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Improving Statistical Model-Based Speech Enhancement with Deep Neural Networks

Technology / Case number: #21028L
Bengt Borgstrom / Michael Brandstein / Robert Dunn
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Communication Systems / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World, Advanced Materials
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PRUNE: Prioritizing Risk for Unmitigated Network Exploitables

Technology / Case number: #20440L
Pierre Trepagnier / Dennis Ross / Allan Wollaber
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World
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Real-Time G-Protein Coupled Receptor (GPCR) Linked Bioluminescent Sensing of Biological Targets and Processes

Technology / Case number: #21928L
Scott Wick / Deepak Mishra / Frances Nargi
Technology Areas: Biotechnology / Computer Science
Impact Areas: Healthy Living, Advanced Materials
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Functionalized Solid Support

Technology / Case number: #21706R
Alexander Shalek / Benjamin Mead / Andrew Navia / No Inventor
Technology Areas: Chemicals & Materials / Computer Science
Impact Areas: Healthy Living
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Daughterless Male Mammals for Population Suppression

Technology / Case number: #21866TE
Kevin Esvelt
Technology Areas: Biotechnology / Drug Discovery and Research Tools
Impact Areas: Sustainable Future
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In-Vitro Barrier Tissue Plate

Technology / Case number: #21614L
David Walsh / Christina Zook / Johanna Bobrow / Min Jae Song / Marc Ferrer-Alegre / Sam Michael / Molly Boutin / Yen-Ting Tung / Todd Thorsen
Technology Areas: Biotechnology / Chemicals & Materials / Computer Science
Impact Areas: Healthy Living
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Vocal Biomarkers of Inflammation in Neurophysiological Systems

Technology / Case number: #22308L
Jeffrey Palmer / Thomas Quatieri / Tanya Talkar
Technology Areas: Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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Pixel Scale Fabry Perot Filter Array for Chemical Agent Vapor Detection

Technology / Case number: #22630L
William Lawrence
Technology Areas: Chemicals & Materials / Sensing & Imaging
Impact Areas: Advanced Materials
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Radio Frequency Photoacoustic Spectroscopy Concept for Detecting Viral Pathogen

Technology / Case number: #22473LJQ
Jeffrey Karp / Charles Wynn / Anthony Samir / Sumanth Kaushik
Technology Areas: Biotechnology / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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GNN-Viz: An Interpretable Visualization System for Graph Neural Network

Technology / Case number: #22711J
Sijia Liu / Chuang Gan / Dakuo Wang / Abel Valente / Bei Chen / Dongyu Liu / Yi Sun
Technology Areas: Communication Systems / Computer Science
Impact Areas: Healthy Living, Connected World
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The Speech Enhancement via Attention Masking Network: An End-to-end System for Joint Suppression of Noise and Reverberation

Technology / Case number: #22674L
Bengt Borgstrom / Michael Brandstein
Technology Areas: Computer Science / Sensing & Imaging
Impact Areas: Connected World
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Long-term Stabilization, Formulation and Tableting of Live Microbial Cells

Technology / Case number: #22886J
Carlo Giovanni Traverso / Robert Langer / Miguel Jimenez / Johanna L'Heureux / Emily Kolaya
Technology Areas: Drug Discovery and Research Tools
Impact Areas: Healthy Living
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A New Method for Single Shot Scene Reconstruction from RGB Images using Implicit Representations

Technology / Case number: #23530J
Joshua Tenenbaum / Vincent Sitzmann / Sergey Zakharov / Wadim Kehl / Vitor Guizilini / Adrien Gaidon / Rares Ambrus / Dennis Park / Jiajun Wu / Frederic Durand (he/him/his)
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Sensing & Imaging
Impact Areas: Healthy Living, Connected World
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Undersea Camera Utilizing Liquid Filling

Technology / Case number: #24350L
Gregory Cappiello / George Turner / Brian Edwards / Emma Landsiedel / Ryan Little
Technology Areas: Communication Systems / Sensing & Imaging
Impact Areas: Connected World
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Universal Gastrointestinal Tract Motility Mapping System

Technology / Case number: #24142J
Carlo Giovanni Traverso / Neil Jia
Technology Areas: Biotechnology / Sensing & Imaging
Impact Areas: Healthy Living
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3D-Shape Estimation of Structures Undergoing Dynamic Stress

Technology / Case number: #23931JL
Alexander Stolyarov / Daniel Freeman / Andrew March / Jordan Rosenthal / Tairan Wang / Mihai Ibanescu
Technology Areas: Sensing & Imaging
Impact Areas: Connected World
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Nanophotonic Scintillators for High-Energy Particles Detection, Imaging, and Spectroscopy

Technology / Case number: #23709
Nicholas Rivera / Charles Roques-Carmes / Zin Lin / William Li / Marin Soljacic
Technology Areas: Chemicals & Materials / Electronics & Photonics / Sensing & Imaging
Impact Areas: Advanced Materials
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Adventitious Agent Clearance by Use of Spiral Inertial Microfluidics

Technology / Case number: #22511DE
Kyungyong Choi / Stacy Springs / Jongyoon Han
Technology Areas: Chemicals & Materials / Computer Science / Electronics & Photonics
Impact Areas: Healthy Living, Connected World
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Tri-Functional Hydrophilic Self-Crosslinked Dimethylacrylamide Polymer

Technology / Case number: #18698TEM
Edward Boyden / Linyi Gao / Ruixuan Gao / Nikita Obidin
Technology Areas: Diagnostics / Sensing & Imaging
Impact Areas: Healthy Living
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Motion Sensing Wi-Fi Sensor Networks for Continuous 3D Modeling and Prediction of Facility Responses to Disturbances

Technology / Case number: #18174J
Oral Buyukozturk / Neal Wadhwa / Hossein Mobahi / Zoran Dzunic / Justin Chen / James Long / Reza Mohammadi Ghazi Mahalleh / Sergio Kapusta / Dirk Smit / William Freeman / John Fisher III / Frederic Durand (he/him/his)
Technology Areas: Communication Systems / Sensing & Imaging
Impact Areas: Connected World
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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