Justin Salamon

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 74

Top Topics

Metric Learning

Polyphonic Music

Multilabel Classification

Top Venues

Publications

Ho-Hsiang Wu, Oriol Nieto, Juan Pablo Bello, Justin Salamon
Audio-Text Models Do Not Yet Leverage Natural Language. ICASSP (2023)
Oriol Nieto, Zeyu Jin, Franck Dernoncourt, Justin Salamon
Efficient Spoken Language Recognition via Multilabel Classification. CoRR (2023)
Oriol Nieto, Zeyu Jin, Franck Dernoncourt, Justin Salamon
Efficient Spoken Language Recognition via Multilabel Classification. INTERSPEECH (2023)
Ho-Hsiang Wu, Oriol Nieto, Juan Pablo Bello, Justin Salamon
Audio-Text Models Do Not Yet Leverage Natural Language. CoRR (2023)
Daniel McKee, Justin Salamon, Josef Sivic, Bryan Russell
Language-Guided Music Recommendation for Video via Prompt Analogies. CVPR (2023)
Reuben Tan, Arijit Ray, Andrea Burns, Bryan A. Plummer, Justin Salamon, Oriol Nieto, Bryan Russell, Kate Saenko
Language-Guided Audio-Visual Source Separation via Trimodal Consistency. CVPR (2023)
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 (2023)
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)
Daniel McKee, Justin Salamon, Josef Sivic, Bryan Russell
Language-Guided Music Recommendation for Video via Prompt Analogies. CoRR (2023)
Yuexi Du, Ziyang Chen, Justin Salamon, Bryan Russell, Andrew Owens
Conditional Generation of Audio from Video via Foley Analogies. CVPR (2023)
Reuben Tan, Arijit Ray, Andrea Burns, Bryan A. Plummer, Justin Salamon, Oriol Nieto, Bryan Russell, Kate Saenko
Language-Guided Audio-Visual Source Separation via Trimodal Consistency. CoRR (2023)
Yuexi Du, Ziyang Chen, Justin Salamon, Bryan Russell, Andrew Owens
Conditional Generation of Audio from Video via Foley Analogies. CoRR (2023)
Dídac Surís, Carl Vondrick, Bryan Russell, Justin Salamon
It's Time for Artistic Correspondence in Music and Video. CVPR (2022)
Ge Zhu, Juan Pablo Cáceres, Justin Salamon
Filler Word Detection and Classification: A Dataset and Benchmark. CoRR (2022)
Ge Zhu, Juan Pablo Cáceres, Justin Salamon
Filler Word Detection and Classification: A Dataset and Benchmark. INTERSPEECH (2022)
Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W. Schuller, Christian J. Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally, Max Henry, Nicolas Pinto, Camille Noufi, Christian Clough, Dorien Herremans, Eduardo Fonseca, Jesse H. Engel, Justin Salamon, Philippe Esling, Pranay Manocha, Shinji Watanabe, Zeyu Jin, Yonatan Bisk
HEAR 2021: Holistic Evaluation of Audio Representations. CoRR (2022)
Didac Suris, Carl Vondrick, Bryan Russell, Justin Salamon
It's Time for Artistic Correspondence in Music and Video. CoRR (2022)
Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore, Xavier Serra
Emotion Embedding Spaces for Matching Music to Stories. ISMIR (2021)
Yu Wang, Nicholas J. Bryan, Mark Cartwright, Juan Pablo Bello, Justin Salamon
Few-Shot Continual Learning for Audio Classification. ICASSP (2021)
Nicolas Turpault, Romain Serizel, Scott Wisdom, Hakan Erdogan, John R. Hershey, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
Sound Event Detection and Separation: A Benchmark on Desed Synthetic Soundscapes. ICASSP (2021)
Yu Wang, Nicholas J. Bryan, Justin Salamon, Mark Cartwright, Juan Pablo Bello
Who Calls The Shots? Rethinking Few-Shot Learning for Audio. WASPAA (2021)
Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W. Schuller, Christian J. Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally, Max Henry, Nicolas Pinto, Camille Noufi, Christian Clough, Dorien Herremans, Eduardo Fonseca, Jesse H. Engel, Justin Salamon, Philippe Esling, Pranay Manocha, Shinji Watanabe, Zeyu Jin, Yonatan Bisk
HEAR: Holistic Evaluation of Audio Representations. NeurIPS (Competition and Demos) (2021)
Yu Wang, Nicholas J. Bryan, Justin Salamon, Mark Cartwright, Juan Pablo Bello
Who calls the shots? Rethinking Few-Shot Learning for Audio. CoRR (2021)
Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore, Xavier Serra
Emotion Embedding Spaces for Matching Music to Stories. CoRR (2021)
Scott Wisdom, Hakan Erdogan, Daniel P. W. Ellis, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Justin Salamon, Prem Seetharaman, John R. Hershey
What's all the Fuss about Free Universal Sound Separation Data? ICASSP (2021)
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 (2021)
Justin Salamon, Oriol Nieto, Nicholas J. Bryan
Deep Embeddings and Section Fusion Improve Music Segmentation. ISMIR (2021)
Yu Wang, Justin Salamon, Mark Cartwright, Nicholas J. Bryan, Juan Pablo Bello
Few-shot Drum Transcription in Polyphonic Music. ISMIR (2020)
Yu Wang, Justin Salamon, Mark Cartwright, Nicholas J. Bryan, Juan Pablo Bello
Few-Shot Drum Transcription in Polyphonic Music. CoRR (2020)
Karren Yang, Bryan Russell, Justin Salamon
Telling Left From Right: Learning Spatial Correspondence of Sight and Sound. CVPR (2020)
Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam
Metric Learning vs Classification for Disentangled Music Representation Learning. CoRR (2020)
Yu Wang, Justin Salamon, Nicholas J. Bryan, Juan Pablo Bello
Few-Shot Sound Event Detection. ICASSP (2020)
Nicolas Turpault, Scott Wisdom, Hakan Erdogan, John R. Hershey, Romain Serizel, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
Improving Sound Event Detection In Domestic Environments Using Sound Separation. CoRR (2020)
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)
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 (2020)
Max Morrison, Zeyu Jin, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore
Controllable Neural Prosody Synthesis. INTERSPEECH (2020)
Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam
Disentangled Multidimensional Metric Learning for Music Similarity. ICASSP (2020)
Karren Yang, Bryan Russell, Justin Salamon
Telling Left from Right: Learning Spatial Correspondence of Sight and Sound. CoRR (2020)
Romain Serizel, Nicolas Turpault, Ankit Parag Shah, Justin Salamon
Sound Event Detection in Synthetic Domestic Environments. ICASSP (2020)
Nicolas Turpault, Scott Wisdom, Hakan Erdogan, John R. Hershey, Romain Serizel, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
Improving Sound Event Detection in Domestic Environments using Sound Separation. DCASE (2020)
Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam
Metric learning vs classification for disentangled music representation learning. ISMIR (2020)
Max Morrison, Zeyu Jin, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore
Controllable Neural Prosody Synthesis. CoRR (2020)
Scott Wisdom, Hakan Erdogan, Daniel P. W. Ellis, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Justin Salamon, Prem Seetharaman, John R. Hershey
What's All the FUSS About Free Universal Sound Separation Data? CoRR (2020)
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)
Nicolas Turpault, Romain Serizel, Scott Wisdom, Hakan Erdogan, John R. Hershey, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes. CoRR (2020)
Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam
Disentangled Multidimensional Metric Learning for Music Similarity. CoRR (2020)
Nicolas Turpault, Romain Serizel, Justin Salamon, Ankit Parag Shah
Sound Event Detection in Domestic Environments with Weakly Labeled Data and Soundscape Synthesis. DCASE (2019)
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)
Jorge Piazentin Ono, Arvi Gjoka, Justin Salamon, Carlos A. Dietrich, Cláudio T. Silva
HistoryTracker: Minimizing Human Interactions in Baseball Game Annotation. CHI (2019)
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) (2019)
Mark Cartwright, Jason Cramer, Justin Salamon, Juan Pablo Bello
Tricycle: Audio Representation Learning from Sensor Network Data Using Self-Supervision. WASPAA (2019)
Jason Cramer, Ho-Hsiang Wu, Justin Salamon, Juan Pablo Bello
Look, Listen, and Learn More: Design Choices for Deep Audio Embeddings. ICASSP (2019)
Vincent Lostanlen, Justin Salamon, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello
Robust sound event detection in bioacoustic sensor networks. CoRR (2019)
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) (2019)
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) (2019)
Jong Wook Kim, Justin Salamon, Peter Li, Juan Pablo Bello
CREPE: A Convolutional Representation for Pitch Estimation. CoRR (2018)
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) (2018)
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)
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 (2018)
Mark Cartwright, Justin Salamon, Ayanna Seals, Oded Nov, Juan Pablo Bello
Investigating the Effect of Sound-Event Loudness on Crowdsourced Audio Annotations. ICASSP (2018)
Fabio Miranda, Marcos Lage, Harish Doraiswamy, Charlie Mydlarz, Justin Salamon, Yitzchak Lockerman, Juliana Freire, Cláudio T. Silva
Time Lattice: A Data Structure for the Interactive Visual Analysis of Large Time Series. Comput. Graph. Forum 37 (3) (2018)
Jong Wook Kim, Justin Salamon, Peter Li, Juan Pablo Bello
Crepe: A Convolutional Representation for Pitch Estimation. ICASSP (2018)
Brian McFee, Justin Salamon, Juan Pablo Bello
Adaptive pooling operators for weakly labeled sound event detection. CoRR (2018)
Rachel M. Bittner, Brian McFee, Justin Salamon, Peter Li, Juan Pablo Bello
Deep Salience Representations for F0 Estimation in Polyphonic Music. ISMIR (2017)
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) (2017)
Rachel M. Bittner, Justin Salamon, Juan J. Bosch, Juan Pablo Bello
Pitch Contours as a Mid-Level Representation for Music Informatics. Semantic Audio (2017)
Justin Salamon, Juan Pablo Bello, Andrew Farnsworth, Steve Kelling
Fusing shallow and deep learning for bioacoustic bird species classification. ICASSP (2017)
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)
Justin Salamon, Juan Pablo Bello
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification. IEEE Signal Process. Lett. 24 (3) (2017)
Justin Salamon, Duncan MacConnell, Mark Cartwright, Peter Li, Juan Pablo Bello
Scaper: A library for soundscape synthesis and augmentation. WASPAA (2017)
Justin Salamon, Juan Pablo Bello
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification. CoRR (2016)
Juan J. Bosch, Rachel M. Bittner, Justin Salamon, Emilia Gómez
A Comparison of Melody Extraction Methods Based on Source-Filter Modelling. ISMIR (2016)
Charlie Mydlarz, Justin Salamon, Juan Pablo Bello
The Implementation of Low-cost Urban Acoustic Monitoring Devices. CoRR (2016)
Tim Tse, Justin Salamon, Alex C. Williams, Helga Jiang, Edith Law
Ensemble: A Hybrid Human-Machine System for Generating Melody Scores from Audio. ISMIR (2016)
Rachel M. Bittner, Justin Salamon, Slim Essid, Juan Pablo Bello
Melody Extraction by Contour Classification. ISMIR (2015)
Justin Salamon, Juan Pablo Bello
Unsupervised feature learning for urban sound classification. ICASSP (2015)
Justin Salamon, Juan Pablo Bello
Feature learning with deep scattering for urban sound analysis. EUSIPCO (2015)
Justin Salamon, Christopher Jacoby, Juan Pablo Bello
A Dataset and Taxonomy for Urban Sound Research. ACM Multimedia (2014)
Tae Hong Park, Johnathan Turner, Michael Musick, Jun Hee Lee, Christopher Jacoby, Charlie Mydlarz, Justin Salamon
Sensing Urban Soundscapes. EDBT/ICDT Workshops (2014)
Justin Salamon, Emilia Gómez, Daniel P. W. Ellis, Gaël Richard
Melody Extraction from Polyphonic Music Signals: Approaches, applications, and challenges. IEEE Signal Process. Mag. 31 (2) (2014)
Colin Raffel, Brian McFee, Eric J. Humphrey, Justin Salamon, Oriol Nieto, Dawen Liang, Daniel P. W. Ellis
MIR_EVAL: A Transparent Implementation of Common MIR Metrics. ISMIR (2014)
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)
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)
Justin Salamon, Joan Serrà, Emilia Gómez
Tonal representations for music retrieval: from version identification to query-by-humming. Int. J. Multim. Inf. Retr. 2 (1) (2013)
Dmitry Bogdanov, Nicolas Wack, Emilia Gómez, Sankalp Gulati, Perfecto Herrera, Oscar Mayor, Gerard Roma, Justin Salamon, José Ricardo Zapata, Xavier Serra
ESSENTIA: an open-source library for sound and music analysis. ACM Multimedia (2013)
Dmitry Bogdanov, Nicolas Wack, Emilia Gómez, Sankalp Gulati, Perfecto Herrera, Oscar Mayor, Gerard Roma, Justin Salamon, José Ricardo Zapata, Xavier Serra
Essentia: An Audio Analysis Library for Music Information Retrieval. ISMIR (2013)
Justin Salamon, Julián Urbano
Current Challenges in the Evaluation of Predominant Melody Extraction Algorithms. ISMIR (2012)
Justin Salamon, Joan Serrà, Emilia Gómez
Melody, bass line, and harmony representations for music version identification. WWW (Companion Volume) (2012)
Emilia Gómez, Francisco J. Cañadas-Quesada, Justin Salamon, Jordi Bonada, Pedro Vera-Candeas, Pablo Cabañas Molero
Predominant Fundamental Frequency Estimation vs Singing Voice Separation for the Automatic Transcription of Accompanied Flamenco Singing. ISMIR (2012)
Justin Salamon, Emilia Gómez
Melody Extraction From Polyphonic Music Signals Using Pitch Contour Characteristics. IEEE Trans. Speech Audio Process. 20 (6) (2012)
Aggelos Pikrakis, Francisco Gómez, Sergio Oramas, José Miguel Díaz-Báñez, Joaquín Mora, Francisco Escobar-Borrego, Emilia Gómez, Justin Salamon
Tracking Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings. ISMIR (2012)
Justin Salamon, Sankalp Gulati, Xavier Serra
A Multipitch Approach to Tonic Identification in Indian Classical Music. ISMIR (2012)
Justin Salamon, Geoffroy Peeters, Axel Röbel
Statistical Characterisation of Melodic Pitch Contours and its Application for Melody Extraction. ISMIR (2012)
Justin Salamon, Bruno Miguel Machado Rocha, Emilia Gómez
Musical genre classification using melody features extracted from polyphonic music signals. ICASSP (2012)
Justin Salamon, Martin Rohrmeier
A Quantitative Evaluation of a Two Stage Retrieval Approach for a Melodic Query by Example System. ISMIR (2009)