Faculty

Institution

Unit

Venue

Romit Roy Choudhury

Professor

UIUC

Affiliations

The Grainger College of Engineering

Department of Electrical and Computer Engineering

Electrical & Computer Engineering

Romit Roy Choudhury is currently serving as an Electrical And Computer Engineering Professor at Uiuc.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Romit Roy Choudhury

UIUC

Professor

You can click a keyword to filter the displayed items

mobile computing computer science ubiquitous computing wireless communications wireless networks communications systems telecommunication networks localization data science networked system design technology human-computer interaction mobile sensing computer engineering wireless sensor networks transmission location awareness internet of things speech processing indoor positioning systems mobility wearable technology sensors location information wireless personal communication location estimation location tracking distributed systems communication security intelligent vehicles multimedia computing multimedia information processing machine vision mobile positioning data mobile interaction data privacy localization technique mobile computing systems ad hoc networks wireless computing mobile communication location-based services medium access control network communication protocols wireless routing location management pervasive computing indoor localization privacy-preserving communication augmented reality context-aware pervasive system rf localization gesture recognition channel access method mobility data accelerometers odometry energy consumption touch user interface multi-hop routing ieee 802.11 ofdm subcarriers successive interference cancellation radio access protocol precise indoor localization mobile users sensor networks frequency domain wifi aps shopping mall internal landmarks mobile phone mac protocols localization accuracy location data smart gossip pattern analysis data-driven prediction bio-inspired computation natural computing wearable devices inverse problems applied mathematics signal processing machine learning

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Curvature-Guided Langevin Monte Carlo. ICASSP (2025)

Romit Roy Choudhury

computational sciencephysicsmonte carlo methodsstatistical mechanicsscientific computingstochastic processstatistical physicsapplied mathematicscomputational physicsmonte carlo

Estimating Multi-Chirp Parameters Using Curvature-Guided Langevin Monte Carlo. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2025)

Sattwik BasuDebottam DuttaYu-Lin WeiRomit Roy Choudhury

sequential monte carlostatistical inferencestatisticsstatistical softwaremonte carlo methodsstatistical methodologyscientific computingmulti-chirp parametersstatistical models

Kernel Learning for Blackbox Optimization. AAAI (2025)

Romit Roy Choudhury

deep learningcomputer sciencecomputational intelligencemodel optimizationmathematical optimizationreproducing kernel methodsmachine learningdata sciencecomputational optimizationmachine learning researchkernel learningneural network (machine learning)kernel methods

Kernel Learning for Sample Constrained Black-Box Optimization. Proceedings of the AAAI Conference on Artificial Intelligence (2025)

Rajalaxmi RajagopalanYu-Lin WeiRomit Roy Choudhury

deep learningcomputer sciencecomputational intelligencemodel optimizationhigh-dimensional statisticsbest kernelmachine learningautoencodershearing aiddata sciencekernel methodsmachine learning researchsupervised learningkernel learningmathematical optimizationimage representation

Speech Separation With a Diffusion Prior. ICML (2025)

Romit Roy Choudhury

source separationsignal separationdiffusionspeech communicationapplied mathematicsspeech separationspeech processing

Multi-Source Music Generation With Latent Diffusion. arXiv (Cornell University) (2024)

Xu, ZhongweiyangDutta, DebottamWei, Yu-LinChoudhury, Romit Roy

music processingcomputational musicologymachine learningcomputer musicaudio retrievalmusic sciencemusic perceptionmusic information retrievalmusic generationmusicsource latentlatent diffusionmulti-source music generationmusical compositionmusical expressionmusic classificationmusic technology (electronic and digital)

Preliminary Technical Validation of Littlebeats™: A Multimodal Sensing Platform to Capture Cardiac Physiology, Motion, and Vocalizations. Sensors (2024)

Bashima IslamNancy L. McElwainJialu LiMaria I. DavilaYannan HuKexin HuJordan M. BodwayAshutosh DhekneRomit Roy ChoudhuryMark Hasegawa-Johnson

digital healthpreliminary technical validationhealth technologyhealth sciencesapplied physiologyhealth monitoringaccelerometer datawearable systemssensor modalitypediatricswearable sensorsmedical devicesphysiological measurementshuman movementpatient monitoringaccelerometerswearable technology

Sample-Constrained Black Box Optimization for Audio Personalization. Proceedings of the AAAI Conference on Artificial Intelligence (2024)

Rajalaxmi RajagopalanYu-Lin WeiRomit Roy Choudhury

computational sciencecomputer sciencecomputational intelligenceinformation filtering systemsatisfaction functionmachine learningaudio retrievalmusic information retrievalaudio samplesdata scienceartificial intelligencecomputational optimizationmachine learning researchaudio personalizationmathematical optimization

Reducing Opinion Echo-Chambers by Intelligent Placement of Moderate-Minded Agents. arXiv (Cornell University) (2023)

Jana, PrithwishChoudhury, Romit RoyGanguly, Niloy

intelligent placementpublic opinioncommunicationsocial simulationecho chambersopinion aggregationonline informationmoderate-minded agentspolitical communicationjournalismsocial medium news

ROSS: Rotation-Induced Aliasing for Audio Source Separation. (2023)

Hyungjoo SeoSahil Bhandary KarnoorRomit Roy Choudhury

audio signal processingsource separationcomputer sciencemicrophone arrayspeaker localizationsoundsignal processingspoken language technologyspeech separationspeech processingaudio source separation

1
2
3
4
5
24
10 / page

Romit Roy Choudhury

Professor

UIUC

Affiliations

The Grainger College of Engineering

Department of Electrical and Computer Engineering

Electrical & Computer Engineering

Romit Roy Choudhury is currently serving as an Electrical And Computer Engineering Professor at Uiuc.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Romit Roy Choudhury

UIUC

Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Curvature-Guided Langevin Monte Carlo. ICASSP (2025)

Romit Roy Choudhury

computational sciencephysicsmonte carlo methodsstatistical mechanicsscientific computingstochastic processstatistical physicsapplied mathematicscomputational physicsmonte carlo

Estimating Multi-Chirp Parameters Using Curvature-Guided Langevin Monte Carlo. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2025)

Sattwik BasuDebottam DuttaYu-Lin WeiRomit Roy Choudhury

sequential monte carlostatistical inferencestatisticsstatistical softwaremonte carlo methodsstatistical methodologyscientific computingmulti-chirp parametersstatistical models

Kernel Learning for Blackbox Optimization. AAAI (2025)

Romit Roy Choudhury

Kernel Learning for Sample Constrained Black-Box Optimization. Proceedings of the AAAI Conference on Artificial Intelligence (2025)

Rajalaxmi RajagopalanYu-Lin WeiRomit Roy Choudhury

Speech Separation With a Diffusion Prior. ICML (2025)

Romit Roy Choudhury

source separationsignal separationdiffusionspeech communicationapplied mathematicsspeech separationspeech processing

Multi-Source Music Generation With Latent Diffusion. arXiv (Cornell University) (2024)

Xu, ZhongweiyangDutta, DebottamWei, Yu-LinChoudhury, Romit Roy

Preliminary Technical Validation of Littlebeats™: A Multimodal Sensing Platform to Capture Cardiac Physiology, Motion, and Vocalizations. Sensors (2024)

Bashima IslamNancy L. McElwainJialu LiMaria I. DavilaYannan HuKexin HuJordan M. BodwayAshutosh DhekneRomit Roy ChoudhuryMark Hasegawa-Johnson

Sample-Constrained Black Box Optimization for Audio Personalization. Proceedings of the AAAI Conference on Artificial Intelligence (2024)

Rajalaxmi RajagopalanYu-Lin WeiRomit Roy Choudhury

Reducing Opinion Echo-Chambers by Intelligent Placement of Moderate-Minded Agents. arXiv (Cornell University) (2023)

Jana, PrithwishChoudhury, Romit RoyGanguly, Niloy

intelligent placementpublic opinioncommunicationsocial simulationecho chambersopinion aggregationonline informationmoderate-minded agentspolitical communicationjournalismsocial medium news

ROSS: Rotation-Induced Aliasing for Audio Source Separation. (2023)

Hyungjoo SeoSahil Bhandary KarnoorRomit Roy Choudhury

audio signal processingsource separationcomputer sciencemicrophone arrayspeaker localizationsoundsignal processingspoken language technologyspeech separationspeech processingaudio source separation

1
2
3
4
5
24
10 / page