sound

This paper proposes Music-JEPA, a world model that learns piano sound representations by framing audio as a state and piano roll as an action. It captures action-sound relationships and enables downstream tasks like beat tracking and piano transcription via planning.

A web tool that allows blind people to practice juggling using sound and motion feedback, with a leaderboard to track runs.

Cymatic is a meditation product that uses sound, breath, and frequency to guide users.

MMAE is a comprehensive benchmark for multitask audio editing that evaluates AI's ability to precisely modify existing audio clips via natural language instructions, with current models achieving under 5% exact match rate.

Xiaomi announces Sound Play, a compact portable speaker with 18W output, colorful lighting, 14-hour battery, and IP68 durability.