A Quantitative Evaluation of a Two Stage Retrieval Approach for a Melodic Query by Example System. - Justin Salamon; Martin Rohrmeier (ISMIR, 2009)

Musical genre classification using melody features extracted from polyphonic music signals. - Justin Salamon; Bruno Miguel Machado Rocha; Emilia Gómez (ICASSP, 2012)

Predominant Fundamental Frequency Estimation vs Singing Voice Separation for the Automatic Transcription of Accompanied Flamenco Singing. - Emilia Gómez; Francisco J. Cañadas-Quesada; Justin Salamon; Jordi Bonada; Pedro Vera-Candeas; Pablo Cabañas Molero (ISMIR, 2012)

Tracking Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings. - Aggelos Pikrakis; Francisco Gómez 001; Sergio Oramas; José Miguel Díaz-Báñez; Joaquín Mora; Francisco Escobar-Borrego; Emilia Gómez; Justin Salamon (ISMIR, 2012)

A Multipitch Approach to Tonic Identification in Indian Classical Music. - Justin Salamon; Sankalp Gulati; Xavier Serra (ISMIR, 2012)

Statistical Characterisation of Melodic Pitch Contours and its Application for Melody Extraction. - Justin Salamon; Geoffroy Peeters; Axel Röbel (ISMIR, 2012)

Current Challenges in the Evaluation of Predominant Melody Extraction Algorithms. - Justin Salamon; Julián Urbano (ISMIR, 2012)

Melody, bass line, and harmony representations for music version identification. - Justin Salamon; Joan Serrà; Emilia Gómez (WWW (Companion Volume), 2012)

Melody Extraction From Polyphonic Music Signals Using Pitch Contour Characteristics. - Justin Salamon; Emilia Gómez (IEEE Trans. Speech Audio Process., 2012)

MELODIA - Melody Extraction vamp plug-in. - Justin Salamon; Emilia Gómez (Zenodo, 2012)

MTG-QBH: Query By Humming dataset. - Justin Salamon; Joan Serrà; Emilia Gómez (Zenodo, 2012)

Essentia: An Audio Analysis Library for Music Information Retrieval. - Dmitry Bogdanov; Nicolas Wack; Emilia Gómez; Sankalp Gulati; Perfecto Herrera; Oscar Mayor; Gerard Roma; Justin Salamon; José Ricardo Zapata; Xavier Serra (ISMIR, 2013)

ESSENTIA: an open-source library for sound and music analysis. - Dmitry Bogdanov; Nicolas Wack; Emilia Gómez; Sankalp Gulati; Perfecto Herrera; Oscar Mayor; Gerard Roma; Justin Salamon; José Ricardo Zapata; Xavier Serra (ACM Multimedia, 2013)

Tonal representations for music retrieval: from version identification to query-by-humming. - Justin Salamon; Joan Serrà; Emilia Gómez (Int. J. Multim. Inf. Retr., 2013)

Melody extraction from polyphonic music signals. - Justin Salamon (2013)

Sensing Urban Soundscapes. - Tae Hong Park; Johnathan Turner; Michael Musick; Jun Hee Lee; Christopher Jacoby; Charlie Mydlarz; Justin Salamon (EDBT/ICDT Workshops, 2014)

MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research. - Rachel M. Bittner; Justin Salamon; Mike Tierney; Matthias Mauch; Chris Cannam; Juan Pablo Bello (ISMIR, 2014)

JAMS: A JSON Annotated Music Specification for Reproducible MIR Research. - Eric J. Humphrey; Justin Salamon; Oriol Nieto; Jon Forsyth; Rachel M. Bittner; Juan Pablo Bello (ISMIR, 2014)

MIR_EVAL: A Transparent Implementation of Common MIR Metrics. - Colin Raffel; Brian McFee; Eric J. Humphrey; Justin Salamon; Oriol Nieto; Dawen Liang; Daniel P. W. Ellis (ISMIR, 2014)

A Dataset and Taxonomy for Urban Sound Research. - Justin Salamon; Christopher Jacoby; Juan Pablo Bello (ACM Multimedia, 2014)

Melody Extraction from Polyphonic Music Signals: Approaches, applications, and challenges. - Justin Salamon; Emilia Gómez; Daniel P. W. Ellis; Gaël Richard (IEEE Signal Process. Mag., 2014)

Indian Art Music Tonic Datasets. - Sankalp Gulati; Ashwin Bellur; Justin Salamon; H. G. Ranjani; Vignesh Ishwar; Hema A. Murthy; Xavier Serra (Zenodo, 2014)

Feature learning with deep scattering for urban sound analysis. - Justin Salamon; Juan Pablo Bello (EUSIPCO, 2015)

Unsupervised feature learning for urban sound classification. - Justin Salamon; Juan Pablo Bello (ICASSP, 2015)

Melody Extraction by Contour Classification. - Rachel M. Bittner; Justin Salamon; Slim Essid; Juan Pablo Bello (ISMIR, 2015)

A Comparison of Melody Extraction Methods Based on Source-Filter Modelling. - Juan J. Bosch; Rachel M. Bittner; Justin Salamon; Emilia Gómez (ISMIR, 2016)

Ensemble: A Hybrid Human-Machine System for Generating Melody Scores from Audio. - Tim Tse; Justin Salamon; Alex C. Williams; Helga Jiang; Edith Law (ISMIR, 2016)

The Implementation of Low-cost Urban Acoustic Monitoring Devices. - Charlie Mydlarz; Justin Salamon; Juan Pablo Bello (CoRR, 2016)

Fusing shallow and deep learning for bioacoustic bird species classification. - Justin Salamon; Juan Pablo Bello; Andrew Farnsworth; Steve Kelling (ICASSP, 2017)

Deep Salience Representations for F0 Estimation in Polyphonic Music. - Rachel M. Bittner; Brian McFee; Justin Salamon; Peter Li; Juan Pablo Bello (ISMIR, 2017)

An Analysis/Synthesis Framework for Automatic F0 Annotation of Multitrack Datasets. - Justin Salamon; Rachel M. Bittner; Jordi Bonada; Juan J. Bosch; Emilia Gómez; Juan Pablo Bello (ISMIR, 2017)

Pitch Contours as a Mid-Level Representation for Music Informatics. - Rachel M. Bittner; Justin Salamon; Juan J. Bosch; Juan Pablo Bello (Semantic Audio, 2017)

Scaper: A library for soundscape synthesis and augmentation. - Justin Salamon; Duncan MacConnell; Mark Cartwright; Peter Li; Juan Pablo Bello (WASPAA, 2017)

Seeing Sound: Investigating the Effects of Visualizations and Complexity on Crowdsourced Audio Annotations. - Mark Cartwright; Ayanna Seals; Justin Salamon; Alex C. Williams; Stefanie Mikloska; Duncan MacConnell; Edith Law; Juan Pablo Bello; Oded Nov (Proc. ACM Hum. Comput. Interact., 2017)

Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification. - Justin Salamon; Juan Pablo Bello (IEEE Signal Process. Lett., 2017)

Investigating the Effect of Sound-Event Loudness on Crowdsourced Audio Annotations. - Mark Cartwright; Justin Salamon; Ayanna Seals; Oded Nov; Juan Pablo Bello (ICASSP, 2018)

Crepe: A Convolutional Representation for Pitch Estimation. - Jong Wook Kim; Justin Salamon; Peter Li; Juan Pablo Bello (ICASSP, 2018)

Birdvox-Full-Night: A Dataset and Benchmark for Avian Flight Call Detection. - Vincent Lostanlen; Justin Salamon; Andrew Farnsworth; Steve Kelling; Juan Pablo Bello (ICASSP, 2018)

Time Lattice: A Data Structure for the Interactive Visual Analysis of Large Time Series. - Fabio Miranda 001; Marcos Lage; Harish Doraiswamy; Charlie Mydlarz; Justin Salamon; Yitzchak Lockerman; Juliana Freire; Cláudio T. Silva (Comput. Graph. Forum, 2018)

SONYC: A System for the Monitoring, Analysis and Mitigation of Urban Noise Pollution. - Juan Pablo Bello; Cláudio T. Silva; Oded Nov; R. Luke DuBois; Anish Arora; Justin Salamon; Charles Mydlarz; Harish Doraiswamy (CoRR, 2018)

Adaptive Pooling Operators for Weakly Labeled Sound Event Detection. - Brian McFee; Justin Salamon; Juan Pablo Bello (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Bach10-mf0-synth. - Justin Salamon; Rachel M. Bittner; Jordi Bonada; Juan José Bosch; Emilia Gómez; Juan Pablo Bello (Zenodo, 2018)

MDB-bass-synth. - Justin Salamon; Rachel M. Bittner; Jordi Bonada; Juan José Bosch; Emilia Gómez; Juan Pablo Bello (Zenodo, 2018)

MDB-melody-synth. - Justin Salamon; Rachel M. Bittner; Jordi Bonada; Juan José Bosch; Emilia Gómez; Juan Pablo Bello (Zenodo, 2018)

MDB-mf0-synth. - Justin Salamon; Rachel M. Bittner; Jordi Bonada; Juan José Bosch; Emilia Gómez; Juan Pablo Bello (Zenodo, 2018)

MDB-stem-synth. - Justin Salamon; Rachel M. Bittner; Jordi Bonada; Juan José Bosch; Emilia Gómez; Juan Pablo Bello (Zenodo, 2018)

HistoryTracker: Minimizing Human Interactions in Baseball Game Annotation. - Jorge Piazentin Ono; Arvi Gjoka; Justin Salamon; Carlos A. Dietrich; Cláudio T. Silva (CHI, 2019)

SONYC Urban Sound Tagging (SONYC-UST): A Multilabel Dataset from an Urban Acoustic Sensor Network. - Mark Cartwright; Ana Elisa Méndez Méndez; Jason Cramer; Vincent Lostanlen; Graham Dove; Ho-Hsiang Wu; Justin Salamon; Oded Nov; Juan Pablo Bello (DCASE, 2019)

Sound Event Detection in Domestic Environments with Weakly Labeled Data and Soundscape Synthesis. - Nicolas Turpault; Romain Serizel; Justin Salamon; Ankit Parag Shah (DCASE, 2019)

Look, Listen, and Learn More: Design Choices for Deep Audio Embeddings. - Jason Cramer; Ho-Hsiang Wu; Justin Salamon; Juan Pablo Bello (ICASSP, 2019)

Tricycle: Audio Representation Learning from Sensor Network Data Using Self-Supervision. - Mark Cartwright; Jason Cramer; Justin Salamon; Juan Pablo Bello (WASPAA, 2019)

SONYC: a system for monitoring, analyzing, and mitigating urban noise pollution. - Juan Pablo Bello; Cláudio T. Silva; Oded Nov; R. Luke DuBois; Anish Arora; Justin Salamon; Charles Mydlarz; Harish Doraiswamy (Commun. ACM, 2019)

Robust sound event detection in bioacoustic sensor networks. - Vincent Lostanlen; Justin Salamon; Andrew Farnsworth; Steve Kelling; Juan Pablo Bello (CoRR, 2019)

Per-Channel Energy Normalization: Why and How. - Vincent Lostanlen; Justin Salamon; Mark Cartwright; Brian McFee; Andrew Farnsworth; Steve Kelling; Juan Pablo Bello (IEEE Signal Process. Lett., 2019)

Open-Source Practices for Music Signal Processing Research: Recommendations for Transparent, Sustainable, and Reproducible Audio Research. - Brian McFee; Jong Wook Kim; Mark Cartwright; Justin Salamon; Rachel M. Bittner; Juan Pablo Bello (IEEE Signal Process. Mag., 2019)

Telling Left From Right: Learning Spatial Correspondence of Sight and Sound. - Karren Yang; Bryan C. Russell; Justin Salamon (CVPR, 2020)

SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context. - Mark Cartwright; Jason Cramer; Ana Elisa Méndez Méndez; Yu Wang 105; Ho-Hsiang Wu; Vincent Lostanlen; Magdalena Fuentes; Graham Dove; Charlie Mydlarz; Justin Salamon; Oded Nov; Juan Pablo Bello (DCASE, 2020)

Improving Sound Event Detection in Domestic Environments using Sound Separation. - Nicolas Turpault; Scott Wisdom; Hakan Erdogan; John R. Hershey; Romain Serizel; Eduardo Fonseca; Prem Seetharaman; Justin Salamon (DCASE, 2020)

Chirping up the Right Tree: Incorporating Biological Taxonomies into Deep Bioacoustic Classifiers. - Jason Cramer; Vincent Lostanlen; Andrew Farnsworth; Justin Salamon; Juan Pablo Bello (ICASSP, 2020)

Disentangled Multidimensional Metric Learning for Music Similarity. - Jongpil Lee; Nicholas J. Bryan; Justin Salamon; Zeyu Jin; Juhan Nam (ICASSP, 2020)

Sound Event Detection in Synthetic Domestic Environments. - Romain Serizel; Nicolas Turpault; Ankit Parag Shah; Justin Salamon (ICASSP, 2020)

Few-Shot Sound Event Detection. - Yu Wang 105; Justin Salamon; Nicholas J. Bryan; Juan Pablo Bello (ICASSP, 2020)

Controllable Neural Prosody Synthesis. - Max Morrison; Zeyu Jin; Justin Salamon; Nicholas J. Bryan; Gautham J. Mysore (INTERSPEECH, 2020)

Few-shot Drum Transcription in Polyphonic Music. - Yu Wang 105; Justin Salamon; Mark Cartwright; Nicholas J. Bryan; Juan Pablo Bello (ISMIR, 2020)

Metric learning vs classification for disentangled music representation learning. - Jongpil Lee; Nicholas J. Bryan; Justin Salamon; Zeyu Jin; Juhan Nam (ISMIR, 2020)

Few-Shot Continual Learning for Audio Classification. - Yu Wang 105; Nicholas J. Bryan; Mark Cartwright; Juan Pablo Bello; Justin Salamon (ICASSP, 2021)

Sound Event Detection and Separation: A Benchmark on Desed Synthetic Soundscapes. - Nicolas Turpault; Romain Serizel; Scott Wisdom; Hakan Erdogan; John R. Hershey; Eduardo Fonseca; Prem Seetharaman; Justin Salamon (ICASSP, 2021)

What's all the Fuss about Free Universal Sound Separation Data? - Scott Wisdom; Hakan Erdogan; Daniel P. W. Ellis; Romain Serizel; Nicolas Turpault; Eduardo Fonseca; Justin Salamon; Prem Seetharaman; John R. Hershey (ICASSP, 2021)

Deep Embeddings and Section Fusion Improve Music Segmentation. - Justin Salamon; Oriol Nieto; Nicholas J. Bryan (ISMIR, 2021)

Emotion Embedding Spaces for Matching Music to Stories. - Minz Won; Justin Salamon; Nicholas J. Bryan; Gautham J. Mysore; Xavier Serra (ISMIR, 2021)

HEAR: Holistic Evaluation of Audio Representations. - 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; et al. (NeurIPS (Competition and Demos), 2021)

Who Calls The Shots? Rethinking Few-Shot Learning for Audio. - Yu Wang 105; Nicholas J. Bryan; Justin Salamon; Mark Cartwright; Juan Pablo Bello (WASPAA, 2021)

Soundata: A Python library for reproducible use of audio datasets. - Magdalena Fuentes; Justin Salamon; Pablo Zinemanas; Martín Rocamora; Genís Paja; Irán R. Román; Rachel M. Bittner; Marius Miron; Xavier Serra; Juan Pablo Bello (CoRR, 2021)

It's Time for Artistic Correspondence in Music and Video. - Dídac Surís; Carl Vondrick; Bryan C. Russell; Justin Salamon (CVPR, 2022)

Filler Word Detection and Classification: A Dataset and Benchmark. - Ge Zhu; Juan Pablo Cáceres; Justin Salamon (INTERSPEECH, 2022)

HEAR 2021: Holistic Evaluation of Audio Representations. - 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; et al. (CoRR, 2022)

Conditional Generation of Audio from Video via Foley Analogies. - Yuexi Du; Ziyang Chen; Justin Salamon; Bryan C. Russell; Andrew Owens (CVPR, 2023)

Language-Guided Music Recommendation for Video via Prompt Analogies. - Daniel McKee; Justin Salamon; Josef Sivic; Bryan C. Russell (CVPR, 2023)

Language-Guided Audio-Visual Source Separation via Trimodal Consistency. - Reuben Tan; Arijit Ray; Andrea Burns; Bryan A. Plummer; Justin Salamon; Oriol Nieto; Bryan C. Russell; Kate Saenko (CVPR, 2023)

Audio-Text Models Do Not Yet Leverage Natural Language. - Ho-Hsiang Wu; Oriol Nieto; Juan Pablo Bello; Justin Salamon (ICASSP, 2023)

Efficient Spoken Language Recognition via Multilabel Classification. - Oriol Nieto; Zeyu Jin; Franck Dernoncourt; Justin Salamon (INTERSPEECH, 2023)

Bridging High-Quality Audio and Video Via Language for Sound Effects Retrieval from Visual Queries. - Julia Wilkins; Justin Salamon; Magdalena Fuentes; Juan Pablo Bello; Oriol Nieto (WASPAA, 2023)

YouTube8M-MusicTextClips. - Daniel McKee; Justin Salamon; Josef Sivic; Bryan C. Russell (Zenodo, 2023)

Augment, Drop & Swap: Improving Diversity in LLM Captions for Efficient Music-Text Representation Learning. - Ilaria Manco; Justin Salamon; Oriol Nieto (ISMIR, 2024)

SILA: Signal-to-Language Augmentation for Enhanced Control in Text-to-Audio Generation. - Sonal Kumar; Prem Seetharaman; Justin Salamon; Dinesh Manocha; Oriol Nieto (CoRR, 2024)

Soundata: Reproducible use of audio datasets. - Magdalena Fuentes; Genís Plaja-Roglans; Guillem Cortès-Sebastià; Tanmay Khandelwal; Marius Miron; Xavier Serra; Juan Pablo Bello; Justin Salamon (J. Open Source Softw., 2024)

BirdVoxDetect: Large-Scale Detection and Classification of Flight Calls for Bird Migration Monitoring. - Vincent Lostanlen; Aurora Cramer; Justin Salamon; Andrew Farnsworth; Benjamin Van Doren; Steve Kelling; Juan Pablo Bello (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Soundata: Reproducible use of audio datasets. - Magdalena Fuentes; Genís Plaja-Roglans; Guillem Cortès-Sebastià; Tanmay Khandelwal; Marius Miron; Xavier Serra; Juan Pablo Bello; Justin Salamon (Zenodo, 2024)

Soundata: Reproducible use of audio datasets. - Magdalena Fuentes; Genís Plaja-Roglans; Guillem Cortès-Sebastià; Tanmay Khandelwal; Marius Miron; Xavier Serra; Juan Pablo Bello; Justin Salamon (Zenodo, 2024)

Soundata: Reproducible use of audio datasets. - Magdalena Fuentes; Genís Plaja-Roglans; Guillem Cortès-Sebastià; Tanmay Khandelwal; Marius Miron; Xavier Serra; Juan Pablo Bello; Justin Salamon (Zenodo, 2024)

Video-Guided Foley Sound Generation with Multimodal Controls. - Ziyang Chen; Prem Seetharaman; Bryan C. Russell; Oriol Nieto; David Bourgin; Andrew Owens; Justin Salamon (CVPR, 2025)

Sketch2Sound: Controllable Audio Generation via Time-Varying Signals and Sonic Imitations. - Hugo Flores García; Oriol Nieto; Justin Salamon; Bryan Pardo; Prem Seetharaman (ICASSP, 2025)

FLAM: Frame-Wise Language-Audio Modeling. - Yusong Wu; Christos Tsirigotis; Ke Chen; Cheng-Zhi Anna Huang; Aaron C. Courville; Oriol Nieto; Prem Seetharaman; Justin Salamon (CoRR, 2025)