguel Garcia Casado: Computational Analysis of Arab-Andalusian Music Through Symbolic Pattern Discovery Algorithms
• Miguel Pérez Fernández: Harmonic compatibility for loops in electronic music
• Alexander Keijser: Learning music similarity using audio and textual input
• Błażej Kotowski: Dualization Of Rhythm Patterns
• Thomas Nuttall: Transformer Neural Networks for Automated Rhythm Generation
• Pavlo Apisov: Zero-shot Singing Voice Conversion
• Kohki Mametani: Learning Sound Representations Using Triplet-loss
• Myrsini Ioannou: Automatic Melodic Harmonization from  Symbolic Melody Using BLSTM Networks
• Ignasi Nou Plana: Expressive Performance Modeling in Polyphonic Flamenco and Jazz Guitar
• Dougal Shakespeare: Exploring Gender Distribution in Music Recommender Systems
• Roberto Pérez Sánchez: Online Audio Editor in Freesound
• Matthew Greenlees: Beat Tracking with Autoencoders