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README.md

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+---
+language:
+- zh
+license: cc0-1.0
+
+tags:
+- audio
+- speaker diarization
+
+source_datasets:
+- commonvoice
+
+task_categories:
+- automatic-speech-recognition
+
+annotations_creators:
+- crowdsourced
+
+language_creators:
+- crowdsourced
+---
+# cv-corpus-17.0-zh-TW-client_id-grouped
+
+This dataset is a subset of the Common Voice dataset, filtered and grouped based on the client ID (treated as speaker ID).
+
+## Dataset Details
+
+- The dataset is derived from the Common Voice dataset.
+- The original dataset is available at [Common Voice Dataset](https://commonvoice.mozilla.org/en/datasets).
+- The dataset is grouped by client ID, which is treated as the speaker ID for this dataset.
+- Each group is filtered to include only client IDs with a minimum of 30 samples and a maximum of 300 samples.
+- The dataset is split into train and validation sets for each client ID group, with a ratio of 8:2.
+- The same client IDs exist in both the train and validation sets.
+- The dataset is split into batches of 1000 samples and saved as Parquet files.
+
+
+## Dataset Statistics
+
+- Filtered client_id count: 366
+- Filtered total entry count: 45,229
+- Original total entry count: 82,483
+
+## Sample Duration Distribution
+
+![Sample Duration Distribution](duration_distribution.png)
+
+The histogram shows the distribution of sample durations in the dataset.
+
+## License
+
+The Common Voice dataset is licensed under the Creative Commons Zero (CC0) license.

dataset_info.json

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+{
+  "description": "Common Voice subset dataset for speaker diarization",
+  "license": "CC0 1.0",
+  "features": {
+    "client_id": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "sentence": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "up_votes": {
+      "dtype": "int64",
+      "_type": "Value"
+    },
+    "down_votes": {
+      "dtype": "int64",
+      "_type": "Value"
+    },
+    "age": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "gender": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "accents": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "variant": {
+      "dtype": "float64",
+      "_type": "Value"
+    },
+    "locale": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "segment": {
+      "dtype": "string",
+      "_type": "Value"
+    },
+    "audio": {
+      "_type": "Audio"
+    }
+  },
+  "splits": [
+    {
+      "name": "train",
+      "num_examples": 36077,
+      "dataset_name": "train",
+      "filenames": [
+        "train_0.parquet",
+        "train_1.parquet",
+        "train_2.parquet",
+        "train_3.parquet",
+        "train_4.parquet",
+        "train_5.parquet",
+        "train_6.parquet",
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+    },
+    {
+      "name": "validation",
+      "num_examples": 9152,
+      "dataset_name": "validation",
+      "filenames": [
+        "validation_0.parquet",
+        "validation_1.parquet",
+        "validation_2.parquet",
+        "validation_3.parquet",
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+    }
+  ]
+}

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