Rachel M. Bittner

45 papers A* 1Misc 7Journal 17Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Towards Effective Negation Modeling in Joint Audio-Text Models for Music. CoRR Yannis Vasilakis, Rachel M. Bittner, Johan Pauwels
2024	J	`jnl`	Evaluation of pretrained language models on music understanding. CoRR Yannis Vasilakis, Rachel M. Bittner, Johan Pauwels
2024	—	`conf`	I Can Listen but Cannot Read: An Evaluation of Two-Tower Multimodal Systems for Instrument Recognition. ISMIR Yannis Vasilakis, Rachel M. Bittner, Johan Pauwels
2024	J	`jnl`	I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognition. CoRR Yannis Vasilakis, Rachel M. Bittner, Johan Pauwels
2024	A*	`conf`	LLark: A Multimodal Instruction-Following Language Model for Music. ICML Joshua Patrick Gardner, Simon Durand, Daniel Stoller, Rachel M. Bittner
2023	J	`jnl`	LLark: A Multimodal Foundation Model for Music. CoRR Josh Gardner, Simon Durand, Daniel Stoller, Rachel M. Bittner
2022	Misc	`conf`	A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation. ICASSP Rachel M. Bittner, Juan José Bosch, David Rubinstein, Gabriel Meseguer-Brocal, Sebastian Ewert
2022	J	`jnl`	A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation. CoRR Rachel M. Bittner, Juan José Bosch, David Rubinstein, Gabriel Meseguer-Brocal, Sebastian Ewert
2022	J	`jnl`	Deep Learning and Knowledge Integration for Music Audio Analysis (Dagstuhl Seminar 22082). Dagstuhl Reports Meinard Müller, Rachel M. Bittner, Juhan Nam
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	—	`ed.`	Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022 ISMIR Preeti Rao, Hema A. Murthy, Ajay Srinivasamurthy, Rachel M. Bittner, Rafael Caro Repetto, Masataka Goto, Xavier Serra, Marius Miron
2021	J	`jnl`	Audio-Based Musical Version Identification: Elements and challenges. IEEE Signal Process. Mag. Furkan Yesiler, Guillaume Doras, Rachel M. Bittner, Christopher J. Tralie, Joan Serrà
2021	J	`jnl`	Audio-based Musical Version Identification: Elements and Challenges. CoRR Furkan Yesiler, Guillaume Doras, Rachel M. Bittner, Christopher J. Tralie, Joan Serrà
2021	J	`jnl`	Learned complex masks for multi-instrument source separation. CoRR Andreas Jansson, Rachel M. Bittner, Nicola Montecchio, Tillman Weyde
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	J	`jnl`	vocadito: A dataset of solo vocals with f CoRR Rachel M. Bittner, Katherine Pasalo, Juan José Bosch, Gabriel Meseguer-Brocal, David Rubinstein
2020	—	`conf`	Data Cleansing with Contrastive Learning for Vocal Note Event Annotations. ISMIR Gabriel Meseguer-Brocal, Rachel M. Bittner, Simon Durand, Brian Brost
2020	J	`jnl`	Data Cleansing with Contrastive Learning for Vocal Note Event Annotations. CoRR Gabriel Meseguer-Brocal, Rachel M. Bittner, Simon Durand, Brian Brost
2019	J	`jnl`	An Introduction to Signal Processing for Singing-Voice Analysis: High Notes in the Effort to Automate the Understanding of Vocals in Music. IEEE Signal Process. Mag. Eric J. Humphrey, Sravana Reddy, Prem Seetharaman, Aparna Kumar, Rachel M. Bittner, Andrew M. Demetriou, Sankalp Gulati, Andreas Jansson, Tristan Jehan, Bernhard Lehner, Anna M. Kruspe, Luwei Yang
2019	—	`conf`	Generalized Metrics for Single-f0 Estimation Evaluation. ISMIR Rachel M. Bittner, Juan J. Bosch
2019	—	`conf`	Joint Singing Voice Separation and F0 Estimation with Deep U-Net Architectures. EUSIPCO Andreas Jansson, Rachel M. Bittner, Sebastian Ewert, Tillman Weyde
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	—	`conf`	mirdata: Software for Reproducible Usage of Datasets. ISMIR Rachel M. Bittner, Magdalena Fuentes, David Rubinstein, Andreas Jansson, Keunwoo Choi, Thor Kell
2018	—	`conf`	GuitarSet: A Dataset for Guitar Transcription. ISMIR Qingyang Xi, Rachel M. Bittner, Johan Pauwels, Xuzhou Ye, 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	—	`conf`	Vocals in Music Matter: the Relevance of Vocals in the Minds of Listeners. ISMIR Andrew M. Demetriou, Andreas Jansson, Aparna Kumar, Rachel M. Bittner
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	—	`conf`	Automatic Playlist Sequencing and Transitions. ISMIR Rachel M. Bittner, Minwei Gu, Gandalf Hernandez, Eric J. Humphrey, Tristan Jehan, Hunter McCurry, Nicola Montecchio
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`	Mining Labeled Data from Web-Scale Collections for Vocal Activity Detection in Music. ISMIR Eric J. Humphrey, Nicola Montecchio, Rachel M. Bittner, Andreas Jansson, Tristan Jehan
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	—	`conf`	Singing Voice Separation with Deep U-Net Convolutional Networks. ISMIR Andreas Jansson, Eric J. Humphrey, Nicola Montecchio, Rachel M. Bittner, Aparna Kumar, Tillman Weyde
2017	Misc	`conf`	Towards the characterization of singing styles in world music. ICASSP Maria Panteli, Rachel M. Bittner, Juan Pablo Bello, Simon Dixon
2016	—	`conf`	A Comparison of Melody Extraction Methods Based on Source-Filter Modelling. ISMIR Juan J. Bosch, Rachel M. Bittner, Justin Salamon, Emilia Gómez
2015	—	`conf`	Building a Harmonically Ecosystemic Machine: Combining Sonic Ecosystems with Models of Contemporary Harmonic Language. ICMC Michael Musick, Jonathan P. Forsyth, Rachel M. Bittner
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	Misc	`conf`	Kernel Additive Modeling for interference reduction in multi-channel music recordings. ICASSP Thomas Prätzlich, Rachel M. Bittner, Antoine Liutkus, Meinard Müller
2015	—	`conf`	Melody Extraction by Contour Classification. ISMIR Rachel M. Bittner, Justin Salamon, Slim Essid, 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	—	`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`	Signal processing methods for removing the effects of whole-body vibration upon speech. ICASSP Rachel M. Bittner, Durand R. Begault