Faculty

Institution

Unit

Venue

Taylor Berg-Kirkpatrick

Associate Professor

University of California, San Diego

Affiliations

Jacobs School of Engineering

Computer Science & Engineering

Taylor Berg-kirkpatrick is currently serving as a Computer Science & Engineering Associate Professor at University of California, San Diego.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Taylor Berg-Kirkpatrick

University of California, San Diego

Associate Professor

You can click a keyword to filter the displayed items

natural language processing machine learning computer science linguistics computational linguistics data science deep learning computer vision information retrieval computational intelligence neuroscience artificial intelligence music information retrieval digital signal processing speech processing music processing machine vision spoken language technology data-driven learning acoustic signal processing audio signal processing speech technology audio retrieval source separation computational lexicology music generation knowledge discovery language learning machine learning research neuroinformatics text processing audio electroacoustics empirical investigation variational autoencoders masked language models empirical analysis unsupervised transcription expression recognition animal behavior zoology animal science livestock science data security intelligent computing combinatorial optimization wireless communications lexicon transfer learning model compression knowledge extraction information extraction image compression feature learning guidance system autonomous navigation acoustical engineering object detection autoencoders automated analysis sparse representations behavior monitoring movement analysis motor behavior mobile sensing experimental biology style transfer bilingual lexicons monolingual corpora unified view parameter-efficient transfer learning statistical significance speaker-follower models vision-and-language navigation learning-based single-document summarization anaphoricity constraints sound classification digital scholarship medium distribution english computational humanities children's literature digital humanities mathematical linguistics culturomics language unsupervised methods research library

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Deriving Representative Structure Over Music Corpora. (2025)

Ilana ShapiroRuanqianqian HuangZachary NovackCheng-I WangHao-Wen DongTaylor Berg-KirkpatrickShlomo DubnovSorin Lerner

computer sciencemusic classificationmusic corporamusic information retrievalcomputational musicologymusiccomputer musicrepresentative structure

A New Dataset for Tag- and Text-Based Controllable Symbolic Music Generation. (2024)

Weihan XuJulian McAuleyTaylor Berg-KirkpatrickShlomo DubnovHao-Wen Dong

computer sciencesymbolic learningmusic classificationmusic generationmusic technology (electronic and digital)music information retrievalcomputational musicologydata sciencemusiccomputer musicmusic processing

Classification of Paleographic Artifacts at Scale: Mitigating Confounds and Distribution Shift in Cuneiform Tablet Dating. (2024)

Danlu ChenJiahe TianYufei WengTaylor Berg-KirkpatrickJacobo Myerston

paleographic artifactsarchaeological datingarchaeological practicearchaeologymitigating confoundscuneiform tabletdistribution shift

Clustering Running Titles to Understand the Printing of Early Modern Books. arXiv (Cornell University) (2024)

Vogler, NikolaiGoyal, KartikLemley, Samuel V.Schuldt, D. J.Warren, Christopher N.G'Sell, MaxBerg-Kirkpatrick, Taylor

clusteringearly modern booksliterature

Generating Symbolic Music From Natural Language Prompts Using an Llm-Enhanced Dataset. arXiv (Cornell University) (2024)

Xu, WeihanMcAuley, JulianBerg-Kirkpatrick, TaylorDubnov, ShlomoDong, Hao-Wen

computer sciencenatural language generationdeep learningsymbolic musicnatural language promptsdata sciencellm-enhanced datasetnatural language processinglanguage generationmachine learning

Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation. Interspeech 2022 (2024)

Ke ChenJiaqi SuTaylor Berg-KirkpatrickShlomo DubnovZeyu Jin

linguisticsreal-world scenariosacoustic modelingspeech processingspeech separation

LOGOGRAMNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP. arXiv (Cornell University) (2024)

Chen, DanluShi, FredaAgarwal, AditiMyerston, JacoboBerg-Kirkpatrick, Taylor

computer sciencetextual representationsnatural language processingvisualizationcross-lingual representation

Mawi Rec: Leveraging Severe Weather Data in Recommendation. (2024)

Brendan Andrew DuncanSurya KallumadiTaylor Berg-KirkpatrickJulian Mcauley

recommender systemspredictive analyticsmawi recdata scienceextreme weather

MUSICLDM: Enhancing Novelty in Text-To-Music Generation Using Beat-Synchronous Mixup Strategies. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2024)

Ke ChenYusong WuHaohe LiuMarianna NezhurinaTaylor Berg-KirkpatrickShlomo Dubnov

computer sciencetext-to-music generationmachine learningbeat-synchronous mixup strategies

Retrieval Guided Music Captioning via Multimodal Prefixes. (2024)

Nikita SrivatsanKe ChenShlomo DubnovTaylor Berg-Kirkpatrick

multimedia information processingspeech processingvideo retrievaldata sciencenatural language processingcomputer sciencedeep learningaudio retrievalmusic information retrievalmusicmultimodal prefixespattern recognitionmultimedia searchmultimedia computinginformation retrievalimage analysismultimedia retrievalintermediate representationmultimodal signal processing

1
2
3
4
5
12
10 / page

Taylor Berg-Kirkpatrick

Associate Professor

University of California, San Diego

Affiliations

Jacobs School of Engineering

Computer Science & Engineering

Taylor Berg-kirkpatrick is currently serving as a Computer Science & Engineering Associate Professor at University of California, San Diego.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Taylor Berg-Kirkpatrick

University of California, San Diego

Associate Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Deriving Representative Structure Over Music Corpora. (2025)

Ilana ShapiroRuanqianqian HuangZachary NovackCheng-I WangHao-Wen DongTaylor Berg-KirkpatrickShlomo DubnovSorin Lerner

computer sciencemusic classificationmusic corporamusic information retrievalcomputational musicologymusiccomputer musicrepresentative structure

A New Dataset for Tag- and Text-Based Controllable Symbolic Music Generation. (2024)

Weihan XuJulian McAuleyTaylor Berg-KirkpatrickShlomo DubnovHao-Wen Dong

Classification of Paleographic Artifacts at Scale: Mitigating Confounds and Distribution Shift in Cuneiform Tablet Dating. (2024)

Danlu ChenJiahe TianYufei WengTaylor Berg-KirkpatrickJacobo Myerston

paleographic artifactsarchaeological datingarchaeological practicearchaeologymitigating confoundscuneiform tabletdistribution shift

Clustering Running Titles to Understand the Printing of Early Modern Books. arXiv (Cornell University) (2024)

Vogler, NikolaiGoyal, KartikLemley, Samuel V.Schuldt, D. J.Warren, Christopher N.G'Sell, MaxBerg-Kirkpatrick, Taylor

clusteringearly modern booksliterature

Generating Symbolic Music From Natural Language Prompts Using an Llm-Enhanced Dataset. arXiv (Cornell University) (2024)

Xu, WeihanMcAuley, JulianBerg-Kirkpatrick, TaylorDubnov, ShlomoDong, Hao-Wen

computer sciencenatural language generationdeep learningsymbolic musicnatural language promptsdata sciencellm-enhanced datasetnatural language processinglanguage generationmachine learning

Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation. Interspeech 2022 (2024)

Ke ChenJiaqi SuTaylor Berg-KirkpatrickShlomo DubnovZeyu Jin

linguisticsreal-world scenariosacoustic modelingspeech processingspeech separation

LOGOGRAMNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP. arXiv (Cornell University) (2024)

Chen, DanluShi, FredaAgarwal, AditiMyerston, JacoboBerg-Kirkpatrick, Taylor

computer sciencetextual representationsnatural language processingvisualizationcross-lingual representation

Mawi Rec: Leveraging Severe Weather Data in Recommendation. (2024)

Brendan Andrew DuncanSurya KallumadiTaylor Berg-KirkpatrickJulian Mcauley

recommender systemspredictive analyticsmawi recdata scienceextreme weather

Ke ChenYusong WuHaohe LiuMarianna NezhurinaTaylor Berg-KirkpatrickShlomo Dubnov

computer sciencetext-to-music generationmachine learningbeat-synchronous mixup strategies

Retrieval Guided Music Captioning via Multimodal Prefixes. (2024)

Nikita SrivatsanKe ChenShlomo DubnovTaylor Berg-Kirkpatrick

1
2
3
4
5
12
10 / page

Similar Faculty Members

Shlomo Dubnov

Institution

University of California, San Diego

computational musicology

music information retrieval

Bryan Pardo

Institution

Northwestern University

machine learning

computer science

Zhiyao Duan

Institution

University of Rochester

computer audition

music information retrieval

Najim Dehak

Institution

Johns Hopkins University

speech recognition

computer science

Ming Dong

Institution

Wayne State University

machine learning

computer science

Rita Singh

Institution

Carnegie Mellon University

voice intelligence

profiling technique

Juan Pablo Bello

Institution

New York University

sound computing, signal processing, machine learning, computational perception

music

John Hansen

Institution

University of Texas at Dallas

spoken language technology

speech recognition

Cornelia Caragea

Institution

University of Illinois Chicago

language resource

multidisciplinary ai

Similar Faculty Members

Shlomo Dubnov

Institution

University of California, San Diego

computational musicology

music information retrieval

Bryan Pardo

Institution

Northwestern University

machine learning

computer science

Zhiyao Duan

Institution

University of Rochester

computer audition

music information retrieval

Najim Dehak

Institution

Johns Hopkins University

speech recognition

computer science

Ming Dong

Institution

Wayne State University

machine learning

computer science

Rita Singh

Institution

Carnegie Mellon University

voice intelligence

profiling technique

Juan Pablo Bello

Institution

New York University

sound computing, signal processing, machine learning, computational perception

music

John Hansen

Institution

University of Texas at Dallas

spoken language technology

speech recognition

Cornelia Caragea

Institution

University of Illinois Chicago

language resource

multidisciplinary ai