Zero-Shot Audio Retrieval

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (3 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations
  20 Jun 2020 25 repositories listed Syntology ran 2 of 9 samples · 7 unverified · 2 pointer-only (licence)
  We show for the first time that learning powerful representations from speech audio alone followed by fine-tuning on transcribed speech can outperform the best semi-supervised methods while being conceptually simpler.
• Robust Speech Recognition via Large-Scale Weak Supervision
  6 Dec 2022 15 repositories listed Syntology ran 5 of 59 samples · 54 unverified · 18 pointer-only (licence)
  We study the capabilities of speech processing systems trained simply to predict large amounts of transcripts of audio on the internet.
• Gramian Multimodal Representation Learning and Alignment
  16 Dec 2024 2 repositories listed Syntology ran 2 of 12 samples · 10 unverified
  These models typically align each modality to a designated anchor without ensuring the alignment of all modalities with each other, leading to suboptimal performance in tasks requiring a joint understanding of multiple…

Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.