Datasets:

vocsim
/

public

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Tags:

audio-similarity

zero-shot-learning

representation-learning

embedding-evaluation

unsupervised-learning

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Dataset card Data Studio Files Files and versions

anonymous-submission000 commited on Sep 22, 2025

Commit

8d59b89

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1 Parent(s): c10860a

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@@ -40,9 +40,8 @@ configs:
     path: data/train-*
 ---
-# VocSim: Zero-Shot Audio Similarity Benchmark
 [![GitHub Repository](https://img.shields.io/badge/GitHub-vocsim-black?logo=github)](https://github.com/anonymoussubmission0000/vocsim)
-[![Leaderboard](https://img.shields.io/badge/Leaderboard-VocSim-green.svg)](https://paperswithcode.com/dataset/vocsim)
 [![Paper: arXiv](https://img.shields.io/badge/Paper-arXiv%20(TBD)-red.svg)](#)
 [![License: CC BY 4.0](https://img.shields.io/badge/License-CC%20BY%204.0-blue.svg)](https://creativecommons.org/licenses/by/4.0/)
@@ -75,7 +74,7 @@ Blind Test Sets: 4 additional subsets held out privately.
 ## Citation
 ```bib
 @inproceedings{vocsim_authors_2025,
-  title={VocSim: Evaluating Embedding Generalization for Zero-Shot Audio Similarity},
   author={Anonymous Authors},
   booktitle={Conference/Journal},
   year={2025},

     path: data/train-*
 ---
+# VocSim: A Training-Free Benchmark for Content Identity in Single-Source Audio Embeddings
 [![GitHub Repository](https://img.shields.io/badge/GitHub-vocsim-black?logo=github)](https://github.com/anonymoussubmission0000/vocsim)
 [![Paper: arXiv](https://img.shields.io/badge/Paper-arXiv%20(TBD)-red.svg)](#)
 [![License: CC BY 4.0](https://img.shields.io/badge/License-CC%20BY%204.0-blue.svg)](https://creativecommons.org/licenses/by/4.0/)
 ## Citation
 ```bib
 @inproceedings{vocsim_authors_2025,
+  title={VocSim: A Training-Free Benchmark for Content Identity in Single-Source Audio Embeddings},
   author={Anonymous Authors},
   booktitle={Conference/Journal},
   year={2025},