diff --git a/.gitattributes b/.gitattributes
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index 0000000000000000000000000000000000000000..28df5f900b358436f0267334b3e3e9af33f917ba
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+++ b/.gitattributes
@@ -0,0 +1,55 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..5b7bc8b05907e0e954745212b86d0d5387012aab
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,17 @@
+This material and data is licensed under the terms of the Creative Commons Attribution 4.0
+International License (CC BY 4.0), The full text of the CC-BY 4.0 license is available at
+https://creativecommons.org/licenses/by/4.0/.
+
+Notwithstanding the foregoing, this material and data may only be used, modified and distributed for
+the express purpose of training AI models, and subject to the foregoing restriction. In addition, this
+material and data may not be used in order to create audiovisual material that simulates the voice or
+likeness of the specific individuals appearing or speaking in such materials and data (a “deep-fake”).
+To the extent this paragraph is inconsistent with the CC-BY-4.0 license, the terms of this paragraph
+shall govern.
+
+By downloading or using any of this material or data, you agree that the Project makes no
+representations or warranties in respect of the data, and shall have no liability in respect thereof. These
+disclaimers and limitations are in addition to any disclaimers and limitations set forth in the CC-BY-4.0
+license itself. You understand that the project is only able to make available the materials and data
+pursuant to these disclaimers and limitations, and without such disclaimers and limitations the project
+would not be able to make available the materials and data for your use.
\ No newline at end of file
diff --git a/README.md b/README.md
new file mode 100644
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--- /dev/null
+++ b/README.md
@@ -0,0 +1,160 @@
+---
+license: cc-by-4.0
+size_categories:
+  - 1M<n<10M
+configs:
+  - config_name: pre
+    data_files:
+      - pre/*/*.arrow
+  - config_name: raw
+    data_files:
+      - raw/*/*.arrow
+  - config_name: GK
+    data_files:
+      - pre/geekonomy/*.arrow
+      - raw/geekonomy/*.arrow
+  - config_name: GK_pre
+    data_files: pre/geekonomy/*.arrow
+  - config_name: GK_raw
+    data_files: raw/geekonomy/*.arrow
+  - config_name: OH
+    data_files:
+      - pre/osim-history/*.arrow
+      - raw/osim-history/*.arrow
+  - config_name: OH_pre
+    data_files: pre/osim-history/*.arrow
+  - config_name: OH_raw
+    data_files: raw/osim-history/*.arrow
+  - config_name: DK
+    data_files:
+      - pre/dor/*.arrow
+      - raw/dor/*.arrow
+  - config_name: DK_pre
+    data_files: pre/dor/*.arrow
+  - config_name: DK_raw
+    data_files: raw/dor/*.arrow
+  - config_name: YO
+    data_files:
+      - pre/Yo_the_podcast/*.arrow
+      - raw/Yo_the_podcast/*.arrow
+  - config_name: YO_pre
+    data_files: pre/Yo_the_podcast/*.arrow
+  - config_name: YO_raw
+    data_files: raw/Yo_the_podcast/*.arrow
+  - config_name: YV
+    data_files:
+      - pre/Yad_vashem/*.arrow
+      - raw/Yad_vashem/*.arrow
+  - config_name: YV_pre
+    data_files: pre/Yad_vashem/*.arrow
+  - config_name: YV_raw
+    data_files: raw/Yad_vashem/*.arrow
+
+---
+
+# HebDB
+
+ **Paper:** https://arxiv.org/abs/???
+
+If you use our datasets,  please use the following:
+
+
+```
+@cite{
+    Soon
+}
+  
+```
+
+
+
+### Dataset Summary
+
+A weakly supervised dataset for spoken language processing in the Hebrew language. HEBDB offers roughly 2500 hours of natural and spontaneous speech recordings in the Hebrew language, consisting of a large variety of speakers and topics. We provide raw recordings together with a pre-processed, weakly supervised, and filtered version. The goal of HEBDB is to further enhance research and development of spoken language processing tools for the Hebrew language.
+
+Data variants are: `pre`, `raw`. Note variants share the same columns to ease the usage of dataset subsets but `raw` only use the columns: `fname`, `audio` and `is_raw`.
+
+#### How do I download this?
+
+##### Using 🤗 Datasets
+
+```python
+from datasets import load_dataset
+
+# pre only
+hebdb_pre = load_dataset("SLPRL-HUJI/HebDB", "pre")
+
+# raw only
+hebdb_raw = load_dataset("SLPRL-HUJI/HebDB", "raw")
+
+# One specific source(see code list below), both raw and pre
+geekonomy = load_dataset("SLPRL-HUJI/HebDB", "GK")
+
+# One specific source, both raw and pre
+geekonomy_pre = load_dataset("SLPRL-HUJI/HebDB", "GK_pre")
+```
+
+To avoid downloading the entire dataset you can load it in streaming mode using `streaming=True`, for example:
+
+```python
+hebdb_pre = load_dataset("SLPRL-HUJI/HebDB", "pre", streaming=True)
+```
+
+You can also load and mix:
+
+```python
+from datasets import concatenate_datasets, load_dataset
+
+geekonomy = load_dataset("SLPRL-HUJI/HebDB", "GK_pre")
+osim_history = load_dataset("SLPRL-HUJI/HebDB", "OH_pre")
+
+# Concatenate both datasets
+concatenated = concatenate_datasets([geekonomy, osim_history])
+
+```
+
+### Sources
+
+The 6 available sources are reported in the table below.
+
+| code  | name        				|
+|:------|:--------------------------|
+| GK	| Geekonomy					|
+| OH	| Osim   History			|
+| DK	| The Dor Kahn Experience	|
+| YO	| Yo! The podcast			|
+| GQ	| Good Question				|
+| YV	| Yad vashem				|
+
+
+
+### Data Fields
+
+The data have several fields:
+- `fname`:  file name
+- `audio`:
+	- `array`:  array of audio samples
+	- `sample_rate`:  audio sampling rate
+	- `path`: path to the audio file saved location
+- `is_raw`: Flag for raw/preprocessed
+- `raw`:
+    - `fname`: origin raw file name
+    - `start_sec`: start time mark in seconds   
+    - `end_sec`: end time mark in seconds
+- `source`: Source name
+- `n_samples`: Number of samples
+- `text`: Transcription
+- `normalized_text`: Normalized transcription (details in paper)
+- `score`: Transcription quality score obtained by forced aligner (details in paper)
+
+
+
+### Licensing Information
+
+Data is licensed under the terms of the Creative Commons Attribution 4.0 
+International License (CC BY 4.0), The full text of the CC-BY 4.0 license is available at
+https://creativecommons.org/licenses/by/4.0/.
+
+### Acknowledgements
+
+This research work was supported by the Israel Innovation Authority, grant number 78563.
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