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We present the visually-grounded language modelling track that was introducedin the Zero-Resource Speech challenge, 2021 edition, 2nd round. We motivate thenew track and discuss participation rules in detail. We also present the twobaseline systems that were developed for this track.

ZR-2021VG: Zero-Resource Speech Challenge, Visually-Grounded Language Modelling track, 2021 edition