27 citations · 36 across the 6 of their papers we have counts for
4 papers · 1 filter
Tempo vs. Pitch: understanding self-supervised tempo estimation
Giovana Morais, Matthew E. P. Davies, Marcelo Queiroz +1
Self-supervision methods learn representations by solving pretext tasks that do not require human-generated labels, alleviating the need for time-consuming annotations. These metho…
Shift If You Can: Counting and Visualising Correction Operations for Beat Tracking Evaluation
A. Sá Pinto, I. Domingues, M. E. P. Davies
In this late-breaking abstract we propose a modified approach for beat tracking evaluation which poses the problem in terms of the effort required to transform a sequence of beat d…
An audio-only method for advertisement detection in broadcast television content
António Ramires, Diogo Cocharro, Matthew E. P. Davies
We address the task of advertisement detection in broadcast television content. While typically approached from a video-only or audio-visual perspective, we present an audio-only m…
User Specific Adaptation in Automatic Transcription of Vocalised Percussion
António Ramires, Rui Penha, Matthew E. P. Davies
The goal of this work is to develop an application that enables music producers to use their voice to create drum patterns when composing in Digital Audio Workstations (DAWs). An e…