Spatial Scaper: A Library to Simulate and Augment Soundscapes for Sound Event Localization and Detection in Realistic Rooms

1 code implementation • 19 Jan 2024 • Iran R. Roman, Christopher Ick, Sivan Ding, Adrian S. Roman, Brian McFee, Juan P. Bello

Major advancements rely on simulated data with sound events in specific rooms and strong spatio-temporal labels.

Data Augmentation Sound Event Localization and Detection

Exploring modality-agnostic representations for music classification

1 code implementation • 2 Jun 2021 • Ho-Hsiang Wu, Magdalena Fuentes, Juan P. Bello

We train music instrument classifiers that can take both images or sounds as input, and perform comparably to sound-only or image-only classifiers.

Classification Cross-Modal Retrieval +4

Multitask Learning for Fundamental Frequency Estimation in Music

1 code implementation • 2 Sep 2018 • Rachel M. Bittner, Brian McFee, Juan P. Bello

Fundamental frequency (f0) estimation from polyphonic music includes the tasks of multiple-f0, melody, vocal, and bass line estimation.