Rachel Bittner

Computer Science · Physical Sciences

20h-index1.7kcitations111works0.32yr avg
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Research Topics

Music and Audio Processing(63), Music Technology and Sound Studies(37), Speech and Audio Processing(24), Diverse Musicological Studies(13), Speech Recognition and Synthesis(12)

Publications111 total

Towards Effective Negation Modeling in Joint Audio-Text Models for Music
ArXiv.org·2026Open Access
Towards Effective Negation Modeling in Joint Audio-Text Models for Music
arXiv (Cornell University)·2026Open Access
Evaluation of pretrained language models on music understanding
arXiv (Cornell University)·2024· 1 citedOpen Access
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognition
arXiv (Cornell University)·2024Open Access
LLark: A Multimodal Instruction-Following Language Model for Music
arXiv (Cornell University)·2023· 4 citedOpen Access
WASPAA 2023 Organizing Committee
2023Open Access
Proceedings of the 23nd International Society for Music Information Retrieval Conference
Zenodo (CERN European Organization for Nuclear Research)·2022· 16 citedOpen Access
Few-Shot Musical Source Separation
arXiv (Cornell University)·2022Open Access
Few-Shot Musical Source Separation
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)·2022· 14 cited
A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)·2022· 1 citedOpen Access
A Lightweight Instrument-Agnostic Model for Polyphonic Note\n Transcription and Multipitch Estimation
arXiv (Cornell University)·2022· 1 citedOpen Access
P.0454 Improved correspondence of fMRI visual field localizer data after macroanatomical alignment
European Neuropsychopharmacology·2021
Table of Contents
IEEE Signal Processing Magazine·2021Open Access
Audio-Based Musical Version Identification: Elements and challenges
IEEE Signal Processing Magazine·2021Open Access
vocadito: A dataset of solo vocals with f0, note, and lyric Annotations
2021Open Access
vocadito: A dataset of solo vocals with f0, note, and lyric Annotations
2021· 3 citedOpen Access
vocadito: A dataset of solo vocals with $f_0$, note, and lyric annotations
arXiv (Cornell University)·2021· 2 citedOpen Access
vocadito: A dataset of solo vocals with f0, note, and lyric Annotations
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
vocadito: A dataset of solo vocals with f0, note, and lyric Annotations
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
Soundata: A Python library for reproducible use of audio datasets
arXiv (Cornell University)·2021Open Access
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Frequent Co-authors

Juan Pablo Bello(15), Justin Salamon(10), Brian McFee(10), Fabian-Robert Stöter(10), Oriol Nieto(9), Juan J. Bosch(8), Matt McVicar(8), Eric Battenberg(8), Josh Moore(8), Ryuichi Yamamoto(8), Keunwoo Choi(8), Stefan Balke(7), Andreas Jansson(6), Eric J. Humphrey(6), Vincent Lostanlen(6), Colin Raffel(6), Dan Ellis(6), Adrian Holovaty(5), Carl Thomé(5), Antoine Liutkus(4)