helenacuesta
Research scientist on machine learning for music and audio analysis. PhD in music information retrieval (music + machine learning + signal processing).
Barcelona
Pinned Repositories
CBMI2016
Experimenting with musically motivated convolutional neural networks
continuousf0eval
Continuous Metrics for Evaluating Single-f0 Estimation
DCStoolbox
helenacuesta.github.io
Repo for my personal website (in construction)
intonation-assessment
ismir2018-oss-tutorial
ISMIR2018 Tutorial on Open Source and Reproducibility in MIR Research
MelodyExtraction
Melody Extraction project for the MIR course of the master in Sound and Music Computing at UPF (Barcelona).
multif0-estimation-polyvocals
Code for ISMIR 2020 paper: "Multiple F0 Estimation in Vocal Ensembles using Convolutional Neural Networks"
multipitch-streaming-vocals
Multi-pitch streaming in vocal quartets using deep U-Nets based on pitch salience.
voas-vocal-quartets
Voice assignment in vocal quartets based on pitch salience representations
helenacuesta's Repositories
helenacuesta/multif0-estimation-polyvocals
Code for ISMIR 2020 paper: "Multiple F0 Estimation in Vocal Ensembles using Convolutional Neural Networks"
helenacuesta/MelodyExtraction
Melody Extraction project for the MIR course of the master in Sound and Music Computing at UPF (Barcelona).
helenacuesta/DCStoolbox
helenacuesta/voas-vocal-quartets
Voice assignment in vocal quartets based on pitch salience representations
helenacuesta/intonation-assessment
helenacuesta/multipitch-streaming-vocals
Multi-pitch streaming in vocal quartets using deep U-Nets based on pitch salience.
helenacuesta/CBMI2016
Experimenting with musically motivated convolutional neural networks
helenacuesta/continuousf0eval
Continuous Metrics for Evaluating Single-f0 Estimation
helenacuesta/helenacuesta.github.io
Repo for my personal website (in construction)
helenacuesta/ismir2018-oss-tutorial
ISMIR2018 Tutorial on Open Source and Reproducibility in MIR Research
helenacuesta/medleydb
helenacuesta/mir_eval
Evaluation functions for music/audio information retrieval/signal processing algorithms.
helenacuesta/pd-grainders
granular synthesis in Pd
helenacuesta/VocaliseAnalysis
Assignment for the Audio and Music Processing Lab from the SMC master at UPF (Barcelona). Analysis of the piece 'Vocalise' by Rachmaninoff and composition of new melodies based on this piece.
helenacuesta/wimir-eurovision
Exploratory analysis of Eurovision Song Contest data