1.4k citations · 1.7k across the 26 of their papers we have counts for
5 papers · 1 filter
Neural Music Synthesis for Flexible Timbre Control
Jong Wook Kim, Rachel Bittner, Aparna Kumar +1
The recent success of raw audio waveform synthesis models like WaveNet motivates a new approach for music synthesis, in which the entire process --- creating audio samples from a s…
Multitask Learning for Fundamental Frequency Estimation in Music
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. Historically these problems have been approa…
SONYC: A System for the Monitoring, Analysis and Mitigation of Urban Noise Pollution
Juan Pablo Bello, Claudio Silva, Oded Nov +5
We present the Sounds of New York City (SONYC) project, a smart cities initiative focused on developing a cyber-physical system for the monitoring, analysis and mitigation of urban…
Adaptive pooling operators for weakly labeled sound event detection
Brian McFee, Justin Salamon, Juan Pablo Bello
Sound event detection (SED) methods are tasked with labeling segments of audio recordings by the presence of active sound sources. SED is typically posed as a supervised machine le…
CREPE: A Convolutional Representation for Pitch Estimation
Jong Wook Kim, Justin Salamon, Peter Li +1
The task of estimating the fundamental frequency of a monophonic sound recording, also known as pitch tracking, is fundamental to audio processing with multiple applications in spe…