36 citations · 36 across the 4 of their papers we have counts for
3 papers · 1 filter
Evaluating Interval-based Tokenization for Pitch Representation in Symbolic Music Analysis
Dinh-Viet-Toan Le, Louis Bigo, Mikaela Keller
Symbolic music analysis tasks are often performed by models originally developed for Natural Language Processing, such as Transformers. Such models require the input data to be rep…
Analyzing Byte-Pair Encoding on Monophonic and Polyphonic Symbolic Music: A Focus on Musical Phrase Segmentation
Dinh-Viet-Toan Le, Louis Bigo, Mikaela Keller
Byte-Pair Encoding (BPE) is an algorithm commonly used in Natural Language Processing to build a vocabulary of subwords, which has been recently applied to symbolic music. Given th…
Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey
Dinh-Viet-Toan Le, Louis Bigo, Mikaela Keller +1
Several adaptations of Transformers models have been developed in various domains since its breakthrough in Natural Language Processing (NLP). This trend has spread into the field…