22 citations · 104 across the 29 of their papers we have counts for
4 papers · 1 filter
Explicitly Conditioned Melody Generation: A Case Study with Interdependent RNNs
Benjamin Genchel, Ashis Pati, Alexander Lerch
Deep generative models for symbolic music are typically designed to model temporal dependencies in music so as to predict the next musical event given previous events. In many case…
An Attention Mechanism for Musical Instrument Recognition
Siddharth Gururani, Mohit Sharma, Alexander Lerch
While the automatic recognition of musical instruments has seen significant progress, the task is still considered hard for music featuring multiple instruments as opposed to singl…
Learning to Traverse Latent Spaces for Musical Score Inpainting
Ashis Pati, Alexander Lerch, Gaëtan Hadjeres
Music Inpainting is the task of filling in missing or lost information in a piece of music. We investigate this task from an interactive music creation perspective. To this end, a…
Music Performance Analysis: A Survey
Alexander Lerch, Claire Arthur, Ashis Pati +1
Music Information Retrieval (MIR) tends to focus on the analysis of audio signals. Often, a single music recording is used as representative of a "song" even though different perfo…