237 citations · 1.1k across the 32 of their papers we have counts for
8 papers · 1 filter
Upsampling layers for music source separation
Jordi Pons, Joan Serrà, Santiago Pascual +3
Upsampling artifacts are caused by problematic upsampling layers and due to spectral replicas that emerge while upsampling. Also, depending on the used upsampling layer, such artif…
Lognormals, Power Laws and Double Power Laws in the Distribution of Frequencies of Harmonic Codewords from Classical Music
Marc Serra-Peralta, Joan Serrà, Álvaro Corral
Zipf's law is a paradigm describing the importance of different elements in communication systems, especially in linguistics. Despite the complexity of the hierarchical structure o…
Assessing Algorithmic Biases for Musical Version Identification
Furkan Yesiler, Marius Miron, Joan Serrà +1
Version identification (VI) systems now offer accurate and scalable solutions for detecting different renditions of a musical composition, allowing the use of these systems in indu…
Audio-based Musical Version Identification: Elements and Challenges
Furkan Yesiler, Guillaume Doras, Rachel M. Bittner +2
In this article, we aim to provide a review of the key ideas and approaches proposed in 20 years of scientific literature around musical version identification (VI) research and co…
Adversarial Auto-Encoding for Packet Loss Concealment
Santiago Pascual, Joan Serrà, Jordi Pons
Communication technologies like voice over IP operate under constrained real-time conditions, with voice packets being subject to delays and losses from the network. In such cases,…
Heaps' Law and Vocabulary Richness in the History of Classical Music Harmony
Marc Serra-Peralta, Joan Serrà, Álvaro Corral
Music is a fundamental human construct, and harmony provides the building blocks of musical language. Using the Kunstderfuge corpus of classical music, we analyze the historical ev…