ASMSP-L3.1
PERCEPTUALLY ALIGNING REPRESENTATIONS OF MUSIC VIA NOISE-AUGMENTED AUTOENCODERS
Mathias Rose Bjare, Johannes Kepler University Linz, Austria; Giorgia Cantisani, Sciences et Technologies de la Musique et du Son Laboratory, CNRS, IRCAM, Sorbonne Université, Paris, France, France; Marco Pasini, Queen Mary University, London, United Kingdom; Stefan Lattner, Sony Computer Science Laboratories, Paris, France; Gerhard Widmer, Johannes Kepler University Linz, Austria
Session:
ASMSP-L3: Music Signal Processing Lecture
Track:
ASMSP - Acoustic, Speech and Music Signal Processing
Location:
Concert Hall
Presentation Time:
Wed, 2 Sep, 16:00 - 16:20 Belgium Time (UTC +2)
Presentation
Discussion
Resources
No resources available.
Session ASMSP-L3
ASMSP-L3.1: PERCEPTUALLY ALIGNING REPRESENTATIONS OF MUSIC VIA NOISE-AUGMENTED AUTOENCODERS
Mathias Rose Bjare, Johannes Kepler University Linz, Austria; Giorgia Cantisani, Sciences et Technologies de la Musique et du Son Laboratory, CNRS, IRCAM, Sorbonne Université, Paris, France, France; Marco Pasini, Queen Mary University, London, United Kingdom; Stefan Lattner, Sony Computer Science Laboratories, Paris, France; Gerhard Widmer, Johannes Kepler University Linz, Austria
ASMSP-L3.2: INCORPORATING SIGNAL PROCESSING-BASED KNOWLEDGE FOR MUSIC SIMILARITY REPRESENTATION LEARNING BASED ON INDIVIDUAL INSTRUMENT SOUNDS
Takehiro Imamura, Yuka Hashizume, Wen-Chin Huang, Tomoki Toda, Nagoya University, Japan
ASMSP-L3.3: DDSP-VIOLIN: PHYSICALLY-INFORMED CONSTRAINTS FOR DISENTANGLED SOURCE-FILTER DECOMPOSITION
João Duarte, Technological University Dublin, Ireland; Rémi Mignot, STMS Lab - IRCAM, Sorbonne Université, CNRS (UMR9912), France; James McDermott, University of Galway, Ireland; Seán O'Leary, Technological University Dublin, Ireland
ASMSP-L3.4: LATENT SPACE DISENTANGLEMENT VIA ACTIVATION STEERING FOR INTERPRETABLE ATTRIBUTE CONTROL IN SYMBOLIC MUSIC GENERATION
Ioannis Prokopiou, Athens University of Economics and Business, Greece; Pantelis Vikatos, Orfium, Greece; Maximos Kaliakatsos-Papakostas, Hellenic Mediterranean University, Greece; Theodoros Giannakopoulos, National Center for Scientific Research “Demokritos”, Greece; Themos Stafylakis, Athens University of Economics and Business, Greece
ASMSP-L3.5: Velocity Prediction in Automatic Guitar Transcription
Jackson Loth, Xavier Riley, Simon Dixon, Emmanouil Benetos, Queen Mary University of London, United Kingdom