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cs.SD2026
Apriel Voice 27B Preview: An Open Model for Speech, Reasoning, and Tool Use
Aman Tiwari, Akshay Kalkunte, Akintunde Oladipo +28
A capable voice assistant must do more than recognize words; it must understand requests, reason over context, sustain conversations, and act through tools. We present Apriel Voice…
cs.SD2025
AU-Harness: An Open-Source Toolkit for Efficient and Unified Evaluation of AUdio-LLMs
Hoang Nguyen, Sidharth Surapaneni, Akshay Kalkunte +9
Large Audio Language Models (LALMs) are rapidly advancing, but evaluating them remains challenging due to inefficient and nonstandardized toolkits that limit fair comparison and sy…