80 citations · 195 across the 10 of their papers we have counts for
11 papers
Data Augmentation for Instrument Classification Robust to Audio Effects
António Ramires, Xavier Serra
Reusing recorded sounds (sampling) is a key component in Electronic Music Production (EMP), which has been present since its early days and is at the core of genres like hip-hop or…
Toward Interpretable Music Tagging with Self-Attention
Minz Won, Sanghyuk Chun, Xavier Serra
Self-attention is an attention mechanism that learns a representation by relating different positions in the sequence. The transformer, which is a sequence model solely based on se…
Multi Web Audio Sequencer: Collaborative Music Making
Xavier Favory, Xavier Serra
Recent advancements in web-based audio systems have enabled sufficiently accurate timing control and real-time sound processing capabilities. Numerous specialized music tools, as w…
Identification of potential Music Information Retrieval technologies for computer-aided jingju singing training
Rong Gong, Xavier Serra
Music Information Retrieval (MIR) technologies have been proven useful in assisting western classical singing training. Jingju (also known as Beijing or Peking opera) singing is di…
Creating an A Cappella Singing Audio Dataset for Automatic Jingju Singing Evaluation Research
Rong Gong, Rafael Caro Repetto, Xavier Serra
The data-driven computational research on automatic jingju (also known as Beijing or Peking opera) singing evaluation lacks a suitable and comprehensive a cappella singing audio da…
A Deep Multimodal Approach for Cold-start Music Recommendation
Sergio Oramas, Oriol Nieto, Mohamed Sordo +1
An increasing amount of digital music is being published daily. Music streaming services often ingest all available music, but this poses a challenge: how to recommend new artists…