Faculty

Institution

Unit

Venue

Tom Collins

Assoc Professor

University of Miami

Affiliations

Frost School of Music

Tom Collins is currently serving as a Frost School Of Music Assoc Professor at University of Miami.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Tom Collins

University of Miami

Assoc Professor

You can click a keyword to filter the displayed items

music music information retrieval computer music computer science musical expression computational musicology music processing music generation music perception machine learning algorithmic composition music science music psychology music classification information retrieval comparative evaluation artificial intelligence audio retrieval neuroscience natural language processing informatics communication pattern recognition knowledge discovery compositional techniques pattern discovery analysis of algorithms algorithm design point-set representations ubiquitous computing digital mediums computational intelligence multimedia computing performance art speech processing pattern analysis computational models classification method modern psychometric techniques item response theory musical style interpersonal synchronization baroque keyboard works translational patterns polyphonic music audio engineering optimization human-computer interaction popular medium information technology public performance convergence analysis information technology convergence psychometrics cognitive psychology personality psychology form finding structure discovery scholarly communication workflow technology interactive learning interactive multimedia algorithmic bias empirical algorithmics digital storytelling content creation device development creative industries search technology filtering technique six-tensions framework automatic item generation impaired maintenance musical improvisations borderline personality disorder automated stylistic composition repeated note content music technology music technology (electronic and digital)

Notable Scholarly Works

Notable Federal Grants

Collaborators

Comparative Evaluation in the Wild: Systems for the Expressive Rendering of Music. IEEE Transactions on Artificial Intelligence (2024)

Kyle WorrallZongyu YinTom Collins

musicsound designmusic processingsound renderingartificial intelligencemusic technology (electronic and digital)music information retrievalexpressive renderingcomparative evaluationmusical expressioncomputer musiccomputer science

NOISEBANDNET: Controllable Time-Varying Neural Synthesis of Sound Effects Using Filterbanks. IEEE/ACM Transactions on Audio Speech and Language Processing (2024)

Adrián Barahona-RíosTom Collins

sound effectsmachine learningspoken language processingacoustic signal processingspeech processingmusic processingaudio analysisaudio signal processingnatural language processingsignal processingcomputer science

Considerations and Concerns of Professional Game Composers Regarding Artificially Intelligent Music Technology. IEEE Transactions on Games (2023)

Kyle WorrallTom Collins

computer scienceartificial intelligenceprofessional game composers

Deep Learning’s Shallow Gains: A Comparative Evaluation of Algorithms for Automatic Music Generation. Machine Learning (2023)

Zongyu YinFederico ReubenSusan StepneyTom Collins

automatic music generationmachine learningdeep learningshallow gainscomparative evaluationcomputer science

How Will You Pod? Implications of Creators’ Perspectives for Designing Innovative Podcasting Tools. ACM Transactions on Multimedia Computing Communications and Applications (2023)

Jemily RimeAlan Archer-BoydTom Collins

technologydesigncommunicationdigital storytellingcontent creationdevice developmentmultimedia computingcreative industriesubiquitous computingdigital mediums

Music Visualisation and Its Short-Term Effect on Appraisal Skills. Lecture notes in computer science (2023)

Ali NikrangMaarten GrachtenMartin GasserHarald FrostelGerhard WidmerTom Collins

musiclearning sciencesshort-term effectappraisal skillscomputer scienceneurosciencemusic visualisation

The Pendular Graph: Visualising Hierarchical Repetitive Structure in Point-Set Representations of the Pop909 Music Dataset. Lecture notes in computer science (2023)

Chenyu GaoTom Collins

pendular graphinformation visualizationpoint-set representationsmachine learning researchdata sciencegraph drawingcomputer engineeringdata distributionvisualizationmachine learninginformaticscomputer graphicscomputer visionmachine visionvisual data miningdata and information visualizationgraphical modelslinked data visualizationcomputer science

How Do You Pod? a Study Revealing the Archetypal Podcast Production Workflow. ACM International Conference on Interactive Media Experiences (2022)

Jemily RimeJon FrancombeTom Collins

communicationhuman-computer interactionuser experiencescholarly communicationworkflow technologypopular mediuminteractive learningubiquitous computingdigital mediumsinteractive multimedia

Measuring When a Music Generation Algorithm Copies Too Much: The Originality Report, Cardinality Score, and Symbolic Fingerprinting by Geometric Hashing. SN Computer Science (2022)

Zongyu YinFederico ReubenSusan StepneyTom Collins

informaticsmachine learningcryptographycardinality scoresymbolic fingerprintingcomputational scienceinformation technologygeometric hashingcomputer science

SPECSINGAN: Sound Effect Variation Synthesis Using Single-Image Gans. Zenodo (CERN European Organization for Nuclear Research) (2022)

Barahona-Rıos, AdrianCollins, Tom

radiation oncologynuclear physicscomputer visionnuclear sciencesingle-image gansmachine learning

1
2
3
4
5
6
7
10 / page

Tom Collins

Assoc Professor

University of Miami

Affiliations

Frost School of Music

Tom Collins is currently serving as a Frost School Of Music Assoc Professor at University of Miami.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Tom Collins

University of Miami

Assoc Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Comparative Evaluation in the Wild: Systems for the Expressive Rendering of Music. IEEE Transactions on Artificial Intelligence (2024)

Kyle WorrallZongyu YinTom Collins

NOISEBANDNET: Controllable Time-Varying Neural Synthesis of Sound Effects Using Filterbanks. IEEE/ACM Transactions on Audio Speech and Language Processing (2024)

Adrián Barahona-RíosTom Collins

Considerations and Concerns of Professional Game Composers Regarding Artificially Intelligent Music Technology. IEEE Transactions on Games (2023)

Kyle WorrallTom Collins

computer scienceartificial intelligenceprofessional game composers

Deep Learning’s Shallow Gains: A Comparative Evaluation of Algorithms for Automatic Music Generation. Machine Learning (2023)

Zongyu YinFederico ReubenSusan StepneyTom Collins

automatic music generationmachine learningdeep learningshallow gainscomparative evaluationcomputer science

How Will You Pod? Implications of Creators’ Perspectives for Designing Innovative Podcasting Tools. ACM Transactions on Multimedia Computing Communications and Applications (2023)

Jemily RimeAlan Archer-BoydTom Collins

technologydesigncommunicationdigital storytellingcontent creationdevice developmentmultimedia computingcreative industriesubiquitous computingdigital mediums

Music Visualisation and Its Short-Term Effect on Appraisal Skills. Lecture notes in computer science (2023)

Ali NikrangMaarten GrachtenMartin GasserHarald FrostelGerhard WidmerTom Collins

musiclearning sciencesshort-term effectappraisal skillscomputer scienceneurosciencemusic visualisation

The Pendular Graph: Visualising Hierarchical Repetitive Structure in Point-Set Representations of the Pop909 Music Dataset. Lecture notes in computer science (2023)

Chenyu GaoTom Collins

How Do You Pod? a Study Revealing the Archetypal Podcast Production Workflow. ACM International Conference on Interactive Media Experiences (2022)

Jemily RimeJon FrancombeTom Collins

communicationhuman-computer interactionuser experiencescholarly communicationworkflow technologypopular mediuminteractive learningubiquitous computingdigital mediumsinteractive multimedia

Measuring When a Music Generation Algorithm Copies Too Much: The Originality Report, Cardinality Score, and Symbolic Fingerprinting by Geometric Hashing. SN Computer Science (2022)

Zongyu YinFederico ReubenSusan StepneyTom Collins

informaticsmachine learningcryptographycardinality scoresymbolic fingerprintingcomputational scienceinformation technologygeometric hashingcomputer science

SPECSINGAN: Sound Effect Variation Synthesis Using Single-Image Gans. Zenodo (CERN European Organization for Nuclear Research) (2022)

Barahona-Rıos, AdrianCollins, Tom

radiation oncologynuclear physicscomputer visionnuclear sciencesingle-image gansmachine learning

1
2
3
4
5
6
7
10 / page

Similar Faculty Members

Andrew Cashner

Institution

University of Rochester

spanish

computational musicology

Eli Mulvey Fieldsteel

Institution

University of Illinois Urbana-Champaign

computer music

music information retrieval

Patrick Donnelly

Institution

Oregon State University

music perception

deep learning

Robert Snarrenberg

Institution

Washington University in St. Louis

music information retrieval

music theory

Barry Vercoe

Institution

Massachusetts Institute of Technology

music information retrieval

computer music

Christopher Raphael

Institution

Indiana University Bloomington

music informatics

computer music

Michael A. Casey

Institution

Dartmouth College

music information retrieval

computer music

Benjamin D. Piekut

Institution

Cornell University

performance art

theatre

Miriam Lense

Institution

Vanderbilt University

psychiatry

psychology

Curtis Roads

Institution

University of California, Santa Barbara

microsound synthesis

computational musicology

Similar Faculty Members

Andrew Cashner

Institution

University of Rochester

spanish

computational musicology

Eli Mulvey Fieldsteel

Institution

University of Illinois Urbana-Champaign

computer music

music information retrieval

Patrick Donnelly

Institution

Oregon State University

music perception

deep learning

Robert Snarrenberg

Institution

Washington University in St. Louis

music information retrieval

music theory

Barry Vercoe

Institution

Massachusetts Institute of Technology

music information retrieval

computer music

Christopher Raphael

Institution

Indiana University Bloomington

music informatics

computer music

Michael A. Casey

Institution

Dartmouth College

music information retrieval

computer music

Benjamin D. Piekut

Institution

Cornell University

performance art

theatre

Miriam Lense

Institution

Vanderbilt University

psychiatry

psychology

Curtis Roads

Institution

University of California, Santa Barbara

microsound synthesis

computational musicology