Justin Salamon

Proceedings of the Interspeech 2022, 2022

It's Time for Artistic Correspondence in Music and Video.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Soundata: A Python library for reproducible use of audio datasets.

[BibT_eX]

[DOI]

CoRR, 2021

Who Calls The Shots? Rethinking Few-Shot Learning for Audio.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

HEAR: Holistic Evaluation of Audio Representations.

[BibT_eX]

[DOI]

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

Emotion Embedding Spaces for Matching Music to Stories.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Deep Embeddings and Section Fusion Improve Music Segmentation.

[BibT_eX]

[DOI]

Oriol Nieto

Nicholas J. Bryan

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

What's all the Fuss about Free Universal Sound Separation Data?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Sound Event Detection and Separation: A Benchmark on Desed Synthetic Soundscapes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Few-Shot Continual Learning for Audio Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Metric learning vs classification for disentangled music representation learning.

[BibT_eX]

[DOI]

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Few-shot Drum Transcription in Polyphonic Music.

[BibT_eX]

[DOI]

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Controllable Neural Prosody Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

Few-Shot Sound Event Detection.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Sound Event Detection in Synthetic Domestic Environments.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Disentangled Multidimensional Metric Learning for Music Similarity.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Chirping up the Right Tree: Incorporating Biological Taxonomies into Deep Bioacoustic Classifiers.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Improving Sound Event Detection in Domestic Environments using Sound Separation.

[BibT_eX]

[DOI]

Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context.

[BibT_eX]

[DOI]

Mark Cartwright

Jason Cramer

Ana Elisa Méndez Méndez

Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

Telling Left From Right: Learning Spatial Correspondence of Sight and Sound.

[BibT_eX]

[DOI]

Karren Yang

Bryan Russell

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Open-Source Practices for Music Signal Processing Research: Recommendations for Transparent, Sustainable, and Reproducible Audio Research.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2019

Per-Channel Energy Normalization: Why and How.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2019

Robust sound event detection in bioacoustic sensor networks.

[BibT_eX]

[DOI]

CoRR, 2019

SONYC: a system for monitoring, analyzing, and mitigating urban noise pollution.

[BibT_eX]

[DOI]

Commun. ACM, 2019

Tricycle: Audio Representation Learning from Sensor Network Data Using Self-Supervision.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

Look, Listen, and Learn More: Design Choices for Deep Audio Embeddings.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Sound Event Detection in Domestic Environments with Weakly Labeled Data and Soundscape Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

SONYC Urban Sound Tagging (SONYC-UST): A Multilabel Dataset from an Urban Acoustic Sensor Network.

[BibT_eX]

[DOI]

Mark Cartwright

Ana Elisa Méndez Méndez

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

HistoryTracker: Minimizing Human Interactions in Baseball Game Annotation.

[BibT_eX]

[DOI]

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Adaptive Pooling Operators for Weakly Labeled Sound Event Detection.

[BibT_eX]

[DOI]

Brian McFee

IEEE ACM Trans. Audio Speech Lang. Process., 2018

SONYC: A System for the Monitoring, Analysis and Mitigation of Urban Noise Pollution.

[BibT_eX]

[DOI]

CoRR, 2018

Time Lattice: A Data Structure for the Interactive Visual Analysis of Large Time Series.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2018

Birdvox-Full-Night: A Dataset and Benchmark for Avian Flight Call Detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Crepe: A Convolutional Representation for Pitch Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Investigating the Effect of Sound-Event Loudness on Crowdsourced Audio Annotations.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2017

Seeing Sound: Investigating the Effects of Visualizations and Complexity on Crowdsourced Audio Annotations.

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 2017

Scaper: A library for soundscape synthesis and augmentation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Pitch Contours as a Mid-Level Representation for Music Informatics.

[BibT_eX]

[DOI]

Proceedings of the AES International Conference Semantic Audio 2017, 2017

An Analysis/Synthesis Framework for Automatic F0 Annotation of Multitrack Datasets.

[BibT_eX]

[DOI]

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Deep Salience Representations for F0 Estimation in Polyphonic Music.

[BibT_eX]

[DOI]

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Fusing shallow and deep learning for bioacoustic bird species classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

The Implementation of Low-cost Urban Acoustic Monitoring Devices.

[BibT_eX]

[DOI]

Charlie Mydlarz

CoRR, 2016

Ensemble: A Hybrid Human-Machine System for Generating Melody Scores from Audio.

[BibT_eX]

[DOI]

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

A Comparison of Melody Extraction Methods Based on Source-Filter Modelling.

[BibT_eX]

[DOI]

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

2015

Melody Extraction by Contour Classification.

[BibT_eX]

[DOI]

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Unsupervised feature learning for urban sound classification.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Feature learning with deep scattering for urban sound analysis.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Melody Extraction from Polyphonic Music Signals: Approaches, applications, and challenges.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2014

A Dataset and Taxonomy for Urban Sound Research.

[BibT_eX]

[DOI]

Christopher Jacoby

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

MIR_EVAL: A Transparent Implementation of Common MIR Metrics.

[BibT_eX]

[DOI]

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

JAMS: A JSON Annotated Music Specification for Reproducible MIR Research.

[BibT_eX]

[DOI]

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research.

[BibT_eX]

[DOI]

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Sensing Urban Soundscapes.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

2013

Melody extraction from polyphonic music signals.

[BibT_eX]

[DOI]

PhD thesis, 2013

Tonal representations for music retrieval: from version identification to query-by-humming.

[BibT_eX]

[DOI]

Joan Serrà

Int. J. Multim. Inf. Retr., 2013

ESSENTIA: an open-source library for sound and music analysis.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

Essentia: An Audio Analysis Library for Music Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

2012

Melody Extraction From Polyphonic Music Signals Using Pitch Contour Characteristics.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2012

Melody, bass line, and harmony representations for music version identification.

[BibT_eX]

[DOI]

Joan Serrà

Proceedings of the 21st World Wide Web Conference, 2012

Current Challenges in the Evaluation of Predominant Melody Extraction Algorithms.

[BibT_eX]

[DOI]

Julián Urbano

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Statistical Characterisation of Melodic Pitch Contours and its Application for Melody Extraction.

[BibT_eX]

[DOI]

Geoffroy Peeters

Axel Röbel

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

A Multipitch Approach to Tonic Identification in Indian Classical Music.

[BibT_eX]

[DOI]

Francisco Escobar-Borrego

Sankalp Gulati

Xavier Serra

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Tracking Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings.

[BibT_eX]

[DOI]

Aggelos Pikrakis

Francisco Gómez

Sergio Oramas

José Miguel Díaz-Báñez

Joaquín Mora

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Predominant Fundamental Frequency Estimation vs Singing Voice Separation for the Automatic Transcription of Accompanied Flamenco Singing.

[BibT_eX]

[DOI]

Francisco J. Cañadas-Quesada

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Musical genre classification using melody features extracted from polyphonic music signals.

[BibT_eX]

[DOI]

Bruno Miguel Machado Rocha

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2009

A Quantitative Evaluation of a Two Stage Retrieval Approach for a Melodic Query by Example System.

[BibT_eX]

[DOI]