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SALAD-VAE: Semantic Audio Compression with Language-Audio Distillation

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2026 International Conference on Acoustics, Speech, and Signal Processing | January 2026

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Eval & Deploy Workshop at the 9th Conference on Robot Learning (CoRL 2025) | January 2026

Github

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Towards Real-Time Generative Speech Restoration with Flow-Matching

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2026 International Conference on Acoustics, Speech, and Signal Processing | January 2026

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IEEE Open Journal of Signal Processing | January 2026

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AAAI 2026 | January 2026

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Murakkab: Resource-Efficient Agentic Workflow Orchestration in Cloud Platforms

Gohar Irfan Chaudhry, Esha Choukse, Haoran Qiu, Íñigo Goiri, Rodrigo Fonseca, Adam Belay, Ricardo Bianchini

January 2026

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Predictive Models for Kidney Offer Acceptance: Challenges and Strategies

Carlos Martinez, Md Nasir, Meghana Kshirsagar, Cass McCharen , Rae Shean, Juan M. Lavista Ferres, Rahul Dodhia, Bill Weeks

Journal of Transplantation | January 2026

Project

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“I did not know people talk without thinking about it”: How the lived experiences of adults who use AAC can inform the design of mimetic, agentic AI

Erin Beneteau, Humphrey Curtis, John Tang, Sasa Junuzovic, Ann Paradiso, Ed Cutrell, Martez Mott

MSR-TR-2026-4 | January 2026

Published by Microsoft

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BYOL: Bring Your Own Language into LLMs

Waqas Zamir, Wassim Hamidouche, Boulbaba Ben Amor, Luana Marotti, Inbal Becker-Reshef, Juan M. Lavista Ferres

January 2026

Publication

LEGOMem: Modular Procedural Memory for Multi-agent LLM Systems for Workflow Automation

Dongge Han, Camille Couturier, Daniel Madrigal, Xuchao Zhang, Victor Ruehle, Saravan Rajmohan

AAMAS 2026 | January 2026

Project

Artificial Intelligence

Highlights