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2020 – today

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2025
[j29]
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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:
HuBar: A Visual Analytics Tool to Explore Human Behavior Based on fNIRS in AR Guidance Systems. IEEE Trans. Vis. Comput. Graph. 31(1): 119-129 (2025)
2024
[j28]
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Magdalena Fuentes, Genís Plaja-Roglans, Guillem Cortès-Sebastià, Tanmay Khandelwal, Marius Miron, Xavier Serra, Juan Pablo Bello, Justin Salamon:
Soundata: Reproducible use of audio datasets. J. Open Source Softw. 9(98): 6634 (2024)
[j27]
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Vincent Lostanlen, Aurora Cramer, Justin Salamon, Andrew Farnsworth, Benjamin Van Doren, Steve Kelling, Juan Pablo Bello:
BirdVoxDetect: Large-Scale Detection and Classification of Flight Calls for Bird Migration Monitoring. IEEE ACM Trans. Audio Speech Lang. Process. 32: 4134-4145 (2024)
[j26]
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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:
: Visualization of AI-Assisted Task Guidance in AR. IEEE Trans. Vis. Comput. Graph. 30(1): 1313-1323 (2024)
[c97]
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  - conf/icassp/RomanIDRMB24
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Irán R. Román, Christopher Ick, Sivan Ding, Adrian S. Roman, Brian McFee, Juan Pablo Bello:
Spatial Scaper: A Library to Simulate and Augment Soundscapes for Sound Event Localization and Detection in Realistic Rooms. ICASSP 2024: 1221-1225
[c96]
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Adrian S. Roman, Irán R. Román, Juan Pablo Bello:
Robust DoA Estimation from Deep Acoustic Imaging. ICASSP 2024: 1321-1325
[i38]
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  - journals/corr/abs-2401-08717
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Adrian S. Roman, Irán R. Román, Juan Pablo Bello:
Robust DOA estimation using deep acoustic imaging. CoRR abs/2401.08717 (2024)
[i37]
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  - journals/corr/abs-2401-12238
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Irán R. Román, Christopher Ick, Sivan Ding, Adrian S. Roman, Brian McFee, Juan Pablo Bello:
Spatial Scaper: A Library to Simulate and Augment Soundscapes for Sound Event Localization and Detection in Realistic Rooms. CoRR abs/2401.12238 (2024)
[i36]
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  - journals/corr/abs-2407-12260
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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, Claudio Silva:
HuBar: A Visual Analytics Tool to Explore Human Behaviour based on fNIRS in AR guidance systems. CoRR abs/2407.12260 (2024)
[i35]
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  - journals/corr/abs-2411-02711
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Julia Wilkins, Sivan Ding, Magdalena Fuentes, Juan Pablo Bello:
Self-Supervised Multi-View Learning for Disentangled Music Audio Representations. CoRR abs/2411.02711 (2024)
2023
[c95]
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  - conf/icassp/CartwrightFMMB23
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Mark Cartwright, Magdalena Fuentes, Charlie Mydlarz, Fabio Miranda, Juan Pablo Bello:
Does a Quieter City Mean Fewer Complaints? The Sounds of New York City During Covid-19 Lockdown. ICASSP 2023: 1-5
[c94]
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  - conf/icassp/FaronbiRB23
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Daniel Faronbi, Irán R. Román, Juan Pablo Bello:
Exploring Approaches to Multi-Task Automatic Synthesizer Programming. ICASSP 2023: 1-5
[c93]
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  - conf/icassp/SinghZSBF23
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Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes:
Flowgrad: Using Motion for Visual Sound Source Localization. ICASSP 2023: 1-5
[c92]
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  - conf/icassp/WuNBS23
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Ho-Hsiang Wu, Oriol Nieto, Juan Pablo Bello, Justin Salamon:
Audio-Text Models Do Not Yet Leverage Natural Language. ICASSP 2023: 1-5
[c91]
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  - conf/waspaa/KushwahaRFB23
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Saksham Singh Kushwaha, Irán R. Román, Magdalena Fuentes, Juan Pablo Bello:
Sound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions. WASPAA 2023: 1-5
[c90]
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  - conf/waspaa/WilkinsSFBN23
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Julia Wilkins, Justin Salamon, Magdalena Fuentes, Juan Pablo Bello, Oriol Nieto:
Bridging High-Quality Audio and Video Via Language for Sound Effects Retrieval from Visual Queries. WASPAA 2023: 1-5
[i34]
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  - journals/corr/abs-2303-10667
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Ho-Hsiang Wu, Oriol Nieto, Juan Pablo Bello, Justin Salamon:
Audio-Text Models Do Not Yet Leverage Natural Language. CoRR abs/2303.10667 (2023)
[i33]
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  - journals/corr/abs-2308-06246
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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:
ARGUS: Visualization of AI-Assisted Task Guidance in AR. CoRR abs/2308.06246 (2023)
[i32]
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  - journals/corr/abs-2308-09089
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Julia Wilkins, Justin Salamon, Magdalena Fuentes, Juan Pablo Bello, Oriol Nieto:
Bridging High-Quality Audio and Video via Language for Sound Effects Retrieval from Visual Queries. CoRR abs/2308.09089 (2023)
[i31]
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  - journals/corr/abs-2309-09288
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Saksham Singh Kushwaha, Irán R. Román, Magdalena Fuentes, Juan Pablo Bello:
Sound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions. CoRR abs/2309.09288 (2023)
[i30]
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  - journals/corr/abs-2309-13343
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Julia Wilkins, Magdalena Fuentes, Luca Bondi, Shabnam Ghaffarzadegan, Ali Abavisani, Juan Pablo Bello:
Two vs. Four-Channel Sound Event Localization and Detection. CoRR abs/2309.13343 (2023)
2022
[j25]
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  - journals/cgf/RulffMHLCDBS22
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João Rulff, Fabio Miranda, Maryam Hosseini, Marcos Lage, Mark Cartwright, Graham Dove, Juan Pablo Bello, Cláudio T. Silva:
Urban Rhapsody: Large-scale exploration of urban soundscapes. Comput. Graph. Forum 41(3): 209-221 (2022)
[j24]
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  - journals/interactions/DoveMBN22
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Graham Dove, Charlie Mydlarz, Juan Pablo Bello, Oded Nov:
Sounds of New York city. Interactions 29(3): 32-35 (2022)
[j23]
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  - journals/pacmhci/MendezCBN22
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Ana Elisa Méndez Méndez, Mark Cartwright, Juan Pablo Bello, Oded Nov:
Eliciting Confidence for Improving Crowdsourced Audio Annotations. Proc. ACM Hum. Comput. Interact. 6(CSCW1): 88:1-88:25 (2022)
[j22]
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Graham Dove, Shiyu Chen, Daniel Fries, Vanessa Johnson, Charlie Mydlarz, Juan Pablo Bello, Oded Nov:
From Environmental Monitoring to Mitigation Action: Considerations, Challenges, and Opportunities for HCI. Proc. ACM Hum. Comput. Interact. 6(CSCW2): 1-31 (2022)
[j21]
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  - journals/sensors/PiadykSMSFKJOBS22
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Yurii Piadyk, Bea Steers, Charlie Mydlarz, Mahin Salman, Magdalena Fuentes, Junaid Ahmed Khan, Hong Jiang, Kaan Ozbay, Juan Pablo Bello, Cláudio T. Silva:
REIP: A Reconfigurable Environmental Intelligence Platform and Software Framework for Fast Sensor Network Prototyping. Sensors 22(10): 3809 (2022)
[c89]
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  - conf/dcase/KushwahaRB22
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Saksham Singh Kushwaha, Irán R. Román, Juan Pablo Bello:
Analyzing the Effect of Equal-Angle Spatial Discretization on Sound Event Localization and Detection. DCASE 2022
[c88]
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  - conf/eusipco/SrivastavaWRFCS22
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Sangeeta Srivastava, Ho-Hsiang Wu, João Rulff, Magdalena Fuentes, Mark Cartwright, Cláudio T. Silva, Anish Arora, Juan Pablo Bello:
A Study on Robustness to Perturbations for Representations of Environmental Sound. EUSIPCO 2022: 125-129
[c87]
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  - conf/icassp/WangSBB22
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Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello:
Few-Shot Musical Source Separation. ICASSP 2022: 121-125
[c86]
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  - conf/icassp/FuentesSZRBWSHD22
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Magdalena Fuentes, Bea Steers, Pablo Zinemanas, Martín Rocamora, Luca Bondi, Julia Wilkins, Qianyi Shi, Yao Hou, Samarjit Das, Xavier Serra, Juan Pablo Bello:
Urban Sound & Sight: Dataset And Benchmark For Audio-Visual Urban Scene Understanding. ICASSP 2022: 141-145
[c85]
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  - conf/icassp/WuSKB22
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Ho-Hsiang Wu, Prem Seetharaman, Kundan Kumar, Juan Pablo Bello:
Wav2CLIP: Learning Robust Audio Representations from Clip. ICASSP 2022: 4563-4567
[c84]
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  - conf/iccps/YunSRSMSSBA22
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Jihoon Yun, Sangeeta Srivastava, Dhrubojyoti Roy, Nathan Stohs, Charlie Mydlarz, Mahin Salman, Bea Steers, Juan Pablo Bello, Anish Arora:
Infrastructure-free, Deep Learned Urban Noise Monitoring at ~100mW. ICCPS 2022: 56-67
[c83]
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  - conf/interspeech/WuFSB22
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Ho-Hsiang Wu, Magdalena Fuentes, Prem Seetharaman, Juan Pablo Bello:
How to Listen? Rethinking Visual Sound Localization. INTERSPEECH 2022: 876-880
[c82]
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  - conf/interspeech/0105CB22
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Yu Wang, Mark Cartwright, Juan Pablo Bello:
Active Few-Shot Learning for Sound Event Detection. INTERSPEECH 2022: 1551-1555
[i29]
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  - journals/corr/abs-2203-06220
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Jihoon Yun, Sangeeta Srivastava, Dhrubojyoti Roy, Nathan Stohs, Charlie Mydlarz, Mahin Salman, Bea Steers, Juan Pablo Bello, Anish Arora:
Infrastructure-free, Deep Learned Urban Noise Monitoring at ~100mW. CoRR abs/2203.06220 (2022)
[i28]
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  - journals/corr/abs-2203-10425
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Sangeeta Srivastava, Ho-Hsiang Wu, João Rulff, Magdalena Fuentes, Mark Cartwright, Cláudio T. Silva, Anish Arora, Juan Pablo Bello:
A Study on Robustness to Perturbations for Representations of Environmental Sound. CoRR abs/2203.10425 (2022)
[i27]
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  - journals/corr/abs-2204-05156
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Ho-Hsiang Wu, Magdalena Fuentes, Prem Seetharaman, Juan Pablo Bello:
How to Listen? Rethinking Visual Sound Localization. CoRR abs/2204.05156 (2022)
[i26]
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  - journals/corr/abs-2205-01273
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Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello:
Few-Shot Musical Source Separation. CoRR abs/2205.01273 (2022)
[i25]
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  - journals/corr/abs-2205-13064
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João Rulff, Fabio Miranda, Maryam Hosseini, Marcos Lage, Mark Cartwright, Graham Dove, Juan Pablo Bello, Cláudio T. Silva:
Urban Rhapsody: Large-scale exploration of urban soundscapes. CoRR abs/2205.13064 (2022)
[i24]
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  - journals/corr/abs-2211-08367
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Rajsuryan Singh, Pablo Zinemanas, Xavier Serra, Juan Pablo Bello, Magdalena Fuentes:
FlowGrad: Using Motion for Visual Sound Source Localization. CoRR abs/2211.08367 (2022)
2021
[c81]
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  - conf/dcase/RomanB21
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Irán R. Román, Juan Pablo Bello:
micarraylib: Software for Reproducible Aggregation, Standardization, and Signal Processing of Microphone Array Datasets. DCASE 2021: 175-180
[c80]
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Magdalena Fuentes, Danielle Zhao, Vincent Lostanlen, Mark Cartwright, Charlie Mydlarz, Juan Pablo Bello:
MONYC: Music of New York City Dataset. DCASE 2021: 191-195
[c79]
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  - conf/icassp/0105BCBS21
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Yu Wang, Nicholas J. Bryan, Mark Cartwright, Juan Pablo Bello, Justin Salamon:
Few-Shot Continual Learning for Audio Classification. ICASSP 2021: 321-325
[c78]
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  - conf/icassp/WuKTSMBW21
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Ho-Hsiang Wu, Chieh-Chi Kao, Qingming Tang, Ming Sun, Brian McFee, Juan Pablo Bello, Chao Wang:
Multi-Task Self-Supervised Pre-Training for Music Classification. ICASSP 2021: 556-560
[c77]
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  - conf/icassp/SrivastavaRCBA21
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Sangeeta Srivastava, Dhrubojyoti Roy, Mark Cartwright, Juan Pablo Bello, Anish Arora:
Specialized Embedding Approximation for Edge Intelligence: A Case Study in Urban Sound Classification. ICASSP 2021: 8378-8382
[c76]
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  - conf/waspaa/WangBSCB21
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Yu Wang, Nicholas J. Bryan, Justin Salamon, Mark Cartwright, Juan Pablo Bello:
Who Calls The Shots? Rethinking Few-Shot Learning for Audio. WASPAA 2021: 36-40
[c75]
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  - conf/waspaa/CramerCPB21
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Aurora Cramer, Mark Cartwright, Fatemeh Pishdadian, Juan Pablo Bello:
Weakly Supervised Source-Specific Sound Level Estimation in Noisy Soundscapes. WASPAA 2021: 61-65
[i23]
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  - journals/corr/abs-2102-03229
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Ho-Hsiang Wu, Chieh-Chi Kao, Qingming Tang, Ming Sun, Brian McFee, Juan Pablo Bello, Chao Wang:
Multi-Task Self-Supervised Pre-Training for Music Classification. CoRR abs/2102.03229 (2021)
[i22]
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  - journals/corr/abs-2105-02911
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Aurora Cramer, Mark Cartwright, Fatemeh Pishdadian, Juan Pablo Bello:
Weakly Supervised Source-Specific Sound Level Estimation in Noisy Soundscapes. CoRR abs/2105.02911 (2021)
[i21]
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Ho-Hsiang Wu, Magdalena Fuentes, Juan Pablo Bello:
Exploring modality-agnostic representations for music classification. CoRR abs/2106.01149 (2021)
[i20]
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  - journals/corr/abs-2109-12690
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Magdalena Fuentes, Justin Salamon, Pablo Zinemanas, Martín Rocamora, Genís Paja, Irán R. Román, Rachel M. Bittner, Marius Miron, Xavier Serra, Juan Pablo Bello:
Soundata: A Python library for reproducible use of audio datasets. CoRR abs/2109.12690 (2021)
[i19]
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  - journals/corr/abs-2110-09600
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Yu Wang, Nicholas J. Bryan, Justin Salamon, Mark Cartwright, Juan Pablo Bello:
Who calls the shots? Rethinking Few-Shot Learning for Audio. CoRR abs/2110.09600 (2021)
[i18]
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  - journals/corr/abs-2110-11499
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Ho-Hsiang Wu, Prem Seetharaman, Kundan Kumar, Juan Pablo Bello:
Wav2CLIP: Learning Robust Audio Representations From CLIP. CoRR abs/2110.11499 (2021)
2020
[c74]
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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:
SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context. DCASE 2020: 16-20
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Vincent Lostanlen, Alice Cohen-Hadria, Juan Pablo Bello:
One or Two Frequencies? The Scattering Transform Answers. EUSIPCO 2020: 2205-2209
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Vincent Lostanlen, Sripathi Sridhar, Brian McFee, Andrew Farnsworth, Juan Pablo Bello:
Learning the Helix Topology of Musical Pitch. ICASSP 2020: 11-15
[c71]
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Yu Wang, Justin Salamon, Nicholas J. Bryan, Juan Pablo Bello:
Few-Shot Sound Event Detection. ICASSP 2020: 81-85
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Jason Cramer, Vincent Lostanlen, Andrew Farnsworth, Justin Salamon, Juan Pablo Bello:
Chirping up the Right Tree: Incorporating Biological Taxonomies into Deep Bioacoustic Classifiers. ICASSP 2020: 901-905
[c69]
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Yu Wang, Justin Salamon, Mark Cartwright, Nicholas J. Bryan, Juan Pablo Bello:
Few-shot Drum Transcription in Polyphonic Music. ISMIR 2020: 117-124
[i17]
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  - journals/corr/abs-2003-01037
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Vincent Lostanlen, Alice Cohen-Hadria, Juan Pablo Bello:
One or Two Components? The Scattering Transform Answers. CoRR abs/2003.01037 (2020)
[i16]
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  - journals/corr/abs-2008-02791
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Yu Wang, Justin Salamon, Mark Cartwright, Nicholas J. Bryan, Juan Pablo Bello:
Few-Shot Drum Transcription in Polyphonic Music. CoRR abs/2008.02791 (2020)
[i15]
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  - journals/corr/abs-2009-05188
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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:
SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context. CoRR abs/2009.05188 (2020)

2010 – 2019

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What is the meaning of the colors in the publication lists?

2019
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Juan Pablo Bello, Cláudio T. Silva, Oded Nov, R. Luke DuBois, Anish Arora, Justin Salamon, Charles Mydlarz, Harish Doraiswamy:
SONYC: a system for monitoring, analyzing, and mitigating urban noise pollution. Commun. ACM 62(2): 68-77 (2019)
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Charlie Mydlarz, Mohit S. Sharma, Yitzchak Lockerman, Ben Steers, Cláudio T. Silva, Juan Pablo Bello:
The Life of a New York City Noise Sensor Network. Sensors 19(6): 1415 (2019)
[j18]
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Vincent Lostanlen, Justin Salamon, Mark Cartwright, Brian McFee, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello:
Per-Channel Energy Normalization: Why and How. IEEE Signal Process. Lett. 26(1): 39-43 (2019)
[j17]
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Brian McFee, Jong Wook Kim, Mark Cartwright, Justin Salamon, Rachel M. Bittner, Juan Pablo Bello:
Open-Source Practices for Music Signal Processing Research: Recommendations for Transparent, Sustainable, and Reproducible Audio Research. IEEE Signal Process. Mag. 36(1): 128-137 (2019)
[c68]
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Mark Cartwright, Graham Dove, Ana Elisa Méndez Méndez, Juan Pablo Bello, Oded Nov:
Crowdsourcing Multi-label Audio Annotation Tasks with Citizen Scientists. CHI 2019: 292
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Ana Elisa Méndez Méndez, Mark Cartwright, Juan Pablo Bello:
Machine-Crowd-Expert Model for Increasing User Engagement and Annotation Quality. CHI Extended Abstracts 2019
[c66]
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Mark Cartwright, Ana Elisa Méndez Méndez, Jason Cramer, Vincent Lostanlen, Graham Dove, Ho-Hsiang Wu, Justin Salamon, Oded Nov, Juan Pablo Bello:
SONYC Urban Sound Tagging (SONYC-UST): A Multilabel Dataset from an Urban Acoustic Sensor Network. DCASE 2019: 35-39
[c65]
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Vincent Lostanlen, Kaitlin Palmer, Elly Knight, Christopher W. Clark, Holger Klinck, Andrew Farnsworth, Tina Wong, Jason Cramer, Juan Pablo Bello:
Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization. DCASE 2019: 144-148
[c64]
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Jong Wook Kim, Rachel M. Bittner, Aparna Kumar, Juan Pablo Bello:
Neural Music Synthesis for Flexible Timbre Control. ICASSP 2019: 176-180
[c63]
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Magdalena Fuentes, Brian McFee, Hélène C. Crayencour, Slim Essid, Juan Pablo Bello:
A Music Structure Informed Downbeat Tracking System Using Skip-chain Conditional Random Fields and Deep Learning. ICASSP 2019: 481-485
[c62]
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Yu Wang, Ana Elisa Méndez Méndez, Mark Cartwright, Juan Pablo Bello:
Active Learning for Efficient Audio Annotation and Classification with a Large Amount of Unlabeled Data. ICASSP 2019: 880-884
[c61]
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Jason Cramer, Ho-Hsiang Wu, Justin Salamon, Juan Pablo Bello:
Look, Listen, and Learn More: Design Choices for Deep Audio Embeddings. ICASSP 2019: 3852-3856
[c60]
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  - conf/ipps/KumariRCBA19
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Sangeeta Kumari, Dhrubojyoti Roy, Mark Cartwright, Juan Pablo Bello, Anish Arora:
EdgeL^3: Compressing L^3-Net for Mote Scale Urban Noise Monitoring. IPDPS Workshops 2019: 877-884
[c59]
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Magdalena Fuentes, Lucas Maia, Martín Rocamora, Luiz W. P. Biscainho, Hélène Camille Crayencour, Slim Essid, Juan Pablo Bello:
Tracking Beats and Microtiming in Afro-Latin American Music Using Conditional Random Fields and Deep Learning. ISMIR 2019: 251-258
[c58]
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Jong Wook Kim, Juan Pablo Bello:
Adversarial Learning for Improved Onsets and Frames Music Transcription. ISMIR 2019: 670-677
[c57]
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  - conf/mlsp/Cohen-HadriaCMB19
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Alice Cohen-Hadria, Mark Cartwright, Brian McFee, Juan Pablo Bello:
Voice Anonymization in Urban Sound Recordings. MLSP 2019: 1-6
[c56]
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Mark Cartwright, Jason Cramer, Justin Salamon, Juan Pablo Bello:
Tricycle: Audio Representation Learning from Sensor Network Data Using Self-Supervision. WASPAA 2019: 278-282
[i14]
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  - journals/corr/abs-1903-03195
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Charlie Mydlarz, Mohit S. Sharma, Yitzchak Lockerman, Ben Steers, Cláudio T. Silva, Juan Pablo Bello:
The life of a New York City noise sensor network. CoRR abs/1903.03195 (2019)
[i13]
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  - journals/corr/abs-1905-08352
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Vincent Lostanlen, Justin Salamon, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello:
Robust sound event detection in bioacoustic sensor networks. CoRR abs/1905.08352 (2019)
[i12]
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  - journals/corr/abs-1906-08512
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Jong Wook Kim, Juan Pablo Bello:
Adversarial Learning for Improved Onsets and Frames Music Transcription. CoRR abs/1906.08512 (2019)
[i11]
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  - journals/corr/abs-1910-10246
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Vincent Lostanlen, Sripathi Sridhar, Brian McFee, Andrew Farnsworth, Juan Pablo Bello:
Learning the helix topology of musical pitch. CoRR abs/1910.10246 (2019)
[i10]
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  - journals/corr/abs-1911-00417
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Vincent Lostanlen, Kaitlin Palmer, Elly Knight, Christopher W. Clark, Holger Klinck, Andrew Farnsworth, Tina Wong, Jason Cramer, Juan Pablo Bello:
Long-distance Detection of Bioacoustic Events with Per-channel Energy Normalization. CoRR abs/1911.00417 (2019)
2018
[j16]
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Brian McFee, Justin Salamon, Juan Pablo Bello:
Adaptive Pooling Operators for Weakly Labeled Sound Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. 26(11): 2180-2193 (2018)
[c55]
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Jong Wook Kim, Justin Salamon, Peter Li, Juan Pablo Bello:
Crepe: A Convolutional Representation for Pitch Estimation. ICASSP 2018: 161-165
[c54]
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Vincent Lostanlen, Justin Salamon, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello:
Birdvox-Full-Night: A Dataset and Benchmark for Avian Flight Call Detection. ICASSP 2018: 266-270
[c53]
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Mark Cartwright, Justin Salamon, Ayanna Seals, Oded Nov, Juan Pablo Bello:
Investigating the Effect of Sound-Event Loudness on Crowdsourced Audio Annotations. ICASSP 2018: 341-345
[c52]
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Magdalena Fuentes, Brian McFee, Hélène C. Crayencour, Slim Essid, Juan Pablo Bello:
Analysis of Common Design Choices in Deep Learning Systems for Downbeat Tracking. ISMIR 2018: 106-112
[c51]
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Qingyang Xi, Rachel M. Bittner, Johan Pauwels, Xuzhou Ye, Juan Pablo Bello:
GuitarSet: A Dataset for Guitar Transcription. ISMIR 2018: 453-460
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Mark D. Plumbley, Christian Kroos, Juan Pablo Bello, Gaël Richard, Daniel P. W. Ellis, Annamaria Mesaros:
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2018, Surrey, UK, November 19-20, 2018. 2018, ISBN 978-952-15-4262-6 [contents]
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Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello:
Bach10-mf0-synth. Zenodo, 2018
[d4]
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Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello:
MDB-bass-synth. Zenodo, 2018
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Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello:
MDB-melody-synth. Zenodo, 2018
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Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello:
MDB-mf0-synth. Zenodo, 2018
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Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan José Bosch, Emilia Gómez, Juan Pablo Bello:
MDB-stem-synth. Zenodo, 2018
[i9]
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  - journals/corr/abs-1802-06182
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Jong Wook Kim, Justin Salamon, Peter Li, Juan Pablo Bello:
CREPE: A Convolutional Representation for Pitch Estimation. CoRR abs/1802.06182 (2018)
[i8]
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  - journals/corr/abs-1804-10070
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Brian McFee, Justin Salamon, Juan Pablo Bello:
Adaptive pooling operators for weakly labeled sound event detection. CoRR abs/1804.10070 (2018)
[i7]
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  - journals/corr/abs-1805-00889
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Juan Pablo Bello, Cláudio T. Silva, Oded Nov, R. Luke DuBois, Anish Arora, Justin Salamon, Charles Mydlarz, Harish Doraiswamy:
SONYC: A System for the Monitoring, Analysis and Mitigation of Urban Noise Pollution. CoRR abs/1805.00889 (2018)
[i6]
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  - journals/corr/abs-1809-00381
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Rachel M. Bittner, Brian McFee, Juan Pablo Bello:
Multitask Learning for Fundamental Frequency Estimation in Music. CoRR abs/1809.00381 (2018)
[i5]
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  - journals/corr/abs-1811-00223
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Jong Wook Kim, Rachel M. Bittner, Aparna Kumar, Juan Pablo Bello:
Neural Music Synthesis for Flexible Timbre Control. CoRR abs/1811.00223 (2018)
2017
[j15]
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Mark Cartwright, Ayanna Seals, Justin Salamon, Alex C. Williams, Stefanie Mikloska, Duncan MacConnell, Edith Law, Juan Pablo Bello, Oded Nov:
Seeing Sound: Investigating the Effects of Visualizations and Complexity on Crowdsourced Audio Annotations. Proc. ACM Hum. Comput. Interact. 1(CSCW): 29:1-29:21 (2017)
[j14]
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Justin Salamon, Juan Pablo Bello:
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification. IEEE Signal Process. Lett. 24(3): 279-283 (2017)
[j13]
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Simon Durand, Juan Pablo Bello, Bertrand David, Gaël Richard:
Robust Downbeat Tracking Using an Ensemble of Convolutional Networks. IEEE ACM Trans. Audio Speech Lang. Process. 25(1): 72-85 (2017)
[j12]
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Gaël Richard, Tuomas Virtanen, Juan Pablo Bello, Nobutaka Ono, Hervé Glotin:
Introduction to the Special Section on Sound Scene and Event Analysis. IEEE ACM Trans. Audio Speech Lang. Process. 25(6): 1169-1171 (2017)
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Justin Salamon, Juan Pablo Bello, Andrew Farnsworth, Steve Kelling:
Fusing shallow and deep learning for bioacoustic bird species classification. ICASSP 2017: 141-145
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Rachel M. Bittner, Avery Wang, Juan Pablo Bello:
Pitch contour tracking in music using Harmonic Locked Loops. ICASSP 2017: 191-195
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Maria Panteli, Rachel M. Bittner, Juan Pablo Bello, Simon Dixon:
Towards the characterization of singing styles in world music. ICASSP 2017: 636-640
[c47]
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Rachel M. Bittner, Brian McFee, Justin Salamon, Peter Li, Juan Pablo Bello:
Deep Salience Representations for F0 Estimation in Polyphonic Music. ISMIR 2017: 63-70
[c46]
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Justin Salamon, Rachel M. Bittner, Jordi Bonada, Juan J. Bosch, Emilia Gómez, Juan Pablo Bello:
An Analysis/Synthesis Framework for Automatic F0 Annotation of Multitrack Datasets. ISMIR 2017: 71-78
[c45]
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Brian McFee, Juan Pablo Bello:
Structured Training for Large-Vocabulary Chord Recognition. ISMIR 2017: 188-194
[c44]
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Rachel M. Bittner, Justin Salamon, Juan J. Bosch, Juan Pablo Bello:
Pitch Contours as a Mid-Level Representation for Music Informatics. Semantic Audio 2017
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Jong Wook Kim, Spencer Russell, Juan Pablo Bello:
Fast Music and Audio Processing Using the Julia Language. Semantic Audio 2017
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Justin Salamon, Duncan MacConnell, Mark Cartwright, Peter Li, Juan Pablo Bello:
Scaper: A library for soundscape synthesis and augmentation. WASPAA 2017: 344-348
2016
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Simon Durand, Juan Pablo Bello, Bertrand David, Gaël Richard:
Feature adapted convolutional neural networks for downbeat tracking. ICASSP 2016: 296-300
[c40]
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Oriol Nieto, Juan Pablo Bello:
Systematic Exploration of Computational Music Structure Research. ISMIR 2016: 547-553
[i4]
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Simon Durand, Juan Pablo Bello, Bertrand David, Gaël Richard:
Robust Downbeat Tracking Using an Ensemble of Convolutional Networks. CoRR abs/1605.08396 (2016)
[i3]
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Charlie Mydlarz, Justin Salamon, Juan Pablo Bello:
The Implementation of Low-cost Urban Acoustic Monitoring Devices. CoRR abs/1605.08450 (2016)
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Justin Salamon, Juan Pablo Bello:
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification. CoRR abs/1608.04363 (2016)
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Meinard Müller, Elaine Chew, Juan Pablo Bello:
Computational Music Structure Analysis (Dagstuhl Seminar 16092). Dagstuhl Reports 6(2): 147-190 (2016)
2015
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Justin Salamon, Juan Pablo Bello:
Feature learning with deep scattering for urban sound analysis. EUSIPCO 2015: 724-728
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Justin Salamon, Juan Pablo Bello:
Unsupervised feature learning for urban sound classification. ICASSP 2015: 171-175
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Simon Durand, Juan Pablo Bello, Bertrand David, Gaël Richard:
Downbeat tracking with multiple features and deep neural networks. ICASSP 2015: 409-413
[c36]
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Jonathan P. Forsyth, Rachel M. Bittner, Michael Musick, Juan Pablo Bello:
Improving and Adapting Finite State Transducer Methods for Musical Accompaniment. ICMC 2015
[c35]
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Brian McFee, Eric J. Humphrey, Juan Pablo Bello:
A Software Framework for Musical Data Augmentation. ISMIR 2015: 248-254
[c34]
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Brian McFee, Oriol Nieto, Juan Pablo Bello:
Hierarchical Evaluation of Segment Boundary Detection. ISMIR 2015: 406-412
[c33]
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Rachel M. Bittner, Justin Salamon, Slim Essid, Juan Pablo Bello:
Melody Extraction by Contour Classification. ISMIR 2015: 500-506
[c32]
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Eric J. Humphrey, Juan Pablo Bello:
Four Timely Insights on Automatic Chord Estimation. ISMIR 2015: 673-679
2014
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Taemin Cho, Juan Pablo Bello:
On the Relative Importance of Individual Components of Chord Recognition Systems. IEEE ACM Trans. Audio Speech Lang. Process. 22(2): 477-492 (2014)
[c31]
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Oriol Nieto, Juan Pablo Bello:
Music segment similarity using 2D-Fourier Magnitude Coefficients. ICASSP 2014: 664-668
[c30]
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Eric J. Humphrey, Juan Pablo Bello:
From music audio to chord tablature: Teaching deep convolutional networks toplay guitar. ICASSP 2014: 6974-6978
[c29]
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Rachel M. Bittner, Justin Salamon, Mike Tierney, Matthias Mauch, Chris Cannam, Juan Pablo Bello:
MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research. ISMIR 2014: 155-160
[c28]
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Oriol Nieto, Morwaread Mary Farbood, Tristan Jehan, Juan Pablo Bello:
Perceptual Analysis of the F-Measure to Evaluate Section Boundaries in Music. ISMIR 2014: 265-270
[c27]
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Eric J. Humphrey, Justin Salamon, Oriol Nieto, Jon Forsyth, Rachel M. Bittner, Juan Pablo Bello:
JAMS: A JSON Annotated Music Specification for Reproducible MIR Research. ISMIR 2014: 591-596
[c26]
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Justin Salamon, Christopher Jacoby, Juan Pablo Bello:
A Dataset and Taxonomy for Urban Sound Research. ACM Multimedia 2014: 1041-1044
[c25]
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Akshay Anantapadmanabhan, Juan Pablo Bello, Raghava Krishnan, Hema A. Murthy:
Tonic-Independent Stroke Transcription of the Mridangam. Semantic Audio 2014
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Juan Pablo Bello:
Machine Listening of Music. Digital Da Vinci 2014: 159-184
2013
[j10]
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Eric J. Humphrey, Juan Pablo Bello, Yann LeCun:
Feature learning and deep architectures: new directions for music informatics. J. Intell. Inf. Syst. 41(3): 461-481 (2013)
[c24]
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Eric J. Humphrey, Oriol Nieto, Juan Pablo Bello:
Data Driven and Discriminative Projections for Large-Scale Cover Song Identification. ISMIR 2013: 149-154
2012
[j9]
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Juan Pablo Bello, Kent Underwood:
Improving access to digital music through content-based analysis. OCLC Syst. Serv. 28(1): 17-31 (2012)
[c23]
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Eric J. Humphrey, Taemin Cho, Juan Pablo Bello:
Learning a robust Tonnetz-space transform for automatic chord recognition. ICASSP 2012: 453-456
[c22]
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Eric J. Humphrey, Juan Pablo Bello:
Rethinking Automatic Chord Recognition with Convolutional Neural Networks. ICMLA (2) 2012: 357-362
[c21]
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Taemin Cho, Kibeom Kim, Juan Pablo Bello:
A Minimum Frame Error Criterion for Hidden Markov Model Training. ICMLA (2) 2012: 363-368
[c20]
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Oriol Nieto, Eric J. Humphrey, Juan Pablo Bello:
Compressing Music Recordings into Audio Summaries. ISMIR 2012: 313-318
[c19]
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Eric J. Humphrey, Juan Pablo Bello, Yann LeCun:
Moving Beyond Feature Design: Deep Architectures and Automatic Feature Learning in Music Informatics. ISMIR 2012: 403-408
2011
[j8]
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Juan Pablo Bello, Yann LeCun, Robert Rowe:
Concerto for violin and Markov model: technical perspective. Commun. ACM 54(3): 86 (2011)
[j7]
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Ron J. Weiss, Juan Pablo Bello:
Unsupervised Discovery of Temporal Structure in Music. IEEE J. Sel. Top. Signal Process. 5(6): 1240-1251 (2011)
[j6]
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Juan Pablo Bello:
Measuring Structural Similarity in Music. IEEE Trans. Speech Audio Process. 19(7): 2013-2025 (2011)
[c18]
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Eric J. Humphrey, Aron P. Glennon, Juan Pablo Bello:
Non-Linear Semantic Embedding for Organizing Large Instrument Sample Libraries. ICMLA (2) 2011: 142-147
[c17]
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Taemin Cho, Juan Pablo Bello:
A Feature Smoothing Method for Chord Recognition Using Recurrence Plots. ISMIR 2011: 651-656
[c16]
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Jon Forsyth, Aron P. Glennon, Juan Pablo Bello:
Random Access Remixing on the iPad. NIME 2011: 487-490
2010
[c15]
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Aron P. Glennon, Robert Rowe, Juan Pablo Bello:
Automatically Generating Syntactically Correct Audio Effects In Max. ICMC 2010
[c14]
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Ron J. Weiss, Juan Pablo Bello:
Identifying Repeated Patterns in Music Using Sparse Convolutive Non-negative Matrix Factorization. ISMIR 2010: 123-128

2000 – 2009

see FAQ

What is the meaning of the colors in the publication lists?

2009
[c13]
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Taemin Cho, Juan Pablo Bello:
Real-Time Implementation of HMM-Based Chord Estimation in Music Audio. ICMC 2009
[c12]
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Juan Pablo Bello:
Grouping Recorded Music by Structural Similarity. ISMIR 2009: 531-536
2008
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Juan Pablo Bello, Elaine Chew, Douglas Turnbull:
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008. 2008, ISBN 978-0-615-24849-3 [contents]
2007
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Emmanuel Ravelli, Juan Pablo Bello, Mark B. Sandler:
Automatic Rhythm Modification of Drum Loops. IEEE Signal Process. Lett. 14(4): 228-231 (2007)
[c11]
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Jean-Baptiste Thiebaut, Juan Pablo Bello, Diemo Schwarz:
How Musical are Images? From sound Representation to Image Sonification: an Eco Systemic Approach. ICMC 2007
[c10]
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Juan Pablo Bello:
Audio-Based Cover Song Retrieval Using Approximate Chord Sequences: Testing Shifts, Gaps, Swaps and Beats. ISMIR 2007: 239-244
2006
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Juan Pablo Bello, Laurent Daudet, Mark B. Sandler:
Automatic Piano Transcription Using Frequency and Time-Domain Information. IEEE Trans. Speech Audio Process. 14(6): 2242-2251 (2006)
[c9]
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Juan Pablo Bello, Emmanuel Ravelli, Mark B. Sandler:
Drum Sound Analysis for the Manipulation of Rhythm in Drum Loops. ICASSP (5) 2006: 233-236
[c8]
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Chris Cannam, Christian Landone, Mark B. Sandler, Juan Pablo Bello:
The Sonic Visualiser: A Visualisation Platform for Semantic Descriptors from Musical Signals. ISMIR 2006: 324-327
2005
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Juan Pablo Bello, Laurent Daudet, Samer A. Abdallah, Chris Duxbury, Mike E. Davies, Mark B. Sandler:
A Tutorial on Onset Detection in Music Signals. IEEE Trans. Speech Audio Process. 13(5-2): 1035-1047 (2005)
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Juan Pablo Bello, Jeremy Pickens:
A Robust Mid-Level Representation for Harmonic Content in Music Signals. ISMIR 2005: 304-311
2004
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Juan Pablo Bello, Chris Duxbury, Mike E. Davies, Mark B. Sandler:
On the use of phase and energy for musical onset detection in the complex domain. IEEE Signal Process. Lett. 11(6): 553-556 (2004)
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Juan Pablo Bello, Mark B. Sandler:
Centre for Digital Music: Studio Report. ICMC 2004
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Paul Brossier, Juan Pablo Bello, Mark D. Plumbley:
Real-time temporal segmentation of note objects in music signals. ICMC 2004
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Paul Brossier, Juan Pablo Bello, Mark D. Plumbley:
Fast labelling of notes in music signals. ISMIR 2004
2003
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Juan Pablo Bello, Mark B. Sandler:
Phase-based note onset detection for music signals. ICASSP (5) 2003: 441-444
2002
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Mark D. Plumbley, Samer A. Abdallah, Juan Pablo Bello, Mike E. Davies, Giuliano Monti, Mark B. Sandler:
Automatic Music Transcription and Audio Source Separation. Cybern. Syst. 33(6): 603-627 (2002)
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Jeremy Pickens, Juan Pablo Bello, Tim Crawford, Matthew J. Dovey, Giuliano Monti, Mark B. Sandler:
Polyphonic Score Retrieval Using Polyphonic Audio Queries: A Harmonic Modeling Approach. ISMIR 2002
2000
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Juan Pablo Bello, Giuliano Monti, Mark B. Sandler:
Techniques for Automatic Music Transcription. ISMIR 2000

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