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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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Amorphous Ge Waveguides for Spectroscopic Sensing and Data Communication Applications

Technology / Case number: #20978L
Michelle Clark / Eveline Postelnicu / Samarth Aggarwal / Lionel Kimerling / Jurgen Michel / Anuradha Agarwal / Kazumi Wada
Technology Areas: Chemicals & Materials / Electronics & Photonics
Impact Areas: Advanced Materials
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Multi-Functional Coatings for Natural and Synthetic Fibers

Technology / Case number: #20917J
Niels Holten-Andersen / Bavand Keshavarz / Brady Zarket / Anil Achyuta / Samiul Amin / Alvaro Charlet / Michael Kessler / Sivaramakrishnan Muthukrishnan / Gareth McKinley
Technology Areas: Chemicals & Materials
Impact Areas: Healthy Living
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High-Efficiency Aircraft Droplet Exchange System (HeADES): Novel Very High Mass Efficiency and Easily Scalable Thermal Heat Exchanger for Small to Large Air Platforms

Technology / Case number: #20012L
Mark Bury / William Flaherty / Jessica Reid / Conor Doyle / William Kammerer / Ryan Fontaine
Technology Areas: Chemicals & Materials / Computer Science / Energy & Distribution
Impact Areas: Sustainable Future, Connected World
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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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Direct Aromatic Alkylation Using Methane Over Copper-Zeolite Systems

Technology / Case number: #21767J
Yuriy Roman / Randall Meyer / Pedro Serna Merino / Mark Sullivan / Kimberly Dinh
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Advanced Materials
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Reversible Textile Transformation

Technology / Case number: #21803J
Skylar Tibbits / Jared Laucks / Schendy Kernizan / Lavender Tessmer / Carmel Dunlap / Gihan Amarasiriwardena
Technology Areas: Chemicals & Materials
Impact Areas: Sustainable Future
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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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Methods for Sinqle Molecule Analysis of Linearized Polynucleotides

Technology / Case number: #21693TREJ
Edward Boyden / Fei Chen / Nikita Obidin / Andrew Payne
Technology Areas: Chemicals & Materials
Impact Areas: Connected World
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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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Systems and Approaches for Context-Aware Action Recognition by Dual Attention Network

Technology / Case number: #22125J
Bolei Zhou / Tete Xiao / Quanfu Fan / Dan Gutfreund
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Infrastructure-free NLoS Obstacle Detection for Autonomous Cars

Technology / Case number: #22032J
Daniela Rus / Guy Rosman / Sertac Karaman / Felix Naser / Igor Gilitschenski / Alexander Amini / Christina Liao
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Defect-Free Epitaxy on Amorphous Substrate using Confined Two-Dimensional Materials Growth and Manufacturing Method Thereof

Technology / Case number: #25561
Jeehwan Kim / KiSeok Kim / Jekyung Kim
Technology Areas: Chemicals & Materials / Industrial Engineering & Automation
Impact Areas: Connected World
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Self Assembling Molecules on Nanoporous Atomically Thin Membranes for Selective Separations

Technology / Case number: #25490
Rohit Karnik / Simar Mattewal
Technology Areas: Chemicals & Materials
Impact Areas: Advanced Materials
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TOX Inhibitor and Molecular Glue

Technology / Case number: #25241
Angela Koehler / Bocheng Wu
Technology Areas: Chemicals & Materials / Therapeutics
Impact Areas: Healthy Living, Advanced Materials
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Methods and Apparatuses to Track Hand Configurations based on Ultrasound Signals

Technology / Case number: #25586
Xuanhe Zhao / Gengxi Lu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living, Connected World
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Inorganic Glass Composite Solid Electrolytes for Lithium or Sodium Batteries

Technology / Case number: #25304
Ju Li / Tao Dai
Technology Areas: Chemicals & Materials / Energy & Distribution
Impact Areas: Sustainable Future
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Learning-Guided Electron Microscopy

Technology / Case number: #21380J
Yaron Meirovitch / Aravinathan Samuel / Lu Mi / Jeff Lichtman / Nir Shavit
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Healthy Living, Uncharted Frontiers
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Universal GRAND Decoder

Technology / Case number: #22356J
Kenneth Duffy / Rabia Yazicigil Kirby / Amit Solomon / Vaibhav Bansal / Wei An / Muriel Medard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Connected World, Advanced Materials
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End-to-End Research and Development Assistance through First-Principles Model-Based Reasoning and Intelligent Test & Measurement

Technology / Case number: #25660
Dirk Englund
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Connected World, Advanced Materials
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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