Search Results for author: Rachel Bittner

Found 3 papers, 2 papers with code

Data Cleansing with Contrastive Learning for Vocal Note Event Annotations

1 code implementation5 Aug 2020 Gabriel Meseguer-Brocal, Rachel Bittner, Simon Durand, Brian Brost

We propose a novel data cleansing model for time-varying, structured labels which exploits the local structure of the labels, and demonstrate its usefulness for vocal note event annotations in music.

Contrastive Learning Information Retrieval +2

Neural Music Synthesis for Flexible Timbre Control

no code implementations1 Nov 2018 Jong Wook Kim, Rachel Bittner, Aparna Kumar, Juan Pablo Bello

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 score and instrument information --- is modeled using generative neural networks.

Singing Voice Separation with Deep U-Net Convolutional Networks

1 code implementation International Society for Music Information Retrieval 2017 Andreas Jansson, Eric Humphrey, Nicola Montecchio, Rachel Bittner, Aparna Kumar, Tillman Weyde

The decomposition of a music audio signal into its vocal and backing track components is analogous to image-toimage translation, where a mixed spectrogram is transformed into its constituent sources.

Speech Separation Translation

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