Faculty

Institution

Unit

Venue

Bryan Pardo

Professor

Northwestern University

Affiliations

Mccormick School of Engineering & Applied Science

Department of Computer Science

Weinberg College of Arts and Sciences

Department of Political Science

Bryan Pardo is currently serving as a Computer Science Professor at Northwestern University.

Honors

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Experiences

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Education

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Bryan Pardo

Northwestern University

Professor

You can click a keyword to filter the displayed items

computer science machine learning music information retrieval music information retrieval speech processing signal processing natural language processing deep learning source separation audio retrieval digital signal processing audio analysis acoustic signal processing pattern recognition audio signal processing linguistics computer music nuclear science music processing electrical engineering crowdsourcing spoken language processing separation techniques speech technology information technology spoken language technology human-computer interaction search technology data retrieval acoustical engineering score-informed source separation speech communication signal separation query analysis transfer learning computational musicology object categorization sequence alignment chordal analysis vocal imitation music search engine knowledge discovery musical expression data security databases kernel methods search technique separation technology mixture analysis auditory modeling benchmark studies digital audio audio electroacoustics acoustic modeling unsupervised machine learning adaptive filtering sound event detection simultaneous separation spatial cues tonal music audio imputation musical mixtures communication security scientometrics research library educational assessment higher education crowdfunding support vector machines eeg signal processing support tools spectral peaks non-peak regions kernel additive models artistic genre

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

MIX2MORPH: Learning Sound Morphing From Noisy Mixes. (2026)

musicmusic sciencesoundsound renderingspeech synthesissound synthesisnoisy mixescomputer music

Deep Audio Watermarks Are Shallow: Limitations of Post-Hoc Watermarking Techniques for Speech. ArXiv.org (2025)

speech perceptiondeep audio watermarksspoken language technologyspeech enhancementspeech communicationspeech processingaudio analysisspeech recognitionpost-hoc watermarking techniques

Ethics Statements in AI Music Papers: The Effective and the Ineffective. ArXiv.org (2025)

musicmusic psychologymusic scienceethicsethical analysisethics of artificial intelligenceai music papersapplied ethicscomputer ethicsresponsible airesearch ethicsphilosophyethical theoryethics statements

Harp 2.0: Expanding Hosted, Asynchronous, Remote Processing for Deep Learning in the Daw. ArXiv.org (2025)

scalabilitymachine learningparallel learningcomputer engineeringremote processingdeep learninghigh performance computer architectureexpanding hosteddistributed learningcomputational intelligencecomputer science

The Rhythm in Anything: Audio-Prompted Drums Generation With Masked Language Modeling. ArXiv.org (2025)

musicdancemasked language modelingmusic processingspeech processingmusic generationmusic technology (electronic and digital)music information retrievallanguagealgorithmic compositioncomputer musicaudio-prompted drums generationsound design

Using Co-Design to Investigate Affordances of an Expressive Cs Learning Environment for Students Who Are Bvi. (2025)

investigate affordancescomputer-based educationdesignlearning analyticseducationdesign researchinteractive learningcomputing educationeducational technologystem educationeducational design

WHAM: Towards a Translative Model of Sperm Whale Vocalization. arXiv (Cornell University) (2025)

reproductive biologybioacousticsbiologyhuman evolution

Crowdsourced and Automatic Speech Prominence Estimation. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2024)

Max MorrisonPranav PawarNathan PruyneJennifer ColeBryan Pardo

natural language processingcrowdsourcingdata science

Exploring Musical Roots: Applying Audio Embeddings to Empower Influence Attribution for a Generative Music Model. arXiv (Cornell University) (2024)

Barnett, JuliaGarcia, Hugo FloresPardo, Bryan

musicgenerative music modelinfluence attributionaudio embeddingsmusical roots

Fine-Grained and Interpretable Neural Speech Editing. Interspeech 2022 (2024)

Max MorrisonCameron ChurchwellNathan PruyneBryan Pardo

speech processinginterpretable neural speechspeech recognitionnatural language processingneural computationneural engineeringapplied mathematicsexplainable ai

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Bryan Pardo

Professor

Northwestern University

Affiliations

Mccormick School of Engineering & Applied Science

Department of Computer Science

Weinberg College of Arts and Sciences

Department of Political Science

Bryan Pardo is currently serving as a Computer Science Professor at Northwestern 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

Bryan Pardo

Northwestern University

Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

MIX2MORPH: Learning Sound Morphing From Noisy Mixes. (2026)

musicmusic sciencesoundsound renderingspeech synthesissound synthesisnoisy mixescomputer music

Deep Audio Watermarks Are Shallow: Limitations of Post-Hoc Watermarking Techniques for Speech. ArXiv.org (2025)

speech perceptiondeep audio watermarksspoken language technologyspeech enhancementspeech communicationspeech processingaudio analysisspeech recognitionpost-hoc watermarking techniques

Ethics Statements in AI Music Papers: The Effective and the Ineffective. ArXiv.org (2025)

Harp 2.0: Expanding Hosted, Asynchronous, Remote Processing for Deep Learning in the Daw. ArXiv.org (2025)

The Rhythm in Anything: Audio-Prompted Drums Generation With Masked Language Modeling. ArXiv.org (2025)

Using Co-Design to Investigate Affordances of an Expressive Cs Learning Environment for Students Who Are Bvi. (2025)

investigate affordancescomputer-based educationdesignlearning analyticseducationdesign researchinteractive learningcomputing educationeducational technologystem educationeducational design

WHAM: Towards a Translative Model of Sperm Whale Vocalization. arXiv (Cornell University) (2025)

reproductive biologybioacousticsbiologyhuman evolution

Crowdsourced and Automatic Speech Prominence Estimation. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2024)

Max MorrisonPranav PawarNathan PruyneJennifer ColeBryan Pardo

natural language processingcrowdsourcingdata science

Exploring Musical Roots: Applying Audio Embeddings to Empower Influence Attribution for a Generative Music Model. arXiv (Cornell University) (2024)

Barnett, JuliaGarcia, Hugo FloresPardo, Bryan

musicgenerative music modelinfluence attributionaudio embeddingsmusical roots

Fine-Grained and Interpretable Neural Speech Editing. Interspeech 2022 (2024)

Max MorrisonCameron ChurchwellNathan PruyneBryan Pardo

speech processinginterpretable neural speechspeech recognitionnatural language processingneural computationneural engineeringapplied mathematicsexplainable ai

1
2
3
4
5
19
10 / page

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Taylor Berg-Kirkpatrick

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