Brian McFee

CoRR, 2023

Foley Sound Synthesis at the DCASE 2023 Challenge.

[BibT_eX]

[DOI]

CoRR, 2023

Transfer Learning and Bias Correction With Pre-Trained Audio Embeddings.

[BibT_eX]

[DOI]

Changhong Wang

Gaël Richard

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

A Repetition-Based Triplet Mining Approach for Music Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

2022

Music Recommendation Systems: Techniques, Use Cases, and Challenges.

[BibT_eX]

[DOI]

Proceedings of the Recommender Systems Handbook, 2022

A Proposal for Foley Sound Synthesis Challenge.

[BibT_eX]

[DOI]

CoRR, 2022

Learning Multi-Level Representations for Hierarchical Music Structure Analysis..

[BibT_eX]

[DOI]

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

2021

Automatic Hierarchy Expansion for Improved Structure and Chord Evaluation.

[BibT_eX]

[DOI]

Katherine M. Kinnaird

Trans. Int. Soc. Music. Inf. Retr., 2021

Interactive Learning of Signal Processing Through Music: Making Fourier Analysis Concrete for Students.

[BibT_eX]

[DOI]

Meinard Müller

Katherine M. Kinnaird

IEEE Signal Process. Mag., 2021

Diarization of Legal Proceedings. Identifying and Transcribing Judicial Speech from Recorded Court Audio.

[BibT_eX]

[DOI]

CoRR, 2021

Multi-Task Self-Supervised Pre-Training for Music Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Sound Event Detection in Urban Audio with Single and Multi-Rate Pcen.

[BibT_eX]

[DOI]

Christopher Ick

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Audio-Based Music Structure Analysis: Current Trends, Open Challenges, and Applications.

[BibT_eX]

[DOI]

Trans. Int. Soc. Music. Inf. Retr., 2020

Multiple F0 Estimation in Vocal Ensembles using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Helena Cuesta

Emilia Gómez

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

Learning the Helix Topology of Musical Pitch.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 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

Entrofy Your Cohort: A Data Science Approach to Candidate Selection.

[BibT_eX]

[DOI]

Daniela Huppenkothen

Laura Norén

CoRR, 2019

Voice Anonymization in Urban Sound Recordings.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Improving Structure Evaluation Through Automatic Hierarchy Expansion.

[BibT_eX]

[DOI]

Katherine M. Kinnaird

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Enhanced Hierarchical Music Structure Annotations via Feature Level Similarity Fusion.

[BibT_eX]

[DOI]

Christopher J. Tralie

Proceedings of the IEEE International Conference on Acoustics, 2019

A Music Structure Informed Downbeat Tracking System Using Skip-chain Conditional Random Fields and Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Adaptive Pooling Operators for Weakly Labeled Sound Event Detection.

[BibT_eX]

[DOI]

Justin Salamon

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

Multitask Learning for Fundamental Frequency Estimation in Music.

[BibT_eX]

[DOI]

Rachel M. Bittner

CoRR, 2018

OpenMIC-2018: An Open Data-set for Multiple Instrument Recognition.

[BibT_eX]

[DOI]

Eric Humphrey

Simon Durand

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Analysis of Common Design Choices in Deep Learning Systems for Downbeat Tracking.

[BibT_eX]

[DOI]

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Bubble Cooperative Networks for Identifying Important Speech Cues.

[BibT_eX]

[DOI]

Viet Anh Trinh

Michael I. Mandel

Proceedings of the Interspeech 2018, 2018

2017

Structured Training for Large-Vocabulary Chord Recognition.

[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

2016

resampy: efficient sample rate conversion in Python.

[BibT_eX]

[DOI]

J. Open Source Softw., 2016

A Plan for Sustainable MIR Evaluation.

[BibT_eX]

[DOI]

Eric J. Humphrey

Julián Urbano

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

2015

Music Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Recommender Systems Handbook, 2015

librosa: Audio and Music Signal Analysis in Python.

[BibT_eX]

[DOI]

Proceedings of the 14th Python in Science Conference 2015 (SciPy 2015), Austin, Texas, July 6, 2015

Hierarchical Evaluation of Segment Boundary Detection.

[BibT_eX]

[DOI]

Oriol Nieto

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

A Software Framework for Musical Data Augmentation.

[BibT_eX]

[DOI]

Eric J. Humphrey

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

2014

Codebook-Based Audio Feature Representation for Music Information Retrieval.

[BibT_eX]

[DOI]

Yonatan Vaizman

IEEE ACM Trans. Audio Speech Lang. Process., 2014

Iterative Category Discovery via Multiple Kernel Metric Learning.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 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

Analyzing Song Structure with Spectral Clustering.

[BibT_eX]

[DOI]

Dan Ellis

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

Speech enhancement by low-rank and convolutive dictionary spectrogram decomposition.

[BibT_eX]

[DOI]

Zhuo Chen

Proceedings of the INTERSPEECH 2014, 2014

Learning to segment songs with ordinal linear discriminant analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Better beat tracking through robust onset aggregation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Robust Structural Metric Learning.

[BibT_eX]

[DOI]

Daryl Lim

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

More like this : machine learning approaches to music similarity.

[BibT_eX]

[DOI]

PhD thesis, 2012

Learning Content Similarity for Music Recommendation.

[BibT_eX]

[DOI]

Luke Barrington

IEEE Trans. Speech Audio Process., 2012

The million song dataset challenge.

[BibT_eX]

[DOI]

Thierry Bertin-Mahieux

Proceedings of the 21st World Wide Web Conference, 2012

How Significant is Statistically Significant? The case of Audio Music Similarity and Retrieval.

[BibT_eX]

[DOI]

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

Hypergraph Models of Playlist Dialects.

[BibT_eX]

[DOI]

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

2011

Contextual Object Localization With Multiple Kernel Nearest Neighbor.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2011

Learning Multi-modal Similarity.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2011

WOMRAD: 2nd workshop on music recommendation and discovery.

[BibT_eX]

[DOI]

Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

The Natural Language of Playlists.

[BibT_eX]

[DOI]

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Large-scale music similarity search with spatial trees.

[BibT_eX]

[DOI]

Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

From region similarity to category discovery.

[BibT_eX]

[DOI]

Serge J. Belongie

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Learning similarity in heterogeneous data.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Learning Similarity from Collaborative Filters.

[BibT_eX]

[DOI]

Luke Barrington

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Collaborative Filtering Based on P2P Networks.

[BibT_eX]

[DOI]

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Metric Learning to Rank.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Multi-class object localization by combining local contextual interactions.

[BibT_eX]

[DOI]

Serge J. Belongie

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Heterogeneous Embedding for Subjective Artist Similarity.

[BibT_eX]

[DOI]

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Partial order embedding with multiple kernels.

[BibT_eX]

[DOI]