Faculty

Institution

Unit

Venue

Ramani Duraiswami

Professor Professor and Associate Chair for Graduate Studies

University of Maryland, College Park

Affiliations

A. James Clark School of Engineering

Electrical and Computer Engineering

College of Computer, Mathematical, and Natural Sciences

Department of Computer Science

School of Public Health

Department of Family Science

Ramani Duraiswami is currently serving as an A. James Clark School Of Engineering Professor Professor and Associate Chair for Graduate Studies at University of Maryland, College Park.

Honors

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Experiences

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Education

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Ramani Duraiswami

University of Maryland, College Park

Professor Professor and Associate Chair for Graduate Studies

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computer science applied mathematics acoustical engineering machine learning applied physics computer vision electrical engineering audiology speech processing signal processing engineering acoustic numerical analysis hearing research audio signal processing audio electroacoustics pattern recognition spatial audio acoustic signal processing acoustic modeling acoustic ecology boundary element methods sound digital signal processing auditory science audio analysis scientific computing kernel methods object tracking speaker localization array processing speaker recognition spherical microphone array machine vision sound rendering underwater acoustics bioacoustics beamforming fast gauss transform spoken language technology spherical microphone arrays head-related transfer function fast multipole method density estimation spoken language processing speech technology 3d computer vision wave scattering acoustical oceanography immersive technologies multipole methods fast multipole methods helmholtz equation mathematical optimization wireless communications numerical computation tracking systems estimation theory multipole translation rotation coefficients digital mediums numerical simulations numerical mathematics pattern analysis geometric interpolation simultaneous pose correspondence determination joint feature-spatial spaces optimal bandwidth selection fast computation continuous representation numerical algorithms thermal engineering visual science mobility automatic control recommender systems

Notable Scholarly Works

Notable Federal Grants

Collaborators

LOCALE: Local-Alignment Embeddings for Noise-Robust Dna Search at Sra Scale. bioRxiv (Cold Spring Harbor Laboratory) (2026)

geneticsnucleic acidsbioinformaticsdna sequencingstructural molecular biologydna analysisgenomicssequence analysiscomputational biologysra scalegenome biologymolecular biologysequence alignmentstructural biology

Mmau-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence. Proceedings of the AAAI Conference on Artificial Intelligence (2026)

holistic evaluationcomputer sciencecomprehensive benchmarkmachine intelligencedata scienceaudio retrievalaudio general intelligenceaudio miningspoken language technologyspeech processingspeech recognitionmusicmusic technology (electronic and digital)

Multi-Domain Audio Question Answering Benchmark Toward Acoustic Content Reasoning. (2026)

computational linguisticslinguisticssemantic evaluationnatural language processingaudio retrievalquestion answeringacoustic contentaudio miningspoken language technologyspeech processingspeech recognitionlanguagelanguage modelsmusic information retrieval

3D Gaussian Splatting With Normal Information for Mesh Extraction and Improved Rendering. (2025)

Meenakshi KrishnanLiam FowlRamani Duraiswami

3d computer visionmesh extractioncomputer sciencenormal information

A Scalable Mvdr Beamforming Algorithm That is Linear in the Number of Antennas. (2025)

wireless communicationssystems engineeringapplied mathematicswireless personal communicationwireless networksantennascomputer engineeringsmart antennasdigital signal processingmimo systembeamformingmultiuser mimoarray processingsignal processingcommunications systems

Efficient Spatial Audio Rendering via Differentiable Fir to Iir Estimation. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2025)

Armin GeramiBowen ZhiDmitry N. ZotkinRamani Duraiswami

audio analysisefficient spatial audiosound renderingacoustic signal processingcomputer sciencespatial audioaudio signal processingdifferentiable firdigital signal processingspeech processing

Layer Potential Quadrature on Manifold Boundary Elements With Constant Densities for Laplace and Helmholtz Kernels in R 3. Engineering Analysis with Boundary Elements (2025)

boundary element methodsnumerical analysisgeometric partial differential equationconstant densitiesapplied mathematicsgeometric analysismanifold boundary elementsnumerical mathematicsmicrolocal analysispartial differential equationsfree boundary problemspotential theorylayer potential quadraturemathematicsdifferential equationsboundary value problemsdifferential geometry

PROSE: Diffusion Priors for Speech Enhancement. (2025)

speech communicationlinguisticsacoustic modelingspeech enhancementdiffusion priorssoundspeech processingspeech perception

RECLAP: Improving Zero Shot Audio Classification by Describing Sounds. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2025)

Sreyan GhoshSonal KumarChandra Kiran Reddy EvuruOriol NietoRamani DuraiswamiDinesh Manocha

audio analysisacoustic signal processingcomputer sciencemachine learningaudio retrievalacoustic modelingdigital signal processingzero-shot learningspeech processing

TSPE: Task-Specific Prompt Ensemble for Improved Zero-Shot Audio Classification. arXiv (Cornell University) (2025)

Nishit AnandAshish SethRamani DuraiswamiDinesh Manocha

pattern recognitiontask-specific prompt ensembledata miningcomputer sciencemachine learningdata scienceaudio retrievalaudio miningzero-shot learningspeech processingdeep learning

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Ramani Duraiswami

Professor Professor and Associate Chair for Graduate Studies

University of Maryland, College Park

Affiliations

A. James Clark School of Engineering

Electrical and Computer Engineering

College of Computer, Mathematical, and Natural Sciences

Department of Computer Science

School of Public Health

Department of Family Science

Ramani Duraiswami is currently serving as an A. James Clark School Of Engineering Professor Professor and Associate Chair for Graduate Studies at University of Maryland, College Park.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Ramani Duraiswami

University of Maryland, College Park

Professor Professor and Associate Chair for Graduate Studies

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

LOCALE: Local-Alignment Embeddings for Noise-Robust Dna Search at Sra Scale. bioRxiv (Cold Spring Harbor Laboratory) (2026)

Mmau-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence. Proceedings of the AAAI Conference on Artificial Intelligence (2026)

Multi-Domain Audio Question Answering Benchmark Toward Acoustic Content Reasoning. (2026)

3D Gaussian Splatting With Normal Information for Mesh Extraction and Improved Rendering. (2025)

Meenakshi KrishnanLiam FowlRamani Duraiswami

3d computer visionmesh extractioncomputer sciencenormal information

A Scalable Mvdr Beamforming Algorithm That is Linear in the Number of Antennas. (2025)

Efficient Spatial Audio Rendering via Differentiable Fir to Iir Estimation. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2025)

Armin GeramiBowen ZhiDmitry N. ZotkinRamani Duraiswami

audio analysisefficient spatial audiosound renderingacoustic signal processingcomputer sciencespatial audioaudio signal processingdifferentiable firdigital signal processingspeech processing

Layer Potential Quadrature on Manifold Boundary Elements With Constant Densities for Laplace and Helmholtz Kernels in R 3. Engineering Analysis with Boundary Elements (2025)

PROSE: Diffusion Priors for Speech Enhancement. (2025)

speech communicationlinguisticsacoustic modelingspeech enhancementdiffusion priorssoundspeech processingspeech perception

RECLAP: Improving Zero Shot Audio Classification by Describing Sounds. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2025)

Sreyan GhoshSonal KumarChandra Kiran Reddy EvuruOriol NietoRamani DuraiswamiDinesh Manocha

audio analysisacoustic signal processingcomputer sciencemachine learningaudio retrievalacoustic modelingdigital signal processingzero-shot learningspeech processing

TSPE: Task-Specific Prompt Ensemble for Improved Zero-Shot Audio Classification. arXiv (Cornell University) (2025)

Nishit AnandAshish SethRamani DuraiswamiDinesh Manocha

pattern recognitiontask-specific prompt ensembledata miningcomputer sciencemachine learningdata scienceaudio retrievalaudio miningzero-shot learningspeech processingdeep learning

1
2
3
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5
27
10 / page

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Similar Faculty Members

Juan Pablo Bello

Institution

New York University

sound computing, signal processing, machine learning, computational perception

music

Carol Espy-Wilson

Institution

University of Maryland, College Park

speech processing

speech recognition

Andreas Andreou

Institution

Johns Hopkins University

electrical engineering

optoelectronics

Richard Stern

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Abeer Alwan

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Sun-Yuan Kung

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Leslie Greengard

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John Hansen

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Paris Smaragdis

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