36 citations · 36 across the 4 of their papers we have counts for
4 papers
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…
METEOR: Melody-aware Texture-controllable Symbolic Orchestral Music Generation via Transformer VAE
Dinh-Viet-Toan Le, Yi-Hsuan Yang
Re-orchestration is the process of adapting a music piece for a different set of instruments. By altering the original instrumentation, the orchestrator often modifies the musical…
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…