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diff --git a/data_test_4_classes.csv b/data_test_4_classes.csv
deleted file mode 100644
index 619a46b73cdec38798016b27969052f2da0c9eeb..0000000000000000000000000000000000000000
--- a/data_test_4_classes.csv
+++ /dev/null
@@ -1,701 +0,0 @@
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diff --git a/data_train_2_classes.csv b/data_train_2_classes.csv
deleted file mode 100644
index 4cf89c935dc6ead2ee108dd3f79a8807893e3996..0000000000000000000000000000000000000000
--- a/data_train_2_classes.csv
+++ /dev/null
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diff --git a/data_train_4_classes.csv b/data_train_4_classes.csv
deleted file mode 100644
index b9753748080e952c4e4c9668290d5c87b12dde26..0000000000000000000000000000000000000000
--- a/data_train_4_classes.csv
+++ /dev/null
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diff --git a/data_val_2_classes.csv b/data_val_2_classes.csv
deleted file mode 100644
index 6d6ff50f09024c374de7dfd9bbfd8c3b28269fba..0000000000000000000000000000000000000000
--- a/data_val_2_classes.csv
+++ /dev/null
@@ -1,361 +0,0 @@
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diff --git a/data_val_4_classes.csv b/data_val_4_classes.csv
deleted file mode 100644
index 555ee7ad1313a8b628256bf0716a5ed7b7527add..0000000000000000000000000000000000000000
--- a/data_val_4_classes.csv
+++ /dev/null
@@ -1,421 +0,0 @@
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diff --git a/meter2800.py b/meter2800.py
index ed7379224aa2dafb0d74c1ebdceccdf17b36be32..cce65bf048439aa3dbfc434e384f34e77f4b595d 100644
--- a/meter2800.py
+++ b/meter2800.py
@@ -1,42 +1,178 @@
+Hugging Face's logo
+Hugging Face
+Models
+Datasets
+Spaces
+Community
+Docs
+Enterprise
+Pricing
+
+
+
+Datasets:
+
+pianistprogrammer
+/
+Meter2800 
+
+like
+0
+Tasks:
+Audio Classification
+Modalities:
+Audio
+Languages:
+English
+Tags:
+audio
+music-classification
+meter-classification
+multi-class-classification
+multi-label-classification
+License:
+
+mit
+Dataset card
+Files and versions
+Community
+Settings
+Meter2800
+/
+meter2800.py
+
+pianistprogrammer's picture
+pianistprogrammer
+Refactor Meter2800 dataset configuration and example generation logic
+ec015f3
+1 minute ago
+raw
+
+Copy download link
+history
+blame
+edit
+delete
+
+4.2 kB
+from pathlib import Path
 import datasets
 import pandas as pd
 
-class Meter2800(datasets.GeneratorBasedBuilder):
-    """Minimal test version."""
+_CITATION = """\
+@misc{meter2800_dataset,
+  author       = {PianistProgrammer},
+  title        = {{Meter2800}: A Dataset for Music Time signature detection / Meter Classification},
+  year         = {2025},
+  publisher    = {Hugging Face},
+  url          = {https://huggingface.co/datasets/pianistprogrammer/Meter2800}
+}
+"""
+
+_DESCRIPTION = """\
+Meter2800 is a dataset of 2,800 music audio samples for automatic meter classification.
+Each audio file is annotated with a primary meter class label (e.g., 'two', 'three', 'four') 
+and an alternative meter (numerical, e.g., 2, 3, 4, 6). 
+It is split into training, validation, and test sets, each available in two class configurations:
+2-class and 4-class. All audio is 16-bit WAV format.
+"""
 
+_HOMEPAGE = "https://huggingface.co/datasets/pianistprogrammer/Meter2800"
+_LICENSE = "mit"
+
+# Define the labels - adjust these based on your actual data
+LABELS_4 = ["three", "four", "five", "seven"]
+LABELS_2 = ["simple", "complex"]  # or whatever your 2-class grouping actually is
+
+class Meter2800Config(datasets.BuilderConfig):
+    """BuilderConfig for Meter2800."""
+    def __init__(self, name, **kwargs):
+        super(Meter2800Config, self).__init__(
+            name=name,
+            version=datasets.Version("1.0.0"),
+            **kwargs
+        )
+
+class Meter2800(datasets.GeneratorBasedBuilder):
+    """Meter2800 dataset."""
+    
     BUILDER_CONFIGS = [
-        datasets.BuilderConfig(name="4_classes", description="4 class version"),
-        datasets.BuilderConfig(name="2_classes", description="2 class version"),
+        Meter2800Config(
+            name="4_classes",
+            description="4-class meter classification"
+        ),
+        Meter2800Config(
+            name="2_classes", 
+            description="2-class meter classification"
+        ),
     ]
     
     DEFAULT_CONFIG_NAME = "4_classes"
 
     def _info(self):
+        if self.config.name == "4_classes":
+            label_names = LABELS_4
+        elif self.config.name == "2_classes":
+            label_names = LABELS_2
+        else:
+            # Fallback - shouldn't happen with proper configs
+            label_names = LABELS_4
+            
         return datasets.DatasetInfo(
+            description=_DESCRIPTION,
             features=datasets.Features({
                 "filename": datasets.Value("string"),
                 "audio": datasets.Audio(sampling_rate=None),
-                "label": datasets.Value("string"),
+                "label": datasets.ClassLabel(names=label_names),
                 "meter": datasets.Value("string"),
                 "alt_meter": datasets.Value("string"),
             }),
+            supervised_keys=("audio", "label"),
+            homepage=_HOMEPAGE,
+            license=_LICENSE,
+            citation=_CITATION,
         )
 
     def _split_generators(self, dl_manager):
+        # Get the data directory
+        data_dir = dl_manager.download_and_extract("")
+        
         return [
             datasets.SplitGenerator(
                 name=datasets.Split.TRAIN,
-                gen_kwargs={"csv_file": f"data_train_{self.config.name}.csv"},
+                gen_kwargs={
+                    "csv_file": f"{data_dir}/data_train_{self.config.name}.csv",
+                    "data_dir": data_dir
+                },
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.VALIDATION,
+                gen_kwargs={
+                    "csv_file": f"{data_dir}/data_val_{self.config.name}.csv",
+                    "data_dir": data_dir
+                },
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.TEST,
+                gen_kwargs={
+                    "csv_file": f"{data_dir}/data_test_{self.config.name}.csv",
+                    "data_dir": data_dir
+                },
             ),
         ]
 
-    def _generate_examples(self, csv_file):
+    def _generate_examples(self, csv_file, data_dir):
         df = pd.read_csv(csv_file)
+        df = df.dropna(subset=["filename", "label", "meter"]).reset_index(drop=True)
+
         for idx, row in df.iterrows():
+            # Construct the full audio path
+            audio_path = f"{data_dir}/{row['filename']}"
+            
             yield idx, {
                 "filename": row["filename"],
-                "audio": row["filename"].lstrip("/"),
+                "audio": audio_path,
                 "label": row["label"],
                 "meter": str(row["meter"]),
-                "alt_meter": str(row["alt_meter"]),
-            }
\ No newline at end of file
+                "alt_meter": str(row.get("alt_meter", row["meter"])),
+            }