80 citations · 332 across the 29 of their papers we have counts for
5 papers · 1 filter
The Freesound Loop Dataset and Annotation Tool
Antonio Ramires, Frederic Font, Dmitry Bogdanov +7
Music loops are essential ingredients in electronic music production, and there is a high demand for pre-recorded loops in a variety of styles. Several commercial and community dat…
TIV.lib: an open-source library for the tonal description of musical audio
António Ramires, Gilberto Bernardes, Matthew E. P. Davies +1
In this paper, we present TIV.lib, an open-source library for the content-based tonal description of musical audio signals. Its main novelty relies on the perceptually-inspired Ton…
Evaluation of CNN-based Automatic Music Tagging Models
Minz Won, Andres Ferraro, Dmitry Bogdanov +1
Recent advances in deep learning accelerated the development of content-based automatic music tagging systems. Music information retrieval (MIR) researchers proposed various archit…
TensorFlow Audio Models in Essentia
Pablo Alonso-Jiménez, Dmitry Bogdanov, Jordi Pons +1
Essentia is a reference open-source C++/Python library for audio and music analysis. In this work, we present a set of algorithms that employ TensorFlow in Essentia, allow predicti…
Neural Percussive Synthesis Parameterised by High-Level Timbral Features
António Ramires, Pritish Chandna, Xavier Favory +2
We present a deep neural network-based methodology for synthesising percussive sounds with control over high-level timbral characteristics of the sounds. This approach allows for i…