| 2025 | Interspeech | Towards Few-Shot Training-Free Anomaly Sound Detection. | Ho-Hsiang Wu, Wei-Cheng Lin, Abinaya Kumar, Luca Bondi, Shabnam Ghaffarzadegan, Juan Pablo Bello |
| 2025 | VR | Perceptually-Guided Acoustic "Foveation". | Xi Peng, Kenneth Chen, Iran Roman, Juan Pablo Bello, Qi Sun, Praneeth Chakravarthula |
| 2024 | ICASSP | Spatial Scaper: A Library to Simulate and Augment Soundscapes for Sound Event Localization and Detection in Realistic Rooms. | Irn R. Romn, Christopher Ick, Sivan Ding, Adrian S. Roman, Brian McFee, Juan Pablo Bello |
| 2024 | ICASSP | Robust DoA Estimation from Deep Acoustic Imaging. | Adrian S. Roman, Irn R. Romn, Juan Pablo Bello |
| 2023 | ICASSP | Does a Quieter City Mean Fewer Complaints? The Sounds of New York City During Covid-19 Lockdown. | Mark Cartwright, Magdalena Fuentes, Charlie Mydlarz, Fabio Miranda, Juan Pablo Bello |
| 2023 | ICASSP | Exploring Approaches to Multi-Task Automatic Synthesizer Programming. | Daniel Faronbi, Irn R. Romn, Juan Pablo Bello |
| 2023 | ICASSP | Flowgrad: Using Motion for Visual Sound Source Localization. | Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes |
| 2023 | ICASSP | Audio-Text Models Do Not Yet Leverage Natural Language. | Ho-Hsiang Wu, Oriol Nieto, Juan Pablo Bello, Justin Salamon |
| 2022 | ICASSP | Urban Sound & Sight: Dataset And Benchmark For Audio-Visual Urban Scene Understanding. | Magdalena Fuentes, Bea Steers, Pablo Zinemanas, Martn Rocamora, Luca Bondi, Julia Wilkins, Qianyi Shi, Yao Hou, Samarjit Das, Xavier Serra, Juan Pablo Bello |
| 2022 | ICASSP | Few-Shot Musical Source Separation. | Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello |
| 2022 | ICASSP | Wav2CLIP: Learning Robust Audio Representations from Clip. | Ho-Hsiang Wu, Prem Seetharaman, Kundan Kumar, Juan Pablo Bello |
| 2022 | Interspeech | Active Few-Shot Learning for Sound Event Detection. | Yu Wang, Mark Cartwright, Juan Pablo Bello |
| 2022 | Interspeech | How to Listen? Rethinking Visual Sound Localization. | Ho-Hsiang Wu, Magdalena Fuentes, Prem Seetharaman, Juan Pablo Bello |
| 2021 | ICASSP | Few-Shot Continual Learning for Audio Classification. | Yu Wang, Nicholas J. Bryan, Mark Cartwright, Juan Pablo Bello, Justin Salamon |
| 2021 | ICASSP | Specialized Embedding Approximation for Edge Intelligence: A Case Study in Urban Sound Classification. | Sangeeta Srivastava, Dhrubojyoti Roy, Mark Cartwright, Juan Pablo Bello, Anish Arora |
| 2021 | ICASSP | Multi-Task Self-Supervised Pre-Training for Music Classification. | Ho-Hsiang Wu, Chieh-Chi Kao, Qingming Tang, Ming Sun, Brian McFee, Juan Pablo Bello, Chao Wang |
| 2020 | ICASSP | Chirping up the Right Tree: Incorporating Biological Taxonomies into Deep Bioacoustic Classifiers. | Jason Cramer, Vincent Lostanlen, Andrew Farnsworth, Justin Salamon, Juan Pablo Bello |
| 2020 | ICASSP | Learning the Helix Topology of Musical Pitch. | Vincent Lostanlen, Sripathi Sridhar, Brian McFee, Andrew Farnsworth, Juan Pablo Bello |
| 2020 | ICASSP | Few-Shot Sound Event Detection. | Yu Wang, Justin Salamon, Nicholas J. Bryan, Juan Pablo Bello |
| 2019 | CHI | Crowdsourcing Multi-label Audio Annotation Tasks with Citizen Scientists. | Mark Cartwright, Graham Dove, Ana Elisa Mndez Mndez, Juan Pablo Bello, Oded Nov |
| 2019 | CHI | Machine-Crowd-Expert Model for Increasing User Engagement and Annotation Quality. | Ana Elisa Mndez Mndez, Mark Cartwright, Juan Pablo Bello |
| 2019 | ICASSP | Look, Listen, and Learn More: Design Choices for Deep Audio Embeddings. | Jason Cramer, Ho-Hsiang Wu, Justin Salamon, Juan Pablo Bello |
| 2019 | ICASSP | A Music Structure Informed Downbeat Tracking System Using Skip-chain Conditional Random Fields and Deep Learning. | Magdalena Fuentes, Brian McFee, Hlne C. Crayencour, Slim Essid, Juan Pablo Bello |
| 2019 | ICASSP | Neural Music Synthesis for Flexible Timbre Control. | Jong Wook Kim, Rachel M. Bittner, Aparna Kumar, Juan Pablo Bello |
| 2019 | ICASSP | Active Learning for Efficient Audio Annotation and Classification with a Large Amount of Unlabeled Data. | Yu Wang, Ana Elisa Mndez Mndez, Mark Cartwright, Juan Pablo Bello |
| 2018 | ICASSP | Investigating the Effect of Sound-Event Loudness on Crowdsourced Audio Annotations. | Mark Cartwright, Justin Salamon, Ayanna Seals, Oded Nov, Juan Pablo Bello |
| 2018 | ICASSP | Crepe: A Convolutional Representation for Pitch Estimation. | Jong Wook Kim, Justin Salamon, Peter Li, Juan Pablo Bello |
| 2018 | ICASSP | Birdvox-Full-Night: A Dataset and Benchmark for Avian Flight Call Detection. | Vincent Lostanlen, Justin Salamon, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello |
| 2017 | ICASSP | Pitch contour tracking in music using Harmonic Locked Loops. | Rachel M. Bittner, Avery Wang, Juan Pablo Bello |
| 2017 | ICASSP | Towards the characterization of singing styles in world music. | Maria Panteli, Rachel M. Bittner, Juan Pablo Bello, Simon Dixon |
| 2017 | ICASSP | Fusing shallow and deep learning for bioacoustic bird species classification. | Justin Salamon, Juan Pablo Bello, Andrew Farnsworth, Steve Kelling |
| 2016 | ICASSP | Feature adapted convolutional neural networks for downbeat tracking. | Simon Durand, Juan Pablo Bello, Bertrand David, Gal Richard |
| 2015 | ICASSP | Downbeat tracking with multiple features and deep neural networks. | Simon Durand, Juan Pablo Bello, Bertrand David, Gal Richard |
| 2015 | ICASSP | Unsupervised feature learning for urban sound classification. | Justin Salamon, Juan Pablo Bello |
| 2014 | ICASSP | From music audio to chord tablature: Teaching deep convolutional networks toplay guitar. | Eric J. Humphrey, Juan Pablo Bello |
| 2014 | ICASSP | Music segment similarity using 2D-Fourier Magnitude Coefficients. | Oriol Nieto, Juan Pablo Bello |
| 2012 | ICASSP | Learning a robust Tonnetz-space transform for automatic chord recognition. | Eric J. Humphrey, Taemin Cho, Juan Pablo Bello |
| 2012 | ICMLA | A Minimum Frame Error Criterion for Hidden Markov Model Training. | Taemin Cho, Kibeom Kim, Juan Pablo Bello |
| 2012 | ICMLA | Rethinking Automatic Chord Recognition with Convolutional Neural Networks. | Eric J. Humphrey, Juan Pablo Bello |
| 2011 | ICMLA | Non-Linear Semantic Embedding for Organizing Large Instrument Sample Libraries. | Eric J. Humphrey, Aron P. Glennon, Juan Pablo Bello |
| 2006 | ICASSP | Drum Sound Analysis for the Manipulation of Rhythm in Drum Loops. | Juan Pablo Bello, Emmanuel Ravelli, Mark B. Sandler |
| 2003 | ICASSP | Phase-based note onset detection for music signals. | Juan Pablo Bello, Mark B. Sandler |