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Found 8 papers, 3 papers with code
The GigaMIDI Dataset with Features for Expressive Music Performance Detection
This curated iteration of GigaMIDI encompasses expressively-performed instrument tracks detected by NOMML, containing all General MIDI instruments, constituting 31% of the GigaMIDI dataset, totalling 1, 655, 649 tracks.
MIDI-to-Tab: Guitar Tablature Inference via Masked Language Modeling
Guitar tablatures enrich the structure of traditional music notation by assigning each note to a string and fret of a guitar in a particular tuning, indicating precisely where to play the note on the instrument.
AI (r)evolution -- where are we heading? Thoughts about the future of music and sound technologies in the era of deep learning
The students represent the future generation of AI and music researchers.
ProgGP: From GuitarPro Tablature Neural Generation To Progressive Metal Production
Recent work in the field of symbolic music generation has shown value in using a tokenization based on the GuitarPro format, a symbolic representation supporting guitar expressive attributes, as an input and output representation.
From Words to Music: A Study of Subword Tokenization Techniques in Symbolic Music Generation
Subword tokenization has been widely successful in text-based natural language processing (NLP) tasks with Transformer-based models.
GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers
We trained a BERT model for downstream genre classification and used it to assess the results obtained with the genre-CTRL model.
DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models
In this work, we present DadaGP, a new symbolic music dataset comprising 26, 181 song scores in the GuitarPro format covering 739 musical genres, along with an accompanying tokenized format well-suited for generative sequence models such as the Transformer.
Determination of spectroscopic parameters for 313 M dwarf stars from their APOGEE Data Release 16 H-band spectra
The scientific community's interest on the stellar parameters of M dwarfs has been increasing over the last few years, with potential applications ranging from galactic characterization to exoplanet detection.
Solar and Stellar Astrophysics
