mlsanityData to 14 Oct 2026

The ICME 2025 Audio Encoder Capability Challenge

arXiv 2501.15302 ↗First posted 25 Jan 2025cs.SD eess.AScited by 1

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Abstract (arXiv)

This challenge aims to evaluate the capabilities of audio encoders, especially in the context of multi-task learning and real-world applications. Participants are invited to submit pre-trained audio encoders that map raw waveforms to continuous embeddings. These encoders will be tested across diverse tasks including speech, environmental sounds, and music, with a focus on real-world usability. The challenge features two tracks: Track A for parameterized evaluation, and Track B for parameter-free evaluation. This challenge provides a platform for evaluating and advancing the state-of-the-art in audio encoder design.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 25 Jan 2025.

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