Juan Pablo Bello

176 papers A* 3A 3Misc 31Journal 72Unranked 64
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evaluating Compositional Structure in Audio Representations.
CoRR
Chuyang Chen, Bea Steers, Brian McFee, Juan Pablo Bello
2025 — conf
Balancing Information Preservation and Disentanglement in Self-Supervised Music Representation Learning.
WASPAA
Julia Wilkins, Sivan Ding, Magdalena Fuentes, Juan Pablo Bello
2025 J jnl
Balancing Information Preservation and Disentanglement in Self-Supervised Music Representation Learning.
CoRR
Julia Wilkins, Sivan Ding, Magdalena Fuentes, Juan Pablo Bello
2025 J jnl
Controllable Embedding Transformation for Mood-Guided Music Retrieval.
CoRR
Julia Wilkins, Jaehun Kim, Matthew E. P. Davies, Juan Pablo Bello, Matthew C. McCallum
2025 J jnl
HuBar: A Visual Analytics Tool to Explore Human Behavior Based on fNIRS in AR Guidance Systems.
IEEE Trans. Vis. Comput. Graph.
Sonia Castelo, João Rulff, Parikshit Solunke, Erin McGowan, Guande Wu, Irán R. Román, Roque Lopez, Bea Steers, Qi Sun, Juan Pablo Bello, Bradley Feest, Michael Middleton, Ryan McKendrick, Cláudio T. Silva
2025 — conf
Latent Acoustic Mapping for Direction of Arrival Estimation: A Self-Supervised Approach.
WASPAA
Adrian S. Roman, Irán R. Román, Juan Pablo Bello
2025 J jnl
Latent Acoustic Mapping for Direction of Arrival Estimation: A Self-Supervised Approach.
CoRR
Adrian S. Roman, Irán R. Román, Juan Pablo Bello
2025 J jnl
Latent Multi-view Learning for Robust Environmental Sound Representations.
CoRR
Sivan Ding, Julia Wilkins, Magdalena Fuentes, Juan Pablo Bello
2025 A* conf
Perceptually-Guided Acoustic "Foveation".
VR
Xi Peng, Kenneth Chen, Iran Roman, Juan Pablo Bello, Qi Sun, Praneeth Chakravarthula
2025 A conf
Towards Few-Shot Training-Free Anomaly Sound Detection.
INTERSPEECH
Ho-Hsiang Wu, Wei-Cheng Lin, Abinaya Kumar, Luca Bondi, Shabnam Ghaffarzadegan, Juan Pablo Bello
2024 J jnl
: Visualization of AI-Assisted Task Guidance in AR.
IEEE Trans. Vis. Comput. Graph.
Sonia Castelo, João Rulff, Erin McGowan, Bea Steers, Guande Wu, Shaoyu Chen, Irán R. Román, Roque Lopez, Ethan Brewer, Chen Zhao, Jing Qian, Kyunghyun Cho, He He, Qi Sun, Huy T. Vo, Juan Pablo Bello, Michael Krone, Cláudio T. Silva
2024 J jnl
BirdVoxDetect: Large-Scale Detection and Classification of Flight Calls for Bird Migration Monitoring.
IEEE ACM Trans. Audio Speech Lang. Process.
Vincent Lostanlen, Aurora Cramer, Justin Salamon, Andrew Farnsworth, Benjamin Van Doren, Steve Kelling, Juan Pablo Bello
2024 J jnl
HuBar: A Visual Analytics Tool to Explore Human Behaviour based on fNIRS in AR guidance systems.
CoRR
Sonia Castelo, João Rulff, Parikshit Solunke, Erin McGowan, Guande Wu, Irán R. Román, Roque Lopez, Bea Steers, Qi Sun, Juan Pablo Bello, Bradley Feest, Michael Middleton, Ryan McKendrick, Cláudio T. Silva
2024 J jnl
Robust DOA estimation using deep acoustic imaging.
CoRR
Adrian S. Roman, Irán R. Román, Juan Pablo Bello
2024 Misc conf
Robust DoA Estimation from Deep Acoustic Imaging.
ICASSP
Adrian S. Roman, Irán R. Román, Juan Pablo Bello
2024 J jnl
Self-Supervised Multi-View Learning for Disentangled Music Audio Representations.
CoRR
Julia Wilkins, Sivan Ding, Magdalena Fuentes, Juan Pablo Bello
2024 J jnl
Soundata: Reproducible use of audio datasets.
J. Open Source Softw.
Magdalena Fuentes, Genís Plaja-Roglans, Guillem Cortès-Sebastià, Tanmay Khandelwal, Marius Miron, Xavier Serra, Juan Pablo Bello, Justin Salamon
2024 Misc conf
Spatial Scaper: A Library to Simulate and Augment Soundscapes for Sound Event Localization and Detection in Realistic Rooms.
ICASSP
Irán R. Román, Christopher Ick, Sivan Ding, Adrian S. Roman, Brian McFee, Juan Pablo Bello
2024 J jnl
Spatial Scaper: A Library to Simulate and Augment Soundscapes for Sound Event Localization and Detection in Realistic Rooms.
CoRR
Irán R. Román, Christopher Ick, Sivan Ding, Adrian S. Roman, Brian McFee, Juan Pablo Bello
2023 J jnl
ARGUS: Visualization of AI-Assisted Task Guidance in AR.
CoRR
Sonia Castelo, João Rulff, Erin McGowan, Bea Steers, Guande Wu, Shaoyu Chen, Irán R. Román, Roque Lopez, Ethan Brewer, Chen Zhao, Jing Qian, Kyunghyun Cho, He He, Qi Sun, Huy T. Vo, Juan Pablo Bello, Michael Krone, Cláudio T. Silva
2023 Misc conf
Audio-Text Models Do Not Yet Leverage Natural Language.
ICASSP
Ho-Hsiang Wu, Oriol Nieto, Juan Pablo Bello, Justin Salamon
2023 J jnl
Audio-Text Models Do Not Yet Leverage Natural Language.
CoRR
Ho-Hsiang Wu, Oriol Nieto, Juan Pablo Bello, Justin Salamon
2023 — conf
Bridging High-Quality Audio and Video Via Language for Sound Effects Retrieval from Visual Queries.
WASPAA
Julia Wilkins, Justin Salamon, Magdalena Fuentes, Juan Pablo Bello, Oriol Nieto
2023 J jnl
Bridging High-Quality Audio and Video via Language for Sound Effects Retrieval from Visual Queries.
CoRR
Julia Wilkins, Justin Salamon, Magdalena Fuentes, Juan Pablo Bello, Oriol Nieto
2023 Misc conf
Does a Quieter City Mean Fewer Complaints? The Sounds of New York City During Covid-19 Lockdown.
ICASSP
Mark Cartwright, Magdalena Fuentes, Charlie Mydlarz, Fabio Miranda, Juan Pablo Bello
2023 Misc conf
Exploring Approaches to Multi-Task Automatic Synthesizer Programming.
ICASSP
Daniel Faronbi, Irán R. Román, Juan Pablo Bello
2023 Misc conf
Flowgrad: Using Motion for Visual Sound Source Localization.
ICASSP
Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes
2023 — conf
Sound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions.
WASPAA
Saksham Singh Kushwaha, Irán R. Román, Magdalena Fuentes, Juan Pablo Bello
2023 J jnl
Sound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions.
CoRR
Saksham Singh Kushwaha, Irán R. Román, Magdalena Fuentes, Juan Pablo Bello
2023 J jnl
Two vs. Four-Channel Sound Event Localization and Detection.
CoRR
Julia Wilkins, Magdalena Fuentes, Luca Bondi, Shabnam Ghaffarzadegan, Ali Abavisani, Juan Pablo Bello
2022 — conf
A Study on Robustness to Perturbations for Representations of Environmental Sound.
EUSIPCO
Sangeeta Srivastava, Ho-Hsiang Wu, João Rulff, Magdalena Fuentes, Mark Cartwright, Cláudio T. Silva, Anish Arora, Juan Pablo Bello
2022 J jnl
A Study on Robustness to Perturbations for Representations of Environmental Sound.
CoRR
Sangeeta Srivastava, Ho-Hsiang Wu, João Rulff, Magdalena Fuentes, Mark Cartwright, Cláudio T. Silva, Anish Arora, Juan Pablo Bello
2022 A conf
Active Few-Shot Learning for Sound Event Detection.
INTERSPEECH
Yu Wang, Mark Cartwright, Juan Pablo Bello
2022 — conf
Analyzing the Effect of Equal-Angle Spatial Discretization on Sound Event Localization and Detection.
DCASE
Saksham Singh Kushwaha, Irán R. Román, Juan Pablo Bello
2022 J jnl
Eliciting Confidence for Improving Crowdsourced Audio Annotations.
Proc. ACM Hum. Comput. Interact.
Ana Elisa Méndez Méndez, Mark Cartwright, Juan Pablo Bello, Oded Nov
2022 Misc conf
Few-Shot Musical Source Separation.
ICASSP
Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello
2022 J jnl
Few-Shot Musical Source Separation.
CoRR
Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello
2022 J jnl
FlowGrad: Using Motion for Visual Sound Source Localization.
CoRR
Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes
2022 J jnl
From Environmental Monitoring to Mitigation Action: Considerations, Challenges, and Opportunities for HCI.
Proc. ACM Hum. Comput. Interact.
Graham Dove, Shiyu Chen, Daniel Fries, Vanessa Johnson, Charlie Mydlarz, Juan Pablo Bello, Oded Nov
2022 A conf
How to Listen? Rethinking Visual Sound Localization.
INTERSPEECH
Ho-Hsiang Wu, Magdalena Fuentes, Prem Seetharaman, Juan Pablo Bello
2022 J jnl
How to Listen? Rethinking Visual Sound Localization.
CoRR
Ho-Hsiang Wu, Magdalena Fuentes, Prem Seetharaman, Juan Pablo Bello
2022 — conf
Infrastructure-free, Deep Learned Urban Noise Monitoring at ~100mW.
ICCPS
Jihoon Yun, Sangeeta Srivastava, Dhrubojyoti Roy, Nathan Stohs, Charlie Mydlarz, Mahin Salman, Bea Steers, Juan Pablo Bello, Anish Arora
2022 J jnl
Infrastructure-free, Deep Learned Urban Noise Monitoring at ~100mW.
CoRR
Jihoon Yun, Sangeeta Srivastava, Dhrubojyoti Roy, Nathan Stohs, Charlie Mydlarz, Mahin Salman, Bea Steers, Juan Pablo Bello, Anish Arora
2022 J jnl
REIP: A Reconfigurable Environmental Intelligence Platform and Software Framework for Fast Sensor Network Prototyping.
Sensors
Yurii Piadyk, Bea Steers, Charlie Mydlarz, Mahin Salman, Magdalena Fuentes, Junaid Ahmed Khan, Hong Jiang, Kaan Ozbay, Juan Pablo Bello, Cláudio T. Silva
2022 J jnl
Sounds of New York city.
Interactions
Graham Dove, Charlie Mydlarz, Juan Pablo Bello, Oded Nov
2022 J jnl
Urban Rhapsody: Large-scale exploration of urban soundscapes.
Comput. Graph. Forum
João Rulff, Fabio Miranda, Maryam Hosseini, Marcos Lage, Mark Cartwright, Graham Dove, Juan Pablo Bello, Cláudio T. Silva
2022 J jnl
Urban Rhapsody: Large-scale exploration of urban soundscapes.
CoRR
João Rulff, Fabio Miranda, Maryam Hosseini, Marcos Lage, Mark Cartwright, Graham Dove, Juan Pablo Bello, Cláudio T. Silva
2022 Misc conf
Urban Sound & Sight: Dataset And Benchmark For Audio-Visual Urban Scene Understanding.
ICASSP
Magdalena Fuentes, Bea Steers, Pablo Zinemanas, Martín Rocamora, Luca Bondi, Julia Wilkins, Qianyi Shi, Yao Hou, Samarjit Das, Xavier Serra, Juan Pablo Bello
2022 Misc conf
Wav2CLIP: Learning Robust Audio Representations from Clip.
ICASSP
Ho-Hsiang Wu, Prem Seetharaman, Kundan Kumar, Juan Pablo Bello
2021 J jnl
Exploring modality-agnostic representations for music classification.
CoRR
Ho-Hsiang Wu, Magdalena Fuentes, Juan Pablo Bello
2021 Misc conf
Few-Shot Continual Learning for Audio Classification.
ICASSP
Yu Wang, Nicholas J. Bryan, Mark Cartwright, Juan Pablo Bello, Justin Salamon
2021 — conf
MONYC: Music of New York City Dataset.
DCASE
Magdalena Fuentes, Danielle Zhao, Vincent Lostanlen, Mark Cartwright, Charlie Mydlarz, Juan Pablo Bello
2021 Misc conf
Multi-Task Self-Supervised Pre-Training for Music Classification.
ICASSP
Ho-Hsiang Wu, Chieh-Chi Kao, Qingming Tang, Ming Sun, Brian McFee, Juan Pablo Bello, Chao Wang
2021 J jnl
Multi-Task Self-Supervised Pre-Training for Music Classification.
CoRR
Ho-Hsiang Wu, Chieh-Chi Kao, Qingming Tang, Ming Sun, Brian McFee, Juan Pablo Bello, Chao Wang
2021 J jnl
Soundata: A Python library for reproducible use of audio datasets.
CoRR
Magdalena Fuentes, Justin Salamon, Pablo Zinemanas, Martín Rocamora, Genís Paja, Irán R. Román, Rachel M. Bittner, Marius Miron, Xavier Serra, Juan Pablo Bello
2021 Misc conf
Specialized Embedding Approximation for Edge Intelligence: A Case Study in Urban Sound Classification.
ICASSP
Sangeeta Srivastava, Dhrubojyoti Roy, Mark Cartwright, Juan Pablo Bello, Anish Arora
2021 J jnl
Wav2CLIP: Learning Robust Audio Representations From CLIP.
CoRR
Ho-Hsiang Wu, Prem Seetharaman, Kundan Kumar, Juan Pablo Bello
2021 — conf
Weakly Supervised Source-Specific Sound Level Estimation in Noisy Soundscapes.
WASPAA
Aurora Cramer, Mark Cartwright, Fatemeh Pishdadian, Juan Pablo Bello
2021 J jnl
Weakly Supervised Source-Specific Sound Level Estimation in Noisy Soundscapes.
CoRR
Aurora Cramer, Mark Cartwright, Fatemeh Pishdadian, Juan Pablo Bello
2021 — conf
Who Calls The Shots? Rethinking Few-Shot Learning for Audio.
WASPAA
Yu Wang, Nicholas J. Bryan, Justin Salamon, Mark Cartwright, Juan Pablo Bello
2021 J jnl
Who calls the shots? Rethinking Few-Shot Learning for Audio.
CoRR
Yu Wang, Nicholas J. Bryan, Justin Salamon, Mark Cartwright, Juan Pablo Bello
2021 — conf
micarraylib: Software for Reproducible Aggregation, Standardization, and Signal Processing of Microphone Array Datasets.
DCASE
Irán R. Román, Juan Pablo Bello
2020 Misc conf
Chirping up the Right Tree: Incorporating Biological Taxonomies into Deep Bioacoustic Classifiers.
ICASSP
Jason Cramer, Vincent Lostanlen, Andrew Farnsworth, Justin Salamon, Juan Pablo Bello
2020 J jnl
Few-Shot Drum Transcription in Polyphonic Music.
CoRR
Yu Wang, Justin Salamon, Mark Cartwright, Nicholas J. Bryan, Juan Pablo Bello
2020 Misc conf
Few-Shot Sound Event Detection.
ICASSP
Yu Wang, Justin Salamon, Nicholas J. Bryan, Juan Pablo Bello
2020 — conf
Few-shot Drum Transcription in Polyphonic Music.
ISMIR
Yu Wang, Justin Salamon, Mark Cartwright, Nicholas J. Bryan, Juan Pablo Bello
2020 Misc conf
Learning the Helix Topology of Musical Pitch.
ICASSP
Vincent Lostanlen, Sripathi Sridhar, Brian McFee, Andrew Farnsworth, Juan Pablo Bello
2020 J jnl
One or Two Components? The Scattering Transform Answers.
CoRR
Vincent Lostanlen, Alice Cohen-Hadria, Juan Pablo Bello
2020 — conf
One or Two Frequencies? The Scattering Transform Answers.
EUSIPCO
Vincent Lostanlen, Alice Cohen-Hadria, Juan Pablo Bello
2020 — conf
SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context.
DCASE
Mark Cartwright, Jason Cramer, Ana Elisa Méndez Méndez, Yu Wang, Ho-Hsiang Wu, Vincent Lostanlen, Magdalena Fuentes, Graham Dove, Charlie Mydlarz, Justin Salamon, Oded Nov, Juan Pablo Bello
2020 J jnl
SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context.
CoRR
Mark Cartwright, Jason Cramer, Ana Elisa Méndez Méndez, Yu Wang, Ho-Hsiang Wu, Vincent Lostanlen, Magdalena Fuentes, Graham Dove, Charlie Mydlarz, Justin Salamon, Oded Nov, Juan Pablo Bello
2019 Misc conf
A Music Structure Informed Downbeat Tracking System Using Skip-chain Conditional Random Fields and Deep Learning.
ICASSP
Magdalena Fuentes, Brian McFee, Hélène C. Crayencour, Slim Essid, Juan Pablo Bello
2019 Misc conf
Active Learning for Efficient Audio Annotation and Classification with a Large Amount of Unlabeled Data.
ICASSP
Yu Wang, Ana Elisa Méndez Méndez, Mark Cartwright, Juan Pablo Bello
2019 — conf
Adversarial Learning for Improved Onsets and Frames Music Transcription.
ISMIR
Jong Wook Kim, Juan Pablo Bello
2019 J jnl
Adversarial Learning for Improved Onsets and Frames Music Transcription.
CoRR
Jong Wook Kim, Juan Pablo Bello
2019 A* conf
Crowdsourcing Multi-label Audio Annotation Tasks with Citizen Scientists.
CHI
Mark Cartwright, Graham Dove, Ana Elisa Méndez Méndez, Juan Pablo Bello, Oded Nov
2019 — conf
EdgeL^3: Compressing L^3-Net for Mote Scale Urban Noise Monitoring.
IPDPS Workshops
Sangeeta Kumari, Dhrubojyoti Roy, Mark Cartwright, Juan Pablo Bello, Anish Arora
2019 J jnl
Learning the helix topology of musical pitch.
CoRR
Vincent Lostanlen, Sripathi Sridhar, Brian McFee, Andrew Farnsworth, Juan Pablo Bello
2019 — conf
Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization.
DCASE
Vincent Lostanlen, Kaitlin Palmer, Elly Knight, Christopher W. Clark, Holger Klinck, Andrew Farnsworth, Tina Wong, Jason Cramer, Juan Pablo Bello
2019 J jnl
Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization.
CoRR
Vincent Lostanlen, Kaitlin Palmer, Elly Knight, Christopher W. Clark, Holger Klinck, Andrew Farnsworth, Tina Wong, Jason Cramer, Juan Pablo Bello
2019 Misc conf
Look, Listen, and Learn More: Design Choices for Deep Audio Embeddings.
ICASSP
Jason Cramer, Ho-Hsiang Wu, Justin Salamon, Juan Pablo Bello
2019 — conf
Machine-Crowd-Expert Model for Increasing User Engagement and Annotation Quality.
CHI Extended Abstracts
Ana Elisa Méndez Méndez, Mark Cartwright, Juan Pablo Bello
2019 Misc conf
Neural Music Synthesis for Flexible Timbre Control.
ICASSP
Jong Wook Kim, Rachel M. Bittner, Aparna Kumar, Juan Pablo Bello
2019 J jnl
Open-Source Practices for Music Signal Processing Research: Recommendations for Transparent, Sustainable, and Reproducible Audio Research.
IEEE Signal Process. Mag.
Brian McFee, Jong Wook Kim, Mark Cartwright, Justin Salamon, Rachel M. Bittner, Juan Pablo Bello
2019 J jnl
Per-Channel Energy Normalization: Why and How.
IEEE Signal Process. Lett.
Vincent Lostanlen, Justin Salamon, Mark Cartwright, Brian McFee, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello
2019 J jnl
Robust sound event detection in bioacoustic sensor networks.
CoRR
Vincent Lostanlen, Justin Salamon, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello
2019 — conf
SONYC Urban Sound Tagging (SONYC-UST): A Multilabel Dataset from an Urban Acoustic Sensor Network.
DCASE
Mark Cartwright, Ana Elisa Méndez Méndez, Jason Cramer, Vincent Lostanlen, Graham Dove, Ho-Hsiang Wu, Justin Salamon, Oded Nov, Juan Pablo Bello
2019 J jnl
SONYC: a system for monitoring, analyzing, and mitigating urban noise pollution.
Commun. ACM
Juan Pablo Bello, Cláudio T. Silva, Oded Nov, R. Luke DuBois, Anish Arora, Justin Salamon, Charles Mydlarz, Harish Doraiswamy
2019 J jnl
The Life of a New York City Noise Sensor Network.
Sensors
Charlie Mydlarz, Mohit S. Sharma, Yitzchak Lockerman, Ben Steers, Cláudio T. Silva, Juan Pablo Bello
2019 J jnl
The life of a New York City noise sensor network.
CoRR
Charlie Mydlarz, Mohit S. Sharma, Yitzchak Lockerman, Ben Steers, Cláudio T. Silva, Juan Pablo Bello
2019 — conf
Tracking Beats and Microtiming in Afro-Latin American Music Using Conditional Random Fields and Deep Learning.
ISMIR
Magdalena Fuentes, Lucas Simões Maia, Martín Rocamora, Luiz W. P. Biscainho, Hélène C. Crayencour, Slim Essid, Juan Pablo Bello
2019 — conf
Tricycle: Audio Representation Learning from Sensor Network Data Using Self-Supervision.
WASPAA
Mark Cartwright, Jason Cramer, Justin Salamon, Juan Pablo Bello
2019 — conf
Voice Anonymization in Urban Sound Recordings.
MLSP
Alice Cohen-Hadria, Mark Cartwright, Brian McFee, Juan Pablo Bello
2018 J jnl
Adaptive Pooling Operators for Weakly Labeled Sound Event Detection.
IEEE ACM Trans. Audio Speech Lang. Process.
Brian McFee, Justin Salamon, Juan Pablo Bello
2018 J jnl
Adaptive pooling operators for weakly labeled sound event detection.
CoRR
Brian McFee, Justin Salamon, Juan Pablo Bello
2018 — conf
Analysis of Common Design Choices in Deep Learning Systems for Downbeat Tracking.
ISMIR
Magdalena Fuentes, Brian McFee, Hélène C. Crayencour, Slim Essid, Juan Pablo Bello
2018 Misc conf
Birdvox-Full-Night: A Dataset and Benchmark for Avian Flight Call Detection.
ICASSP
Vincent Lostanlen, Justin Salamon, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello
2018 J jnl
CREPE: A Convolutional Representation for Pitch Estimation.
CoRR
Jong Wook Kim, Justin Salamon, Peter Li, Juan Pablo Bello
2018 Misc conf
Crepe: A Convolutional Representation for Pitch Estimation.
ICASSP
Jong Wook Kim, Justin Salamon, Peter Li, Juan Pablo Bello
2018 — conf
GuitarSet: A Dataset for Guitar Transcription.
ISMIR
Qingyang Xi, Rachel M. Bittner, Johan Pauwels, Xuzhou Ye, Juan Pablo Bello
2018 Misc conf
Investigating the Effect of Sound-Event Loudness on Crowdsourced Audio Annotations.
ICASSP
Mark Cartwright, Justin Salamon, Ayanna Seals, Oded Nov, Juan Pablo Bello
2018 J jnl
Multitask Learning for Fundamental Frequency Estimation in Music.
CoRR
Rachel M. Bittner, Brian McFee, Juan Pablo Bello
2018 J jnl
Neural Music Synthesis for Flexible Timbre Control.
CoRR
Jong Wook Kim, Rachel M. Bittner, Aparna Kumar, Juan Pablo Bello
2018 — ed.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2018, Surrey, UK, November 19-20, 2018
DCASE
Mark D. Plumbley, Christian Kroos, Juan Pablo Bello, Gaël Richard, Daniel P. W. Ellis, Annamaria Mesaros
2018 J jnl
SONYC: A System for the Monitoring, Analysis and Mitigation of Urban Noise Pollution.
CoRR
Juan Pablo Bello, Cláudio T. Silva, Oded Nov, R. Luke DuBois, Anish Arora, Justin Salamon, Charles Mydlarz, Harish Doraiswamy
2017 — conf
An Analysis/Synthesis Framework for Automatic F0 Annotation of Multitrack Datasets.
ISMIR
Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan J. Bosch, Emilia Gómez, Juan Pablo Bello
2017 J jnl
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification.
IEEE Signal Process. Lett.
Justin Salamon, Juan Pablo Bello
2017 — conf
Deep Salience Representations for F0 Estimation in Polyphonic Music.
ISMIR
Rachel M. Bittner, Brian McFee, Justin Salamon, Peter Li, Juan Pablo Bello
2017 — conf
Fast Music and Audio Processing Using the Julia Language.
Semantic Audio
Jong Wook Kim, Spencer Russell, Juan Pablo Bello
2017 Misc conf
Fusing shallow and deep learning for bioacoustic bird species classification.
ICASSP
Justin Salamon, Juan Pablo Bello, Andrew Farnsworth, Steve Kelling
2017 J jnl
Introduction to the Special Section on Sound Scene and Event Analysis.
IEEE ACM Trans. Audio Speech Lang. Process.
Gaël Richard, Tuomas Virtanen, Juan Pablo Bello, Nobutaka Ono, Hervé Glotin
2017 — conf
Pitch Contours as a Mid-Level Representation for Music Informatics.
Semantic Audio
Rachel M. Bittner, Justin Salamon, Juan J. Bosch, Juan Pablo Bello
2017 Misc conf
Pitch contour tracking in music using Harmonic Locked Loops.
ICASSP
Rachel M. Bittner, Avery Wang, Juan Pablo Bello
2017 J jnl
Robust Downbeat Tracking Using an Ensemble of Convolutional Networks.
IEEE ACM Trans. Audio Speech Lang. Process.
Simon Durand, Juan Pablo Bello, Bertrand David, Gaël Richard
2017 — conf
Scaper: A library for soundscape synthesis and augmentation.
WASPAA
Justin Salamon, Duncan MacConnell, Mark Cartwright, Peter Li, Juan Pablo Bello
2017 J jnl
Seeing Sound: Investigating the Effects of Visualizations and Complexity on Crowdsourced Audio Annotations.
Proc. ACM Hum. Comput. Interact.
Mark Cartwright, Ayanna Seals, Justin Salamon, Alex C. Williams, Stefanie Mikloska, Duncan MacConnell, Edith Law, Juan Pablo Bello, Oded Nov
2017 — conf
Structured Training for Large-Vocabulary Chord Recognition.
ISMIR
Brian McFee, Juan Pablo Bello
2017 Misc conf
Towards the characterization of singing styles in world music.
ICASSP
Maria Panteli, Rachel M. Bittner, Juan Pablo Bello, Simon Dixon
2016 J jnl
Computational Music Structure Analysis (Dagstuhl Seminar 16092).
Dagstuhl Reports
Meinard Müller, Elaine Chew, Juan Pablo Bello
2016 J jnl
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification.
CoRR
Justin Salamon, Juan Pablo Bello
2016 Misc conf
Feature adapted convolutional neural networks for downbeat tracking.
ICASSP
Simon Durand, Juan Pablo Bello, Bertrand David, Gaël Richard
2016 J jnl
Robust Downbeat Tracking Using an Ensemble of Convolutional Networks.
CoRR
Simon Durand, Juan Pablo Bello, Bertrand David, Gaël Richard
2016 — conf
Systematic Exploration of Computational Music Structure Research.
ISMIR
Oriol Nieto, Juan Pablo Bello
2016 J jnl
The Implementation of Low-cost Urban Acoustic Monitoring Devices.
CoRR
Charlie Mydlarz, Justin Salamon, Juan Pablo Bello
2015 — conf
A Software Framework for Musical Data Augmentation.
ISMIR
Brian McFee, Eric J. Humphrey, Juan Pablo Bello
2015 Misc conf
Downbeat tracking with multiple features and deep neural networks.
ICASSP
Simon Durand, Juan Pablo Bello, Bertrand David, Gaël Richard
2015 — conf
Feature learning with deep scattering for urban sound analysis.
EUSIPCO
Justin Salamon, Juan Pablo Bello
2015 — conf
Four Timely Insights on Automatic Chord Estimation.
ISMIR
Eric J. Humphrey, Juan Pablo Bello
2015 — conf
Hierarchical Evaluation of Segment Boundary Detection.
ISMIR
Brian McFee, Oriol Nieto, Juan Pablo Bello
2015 — conf
Improving and Adapting Finite State Transducer Methods for Musical Accompaniment.
ICMC
Jonathan P. Forsyth, Rachel M. Bittner, Michael Musick, Juan Pablo Bello
2015 — conf
Melody Extraction by Contour Classification.
ISMIR
Rachel M. Bittner, Justin Salamon, Slim Essid, Juan Pablo Bello
2015 Misc conf
Unsupervised feature learning for urban sound classification.
ICASSP
Justin Salamon, Juan Pablo Bello
2014 A* conf
A Dataset and Taxonomy for Urban Sound Research.
ACM Multimedia
Justin Salamon, Christopher Jacoby, Juan Pablo Bello
2014 Misc conf
From music audio to chord tablature: Teaching deep convolutional networks toplay guitar.
ICASSP
Eric J. Humphrey, Juan Pablo Bello
2014 — conf
JAMS: A JSON Annotated Music Specification for Reproducible MIR Research.
ISMIR
Eric J. Humphrey, Justin Salamon, Oriol Nieto, Jon Forsyth, Rachel M. Bittner, Juan Pablo Bello
2014 — ch.
Machine Listening of Music.
Digital Da Vinci
Juan Pablo Bello
2014 — conf
MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research.
ISMIR
Rachel M. Bittner, Justin Salamon, Mike Tierney, Matthias Mauch, Chris Cannam, Juan Pablo Bello
2014 Misc conf
Music segment similarity using 2D-Fourier Magnitude Coefficients.
ICASSP
Oriol Nieto, Juan Pablo Bello
2014 J jnl
On the Relative Importance of Individual Components of Chord Recognition Systems.
IEEE ACM Trans. Audio Speech Lang. Process.
Taemin Cho, Juan Pablo Bello
2014 — conf
Perceptual Analysis of the F-Measure to Evaluate Section Boundaries in Music.
ISMIR
Oriol Nieto, Morwaread Mary Farbood, Tristan Jehan, Juan Pablo Bello
2014 — conf
Tonic-Independent Stroke Transcription of the Mridangam.
Semantic Audio
Akshay Anantapadmanabhan, Juan Pablo Bello, Raghava Krishnan, Hema A. Murthy
2013 — conf
Data Driven and Discriminative Projections for Large-Scale Cover Song Identification.
ISMIR
Eric J. Humphrey, Oriol Nieto, Juan Pablo Bello
2013 J jnl
Feature learning and deep architectures: new directions for music informatics.
J. Intell. Inf. Syst.
Eric J. Humphrey, Juan Pablo Bello, Yann LeCun
2012 — conf
A Minimum Frame Error Criterion for Hidden Markov Model Training.
ICMLA (2)
Taemin Cho, Kibeom Kim, Juan Pablo Bello
2012 — conf
Compressing Music Recordings into Audio Summaries.
ISMIR
Oriol Nieto, Eric J. Humphrey, Juan Pablo Bello
2012 J jnl
Improving access to digital music through content-based analysis.
OCLC Syst. Serv.
Juan Pablo Bello, Kent Underwood
2012 Misc conf
Learning a robust Tonnetz-space transform for automatic chord recognition.
ICASSP
Eric J. Humphrey, Taemin Cho, Juan Pablo Bello
2012 — conf
Moving Beyond Feature Design: Deep Architectures and Automatic Feature Learning in Music Informatics.
ISMIR
Eric J. Humphrey, Juan Pablo Bello, Yann LeCun
2012 — conf
Rethinking Automatic Chord Recognition with Convolutional Neural Networks.
ICMLA (2)
Eric J. Humphrey, Juan Pablo Bello
2011 — conf
A Feature Smoothing Method for Chord Recognition Using Recurrence Plots.
ISMIR
Taemin Cho, Juan Pablo Bello
2011 J jnl
Concerto for violin and Markov model: technical perspective.
Commun. ACM
Juan Pablo Bello, Yann LeCun, Robert Rowe
2011 J jnl
Measuring Structural Similarity in Music.
IEEE Trans. Speech Audio Process.
Juan Pablo Bello
2011 — conf
Non-Linear Semantic Embedding for Organizing Large Instrument Sample Libraries.
ICMLA (2)
Eric J. Humphrey, Aron P. Glennon, Juan Pablo Bello
2011 — conf
Random Access Remixing on the iPad.
NIME
Jon Forsyth, Aron P. Glennon, Juan Pablo Bello
2011 J jnl
Unsupervised Discovery of Temporal Structure in Music.
IEEE J. Sel. Top. Signal Process.
Ron J. Weiss, Juan Pablo Bello
2010 — conf
Automatically Generating Syntactically Correct Audio Effects In Max.
ICMC
Aron P. Glennon, Robert Rowe, Juan Pablo Bello
2010 — conf
Identifying Repeated Patterns in Music Using Sparse Convolutive Non-negative Matrix Factorization.
ISMIR
Ron J. Weiss, Juan Pablo Bello
2009 — conf
Grouping Recorded Music by Structural Similarity.
ISMIR
Juan Pablo Bello
2009 — conf
Real-Time Implementation of HMM-Based Chord Estimation in Music Audio.
ICMC
Taemin Cho, Juan Pablo Bello
2008 — ed.
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008
ISMIR
Juan Pablo Bello, Elaine Chew, Douglas Turnbull
2007 — conf
Audio-Based Cover Song Retrieval Using Approximate Chord Sequences: Testing Shifts, Gaps, Swaps and Beats.
ISMIR
Juan Pablo Bello
2007 J jnl
Automatic Rhythm Modification of Drum Loops.
IEEE Signal Process. Lett.
Emmanuel Ravelli, Juan Pablo Bello, Mark B. Sandler
2007 — conf
How Musical are Images? From sound Representation to Image Sonification: an Eco Systemic Approach.
ICMC
Jean-Baptiste Thiebaut, Juan Pablo Bello, Diemo Schwarz
2006 J jnl
Automatic Piano Transcription Using Frequency and Time-Domain Information.
IEEE Trans. Speech Audio Process.
Juan Pablo Bello, Laurent Daudet, Mark B. Sandler
2006 — conf
Drum Sound Analysis for the Manipulation of Rhythm in Drum Loops.
ICASSP (5)
Juan Pablo Bello, Emmanuel Ravelli, Mark B. Sandler
2006 — conf
The Sonic Visualiser: A Visualisation Platform for Semantic Descriptors from Musical Signals.
ISMIR
Chris Cannam, Christian Landone, Mark B. Sandler, Juan Pablo Bello
2005 — conf
A Robust Mid-Level Representation for Harmonic Content in Music Signals.
ISMIR
Juan Pablo Bello, Jeremy Pickens
2005 J jnl
A Tutorial on Onset Detection in Music Signals.
IEEE Trans. Speech Audio Process.
Juan Pablo Bello, Laurent Daudet, Samer A. Abdallah, Chris Duxbury, Mike E. Davies, Mark B. Sandler
2004 — conf
Centre for Digital Music: Studio Report.
ICMC
Juan Pablo Bello, Mark B. Sandler
2004 — conf
Fast labelling of notes in music signals.
ISMIR
Paul Brossier, Juan Pablo Bello, Mark D. Plumbley
2004 J jnl
On the use of phase and energy for musical onset detection in the complex domain.
IEEE Signal Process. Lett.
Juan Pablo Bello, Chris Duxbury, Mike E. Davies, Mark B. Sandler
2004 — conf
Real-time temporal segmentation of note objects in music signals.
ICMC
Paul Brossier, Juan Pablo Bello, Mark D. Plumbley
2003 — conf
Phase-based note onset detection for music signals.
ICASSP (5)
Juan Pablo Bello, Mark B. Sandler
2002 J jnl
Automatic Music Transcription and Audio Source Separation.
Cybern. Syst.
Mark D. Plumbley, Samer A. Abdallah, Juan Pablo Bello, Mike E. Davies, Giuliano Monti, Mark B. Sandler
2002 — conf
Polyphonic Score Retrieval Using Polyphonic Audio Queries: A Harmonic Modeling Approach.
ISMIR
Jeremy Pickens, Juan Pablo Bello, Tim Crawford, Matthew J. Dovey, Giuliano Monti, Mark B. Sandler
2000 — conf
Techniques for Automatic Music Transcription.
ISMIR
Juan Pablo Bello, Giuliano Monti, Mark B. Sandler