Browsing Electronic Engineering and Computer Science by Author "EDWARDS, D"

Now showing items 1-3 of 3

    • GAPS: A Large and Diverse Classical Guitar Dataset and Benchmark Transcription Model 

      Riley, J; Guo, Z; EDWARDS, D; DIXON, S; ISMIR (2024-11-10)
      We introduce GAPS (Guitar-Aligned Performance Scores), a new dataset of classical guitar performances, and a benchmark guitar transcription model that achieves state-of-the-art performance on GuitarSet in both supervised ...

    • High Resolution Guitar Transcription via Domain Adaptation 

      Riley, JX; EDWARDS, D; Dixon, S; International Conference on Acoustics, Speech and Signal Processing (2024-04-14)
      Automatic music transcription (AMT) has achieved high accuracy for piano due to the availability of large, high-quality datasets such as MAESTRO and MAPS, but comparable datasets are not yet available for other instruments. ...

    • MIDI-to-Tab: Guitar Tablature Inference via Masked Language Modeling 

      EDWARDS, D; Riley, J; Sarmento, P; DIXON, S; ISMIR (2024-11-10)
      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. The problem ...