Automatic Drum Transcription Using Bi-Directional Recurrent Neural Networks. - Carl Southall; Ryan Stables; Jason Hockman (ISMIR, 2016)

Automatic Drum Transcription for Polyphonic Recordings Using Soft Attention Mechanisms and Convolutional Neural Networks. - Carl Southall; Ryan Stables; Jason Hockman (ISMIR, 2017)

Player Vs Transcriber: A Game Approach To Data Manipulation For Automatic Drum Transcription. - Carl Southall; Ryan Stables; Jason Hockman (ISMIR, 2018)

Improving Peak-picking Using Multiple Time-step Loss Functions. - Carl Southall; Ryan Stables; Jason Hockman (ISMIR, 2018)

A Review of Automatic Drum Transcription. - Chih-Wei Wu; Christian Dittmar; Carl Southall; Richard Vogl; Gerhard Widmer; Jason Hockman; Meinard Müller; Alexander Lerch 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2018)