Taylor Berg-Kirkpatrick

2025

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Generating Symbolic Music from Natural Language Prompts using an LLM-Enhanced Dataset.
Weihan Xu|Julian J. McAuley|Taylor Berg-Kirkpatrick|Shlomo Dubnov|Hao-Wen Dong
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
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Are you really listening? Boosting Perceptual Awareness in Music-QA Benchmarks.
Yongyi Zang|Sean O'Brien|Taylor Berg-Kirkpatrick|Julian J. McAuley|Zachary Novack
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025

2024

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DITTO-2: Distilled Diffusion Inference-Time T-Optimization for Music Generation.
Zachary Novack|Julian J. McAuley|Taylor Berg-Kirkpatrick|Nicholas J. Bryan
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.

2023

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Towards Improving Harmonic Sensitivity and Prediction Stability for Singing Melody Extraction.
Keren Shao|Ke Chen|Taylor Berg-Kirkpatrick|Shlomo Dubnov
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.
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Jointly modeling products and resource pages for task-oriented recommendation.
Brendan Andrew Duncan|Surya Kallumadi|Taylor Berg-Kirkpatrick|Julian J. McAuley
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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Improving Choral Music Separation through Expressive Synthesized Data from Sampled Instruments.
Ke Chen|Hao-Wen Dong|Yi Luo|Julian J. McAuley|Taylor Berg-Kirkpatrick|Miller S. Puckette|Shlomo Dubnov
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
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Checklist Models for Improved Output Fluency in Piano Fingering Prediction.
Nikita Srivatsan|Taylor Berg-Kirkpatrick
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

2021

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Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music.
Hao-Wen Dong|Chris Donahue|Taylor Berg-Kirkpatrick|Julian J. McAuley
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021
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An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition.
Sachinda Edirisooriya|Hao-Wen Dong|Julian J. McAuley|Taylor Berg-Kirkpatrick
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

2020

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Domain Adaptation via Context Prediction for Engineering Diagram Search.
Harsh Jhamtani|Taylor Berg-Kirkpatrick
Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings, Part II
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Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm.
Ke Chen|Cheng-i Wang|Taylor Berg-Kirkpatrick|Shlomo Dubnov
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020
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MusPy: A Toolkit for Symbolic Music Generation.
Hao-Wen Dong|Ke Chen|Julian J. McAuley|Taylor Berg-Kirkpatrick
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2017

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Tools for Automated Analysis of Cybercriminal Markets.
Rebecca S. Portnoff|Sadia Afroz|Greg Durrett|Jonathan K. Kummerfeld|Taylor Berg-Kirkpatrick|Damon McCoy|Kirill Levchenko|Vern Paxson
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017