Datasets:

flwrlabs
/

ambient-acoustic-context

Tasks:

Audio Classification

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adamnarozniak commited on Jul 18

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8c77eda

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1 Parent(s): 982234a

Update README.md

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@@ -107,11 +107,11 @@ pip install flwr-datasets[audio]
 2. Use the HF Dataset under the hood in Flower Datasets.
 ```python
 from flwr_datasets import FederatedDataset
-from flwr_datasets.partitioner import IidPartitioner
 fds = FederatedDataset(
     dataset="flwrlabs/ambient-acoustic-context",
-    partitioners={"train": IidPartitioner(num_partitions=10)}
 )
 partition = fds.load_partition(partition_id=0)
 ```

 2. Use the HF Dataset under the hood in Flower Datasets.
 ```python
 from flwr_datasets import FederatedDataset
+from flwr_datasets.partitioner import NaturalIdPartitioner
 fds = FederatedDataset(
     dataset="flwrlabs/ambient-acoustic-context",
+    partitioners={"train": NaturalIdPartitioner(partition_by="speaker_id")}
 )
 partition = fds.load_partition(partition_id=0)
 ```