Juan Pablo Bello

CoRR, 2024

2023

Two vs. Four-Channel Sound Event Localization and Detection.

[BibT_eX]

[DOI]

Julia Wilkins

Magdalena Fuentes

Luca Bondi

Shabnam Ghaffarzadegan

Ali Abavisani

CoRR, 2023

ARGUS: Visualization of AI-Assisted Task Guidance in AR.

[BibT_eX]

[DOI]

CoRR, 2023

Bridging High-Quality Audio and Video Via Language for Sound Effects Retrieval from Visual Queries.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Sound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions.

[BibT_eX]

[DOI]

Saksham Singh Kushwaha

Magdalena Fuentes

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Audio-Text Models Do Not Yet Leverage Natural Language.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Flowgrad: Using Motion for Visual Sound Source Localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Exploring Approaches to Multi-Task Automatic Synthesizer Programming.

[BibT_eX]

[DOI]

Daniel Faronbi

Proceedings of the IEEE International Conference on Acoustics, 2023

Does a Quieter City Mean Fewer Complaints? The Sounds of New York City During Covid-19 Lockdown.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

REIP: A Reconfigurable Environmental Intelligence Platform and Software Framework for Fast Sensor Network Prototyping.

[BibT_eX]

[DOI]

Sensors, 2022

Eliciting Confidence for Improving Crowdsourced Audio Annotations.

[BibT_eX]

[DOI]

Oded Nov

Proc. ACM Hum. Comput. Interact., 2022

From Environmental Monitoring to Mitigation Action: Considerations, Challenges, and Opportunities for HCI.

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 2022

Sounds of New York city.

[BibT_eX]

[DOI]

Interactions, 2022

Urban Rhapsody: Large-scale exploration of urban soundscapes.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2022

How to Listen? Rethinking Visual Sound Localization.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Active Few-Shot Learning for Sound Event Detection.

[BibT_eX]

[DOI]

Yu Wang

Proceedings of the Interspeech 2022, 2022

Infrastructure-free, Deep Learned Urban Noise Monitoring at ~100mW.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM/IEEE International Conference on Cyber-Physical Systems, 2022

Wav2CLIP: Learning Robust Audio Representations from Clip.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Few-Shot Musical Source Separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Urban Sound & Sight: Dataset And Benchmark For Audio-Visual Urban Scene Understanding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

A Study on Robustness to Perturbations for Representations of Environmental Sound.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Analyzing the Effect of Equal-Angle Spatial Discretization on Sound Event Localization and Detection.

[BibT_eX]

[DOI]

Saksham Singh Kushwaha

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Exploring modality-agnostic representations for music classification.

[BibT_eX]

[DOI]

Ho-Hsiang Wu

Magdalena Fuentes

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

Weakly Supervised Source-Specific Sound Level Estimation in Noisy Soundscapes.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Specialized Embedding Approximation for Edge Intelligence: A Case Study in Urban Sound Classification.

[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

micarraylib: Software for Reproducible Aggregation, Standardization, and Signal Processing of Microphone Array Datasets.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

MONYC: Music of New York City Dataset.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

2020

One or Two Components? The Scattering Transform Answers.

[BibT_eX]

[DOI]

Vincent Lostanlen

Alice Cohen-Hadria

CoRR, 2020

Few-shot Drum Transcription in Polyphonic Music.

[BibT_eX]

[DOI]

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

Few-Shot Sound Event Detection.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Learning the Helix Topology of Musical Pitch.

[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

One or Two Frequencies? The Scattering Transform Answers.

[BibT_eX]

[DOI]

Vincent Lostanlen

Alice Cohen-Hadria

Proceedings of the 28th European Signal Processing Conference, 2020

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

[BibT_eX]

[DOI]

Jason Cramer

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

The Life of a New York City Noise Sensor Network.

[BibT_eX]

[DOI]

Sensors, 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

Voice Anonymization in Urban Sound Recordings.

[BibT_eX]

[DOI]

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

Adversarial Learning for Improved Onsets and Frames Music Transcription.

[BibT_eX]

[DOI]

Jong Wook Kim

Hélène Camille Crayencour

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

Tracking Beats and Microtiming in Afro-Latin American Music Using Conditional Random Fields and Deep Learning.

[BibT_eX]

[DOI]

Slim Essid

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

EdgeL^3: Compressing L^3-Net for Mote Scale Urban Noise Monitoring.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

Active Learning for Efficient Audio Annotation and Classification with a Large Amount of Unlabeled Data.

[BibT_eX]

[DOI]

Yu Wang

Proceedings of the IEEE International Conference on Acoustics, 2019

Neural Music Synthesis for Flexible Timbre Control.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization.

[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]

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

Machine-Crowd-Expert Model for Increasing User Engagement and Annotation Quality.

[BibT_eX]

[DOI]

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

Crowdsourcing Multi-label Audio Annotation Tasks with Citizen Scientists.

[BibT_eX]

[DOI]

Graham Dove

Oded Nov

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]

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

Multitask Learning for Fundamental Frequency Estimation in Music.

[BibT_eX]

[DOI]

Rachel M. Bittner

CoRR, 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

GuitarSet: A Dataset for Guitar Transcription.

[BibT_eX]

[DOI]

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

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

Introduction to the Special Section on Sound Scene and Event Analysis.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Robust Downbeat Tracking Using an Ensemble of Convolutional Networks.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 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

Fast Music and Audio Processing Using the Julia Language.

[BibT_eX]

[DOI]

Jong Wook Kim

Spencer Russell

Proceedings of the AES International Conference Semantic Audio 2017, 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

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

Fusing shallow and deep learning for bioacoustic bird species classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Towards the characterization of singing styles in world music.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Pitch contour tracking in music using Harmonic Locked Loops.

[BibT_eX]

[DOI]

Rachel M. Bittner

Avery Wang

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Computational Music Structure Analysis (Dagstuhl Seminar 16092).

[BibT_eX]

[DOI]

Meinard Müller

Elaine Chew

Dagstuhl Reports, 2016

The Implementation of Low-cost Urban Acoustic Monitoring Devices.

[BibT_eX]

[DOI]

Charlie Mydlarz

CoRR, 2016

Systematic Exploration of Computational Music Structure Research.

[BibT_eX]

[DOI]

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

Feature adapted convolutional neural networks for downbeat tracking.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Hierarchical Evaluation of Segment Boundary Detection.

[BibT_eX]

[DOI]

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

A Software Framework for Musical Data Augmentation.

[BibT_eX]

[DOI]

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

Four Timely Insights on Automatic Chord Estimation.

[BibT_eX]

[DOI]

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

Melody Extraction by Contour Classification.

[BibT_eX]

[DOI]

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

Improving and Adapting Finite State Transducer Methods for Musical Accompaniment.

[BibT_eX]

[DOI]

Proceedings of the Looking Back, 2015

Unsupervised feature learning for urban sound classification.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Downbeat tracking with multiple features and deep neural networks.

[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

On the Relative Importance of Individual Components of Chord Recognition Systems.

[BibT_eX]

[DOI]

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

Tonic-Independent Stroke Transcription of the Mridangam.

[BibT_eX]

[DOI]

Akshay Anantapadmanabhan

Raghava Krishnan

Hema A. Murthy

Proceedings of the AES International Conference on Semantic Audio 2014, 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

Perceptual Analysis of the F-Measure to Evaluate Section Boundaries in Music.

[BibT_eX]

[DOI]

Morwaread Mary Farbood

Tristan Jehan

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

Music segment similarity using 2D-Fourier Magnitude Coefficients.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

From music audio to chord tablature: Teaching deep convolutional networks toplay guitar.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Machine Listening of Music.

[BibT_eX]

[DOI]

Proceedings of the Digital Da Vinci - Computers in Music, 2014

2013

Feature learning and deep architectures: new directions for music informatics.

[BibT_eX]

[DOI]

Yann LeCun

J. Intell. Inf. Syst., 2013

Data Driven and Discriminative Projections for Large-Scale Cover Song Identification.

[BibT_eX]

[DOI]

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

2012

Improving access to digital music through content-based analysis.

[BibT_eX]

[DOI]

Kent Underwood

OCLC Syst. Serv., 2012

Compressing Music Recordings into Audio Summaries.

[BibT_eX]

[DOI]

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

Moving Beyond Feature Design: Deep Architectures and Automatic Feature Learning in Music Informatics.

[BibT_eX]

[DOI]

Yann LeCun

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

Rethinking Automatic Chord Recognition with Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

A Minimum Frame Error Criterion for Hidden Markov Model Training.

[BibT_eX]

[DOI]

Kibeom Kim

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Learning a robust Tonnetz-space transform for automatic chord recognition.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Measuring Structural Similarity in Music.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2011

Unsupervised Discovery of Temporal Structure in Music.

[BibT_eX]

[DOI]

Ron J. Weiss

IEEE J. Sel. Top. Signal Process., 2011

Concerto for violin and Markov model: technical perspective.

[BibT_eX]

[DOI]

Yann LeCun

Robert Rowe

Commun. ACM, 2011

Random Access Remixing on the iPad.

[BibT_eX]

[DOI]

Jon Forsyth

Aron P. Glennon

Proceedings of the 11th International Conference on New Interfaces for Musical Expression, 2011

A Feature Smoothing Method for Chord Recognition Using Recurrence Plots.

[BibT_eX]

[DOI]

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

Non-Linear Semantic Embedding for Organizing Large Instrument Sample Libraries.

[BibT_eX]

[DOI]

Aron P. Glennon

Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

2010

Identifying Repeated Patterns in Music Using Sparse Convolutive Non-negative Matrix Factorization.

[BibT_eX]

[DOI]

Ron J. Weiss

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

Automatically Generating Syntactically Correct Audio Effects In Max.

[BibT_eX]

[DOI]

Aron P. Glennon

Robert Rowe

Proceedings of the 2010 International Computer Music Conference, 2010

2009

Grouping Recorded Music by Structural Similarity.

[BibT_eX]

[DOI]

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

Real-Time Implementation of HMM-Based Chord Estimation in Music Audio.

[BibT_eX]

[DOI]

Proceedings of the 2009 International Computer Music Conference, 2009

2007

Automatic Rhythm Modification of Drum Loops.

[BibT_eX]

[DOI]

Emmanuel Ravelli

IEEE Signal Process. Lett., 2007

Audio-Based Cover Song Retrieval Using Approximate Chord Sequences: Testing Shifts, Gaps, Swaps and Beats.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Music Information Retrieval, 2007

How Musical are Images? From sound Representation to Image Sonification: an Eco Systemic Approach.

[BibT_eX]

[DOI]

Jean-Baptiste Thiebaut

Diemo Schwarz

Proceedings of the 2007 International Computer Music Conference, 2007

2006

Automatic Piano Transcription Using Frequency and Time-Domain Information.

[BibT_eX]

[DOI]

Laurent Daudet

IEEE Trans. Speech Audio Process., 2006

The Sonic Visualiser: A Visualisation Platform for Semantic Descriptors from Musical Signals.

[BibT_eX]

Proceedings of the ISMIR 2006, 2006

Drum Sound Analysis for the Manipulation of Rhythm in Drum Loops.

[BibT_eX]

[DOI]

Emmanuel Ravelli

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

A Tutorial on Onset Detection in Music Signals.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2005

A Robust Mid-Level Representation for Harmonic Content in Music Signals.

[BibT_eX]

[DOI]

Jeremy Pickens

Proceedings of the ISMIR 2005, 2005

2004

On the use of phase and energy for musical onset detection in the complex domain.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2004

Fast labelling of notes in music signals.

[BibT_eX]

[DOI]

Paul Brossier

Mark D. Plumbley

Proceedings of the ISMIR 2004, 2004

Real-time temporal segmentation of note objects in music signals.

[BibT_eX]

[DOI]

Paul Brossier

Mark D. Plumbley

Proceedings of the 2004 International Computer Music Conference, 2004

Centre for Digital Music: Studio Report.

[BibT_eX]

[DOI]

Proceedings of the 2004 International Computer Music Conference, 2004

2003

Phase-based note onset detection for music signals.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Automatic Music Transcription and Audio Source Separation.

[BibT_eX]

[DOI]

Cybern. Syst., 2002

Polyphonic Score Retrieval Using Polyphonic Audio Queries: A Harmonic Modeling Approach.

[BibT_eX]

[DOI]

Proceedings of the ISMIR 2002, 2002

2000

Techniques for Automatic Music Transcription.

[BibT_eX]

[DOI]

Giuliano Monti