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  **Paper:** [Link Upon DOI]()
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- **Repository:** [Link Upon DOI]()
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-
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  ---
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  ## Key Features
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  * **Varied Conditions:** Spans clean to noisy recordings, short (<100ms) to long durations, few to many classes per subset.
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  * **Standardized:** All audio is 16kHz mono.
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- ## Task & Evaluation
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-
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- * **Primary Task:** Zero-Shot Audio Similarity Retrieval.
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- * **Metrics:**
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- * **RA@k:** Retrieval Accuracy @k (*Higher is better*).
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- * **CSCF:** Cluster Separation Confusion Fraction (*Lower is better*).
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-
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  ---
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  ## Data Format
 
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  **Paper:** [Link Upon DOI]()
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  ---
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  ## Key Features
 
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  * **Varied Conditions:** Spans clean to noisy recordings, short (<100ms) to long durations, few to many classes per subset.
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  * **Standardized:** All audio is 16kHz mono.
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  ---
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  ## Data Format