Faculty

Institution

Unit

Venue

Roger Dannenberg

Professor

Carnegie Mellon University

Affiliations

College of Fine Arts

Music

Roger Dannenberg is currently serving as a College Of Fine Arts Professor at Carnegie Mellon University.

Honors

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Experiences

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Education

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Roger Dannenberg

Carnegie Mellon University

Professor

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music deep learning machine learning self-supervised learning supervised learning computer science neuroscience electrical engineering machine intelligence acoustic music control systems modeling and simulation playwriting speech recognition nuclear science textual practice narrative composition studies spoken language technology speech communication speech processing french history latin american research human-computer interaction music information retrieval public performance music processing controllability nuclear engineering narrative summarization composition approach interactive storytelling speech analysis speech science speech production speech technology speech synthesis latin american archaeology latin american studies audience reception audio interface interactive multimedia large-scale self-supervised training state-space models speech reference speech self-supervised learning audio command technology humanities computer interaction music technology (electronic and digital) audio signal processing musical composition programming languages music science interactive performance systems music generation algorithmic composition dance computational musicology computer music

Notable Scholarly Works

Notable Federal Grants

Collaborators

Algorithmic Composition Using Narrative Structure and Tension. (2025)

playwritingcomposition studiesnarrativetextual practiceinteractive storytellinglanguagecomposition approachnarrative summarization

Everyone-Can-Sing: Zero-Shot Singing Voice Synthesis and Conversion With Speech Reference. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2025)

Shuqi DaiYunyun WangRoger B. DannenbergZeyu Jin

speech analysisspeech technologyspeech synthesisspoken language technologyspeech sciencemusicspeech communicationspeech referencespeech processingspeech recognitionspeech production

Modeling Analog Dynamic Range Compressors Using Deep Learning and State-Space Models. arXiv (Cornell University) (2024)

Yin, HanzhiCheng, GangSteinmetz, Christian J.Yuan, RuibinStern, Richard M.Dannenberg, Roger B.

deep learningengineeringstate-space modelsapplied mathematicsmodeling and simulationelectrical engineering

MERT: Acoustic Music Understanding Model With Large-Scale Self-Supervised Training. arXiv (Cornell University) (2023)

Li, YizhiYuan, RuibinZhang, GeMa, YinghaoChen, XingranYin, HanzhiLin, ChenghuaRagni, AntonBenetos, EmmanouilGyenge, NorbertDannenberg, RogerLiu, RuiboChen, WenhuXia, GusShi, YeminHuang, WenhaoGuo, YikeFu, Jie

self-supervised learningdeep learningmachine learninglarge-scale self-supervised trainingacoustic musicmachine intelligencemusicsupervised learning

On the Effectiveness of Speech Self-Supervised Learning for Music. arXiv (Cornell University) (2023)

Ma, YinghaoYuan, RuibinLi, YizhiZhang, GeChen, XingranYin, HanzhiLin, ChenghuaBenetos, EmmanouilRagni, AntonGyenge, NorbertLiu, RuiboXia, GusDannenberg, RogerGuo, YikeFu, Jie

self-supervised learningmachine learningnatural language processingmusicspeech self-supervised learningsupervised learning

Controllable Deep Melody Generation via Hierarchical Music Structure Representation. Zenodo (CERN European Organization for Nuclear Research) (2021)

Shuqi DaiZeyu JinCelso GomesRoger Dannenberg

music processingcontrol systemscomputer scienceneurosciencenuclear sciencenuclear engineeringcontrollability

Book Review. Artificial Intelligence (2007)

Letters. Computer Music Journal (2002)

Audacity.

La Mare Dels Peixos.

latinspanishfrench historylatin literaturelatin american researchlatin american archaeologycaribbean studieslatin american studies

1
2
10 / page

Roger Dannenberg

Professor

Carnegie Mellon University

Affiliations

College of Fine Arts

Music

Roger Dannenberg is currently serving as a College Of Fine Arts Professor at Carnegie Mellon University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Roger Dannenberg

Carnegie Mellon University

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Algorithmic Composition Using Narrative Structure and Tension. (2025)

playwritingcomposition studiesnarrativetextual practiceinteractive storytellinglanguagecomposition approachnarrative summarization

Shuqi DaiYunyun WangRoger B. DannenbergZeyu Jin

speech analysisspeech technologyspeech synthesisspoken language technologyspeech sciencemusicspeech communicationspeech referencespeech processingspeech recognitionspeech production

Modeling Analog Dynamic Range Compressors Using Deep Learning and State-Space Models. arXiv (Cornell University) (2024)

Yin, HanzhiCheng, GangSteinmetz, Christian J.Yuan, RuibinStern, Richard M.Dannenberg, Roger B.

deep learningengineeringstate-space modelsapplied mathematicsmodeling and simulationelectrical engineering

MERT: Acoustic Music Understanding Model With Large-Scale Self-Supervised Training. arXiv (Cornell University) (2023)

self-supervised learningdeep learningmachine learninglarge-scale self-supervised trainingacoustic musicmachine intelligencemusicsupervised learning

On the Effectiveness of Speech Self-Supervised Learning for Music. arXiv (Cornell University) (2023)

Ma, YinghaoYuan, RuibinLi, YizhiZhang, GeChen, XingranYin, HanzhiLin, ChenghuaBenetos, EmmanouilRagni, AntonGyenge, NorbertLiu, RuiboXia, GusDannenberg, RogerGuo, YikeFu, Jie

self-supervised learningmachine learningnatural language processingmusicspeech self-supervised learningsupervised learning

Controllable Deep Melody Generation via Hierarchical Music Structure Representation. Zenodo (CERN European Organization for Nuclear Research) (2021)

Shuqi DaiZeyu JinCelso GomesRoger Dannenberg

music processingcontrol systemscomputer scienceneurosciencenuclear sciencenuclear engineeringcontrollability

Book Review. Artificial Intelligence (2007)

Letters. Computer Music Journal (2002)

Audacity.

La Mare Dels Peixos.

latinspanishfrench historylatin literaturelatin american researchlatin american archaeologycaribbean studieslatin american studies

1
2
10 / page

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Institution

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Eric Isaacson

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