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README.md

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+---
+pretty_name: Tarteel AI - EveryAyah Dataset
+dataset_info:
+  features:
+  - name: audio
+    dtype: audio
+  - name: duration
+    dtype: float64
+  - name: text
+    dtype: string
+  - name: reciter
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 262627688145.3
+    num_examples: 187785
+  - name: test
+    num_bytes: 25156009734.72
+    num_examples: 23473
+  - name: validation
+    num_bytes: 23426886730.218
+    num_examples: 23474
+  download_size: 117190597305
+  dataset_size: 311210584610.23804
+annotations_creators:
+- expert-generated
+language_creators:
+- crowdsourced
+language:
+- ar
+license:
+- mit
+multilinguality:
+- monolingual
+paperswithcode_id: tarteel-everyayah
+size_categories:
+- 100K<n<1M
+source_datasets:
+- original
+task_categories:
+- automatic-speech-recognition
+task_ids: []
+train-eval-index:
+- config: clean
+  task: automatic-speech-recognition
+  task_id: speech_recognition
+  splits:
+    train_split: train
+    eval_split: test
+    validation_split: validation
+  col_mapping:
+    audio: audio
+    text: text
+    reciter: text
+  metrics:
+  - type: wer
+    name: WER
+  - type: cer
+    name: CER
+---
+
+﷽
+
+# Dataset Card for Tarteel AI's EveryAyah Dataset
+
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits](#data-splits)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+  - [Contributions](#contributions)
+
+## Dataset Description
+
+- **Homepage:** [Tarteel AI](https://www.tarteel.ai/)
+- **Repository:** [Needs More Information]
+- **Point of Contact:** [Mohamed Saad Ibn Seddik](mailto:ms.ibnseddik@tarteel.ai)
+
+### Dataset Summary
+
+This dataset is a collection of Quranic verses and their transcriptions, with diacritization, by different reciters.
+
+### Supported Tasks and Leaderboards
+
+[Needs More Information]
+
+### Languages
+
+The audio is in Arabic.
+
+## Dataset Structure
+
+### Data Instances
+
+A typical data point comprises the audio file `audio`, and its transcription called `text`.
+The `duration` is in seconds, and the author is `reciter`.
+
+An example from the dataset is:
+```
+{
+  'audio': {
+    'path': None,
+    'array': array([ 0.        ,  0.        ,  0.        , ..., -0.00057983,
+       -0.00085449, -0.00061035]),
+    'sampling_rate': 16000
+  },
+  'duration': 6.478375,
+  'text': 'بِسْمِ اللَّهِ الرَّحْمَنِ الرَّحِيمِ',
+  'reciter': 'abdulsamad'
+}
+```
+
+### Data Fields
+
+- audio: A dictionary containing the path to the downloaded audio file, the decoded audio array, and the sampling rate. Note that when accessing the audio column: `dataset[0]["audio"]` the audio file is automatically decoded and resampled to `dataset.features["audio"].sampling_rate`. Decoding and resampling of a large number of audio files might take a significant amount of time. Thus it is important to first query the sample index before the `"audio"` column, *i.e.* `dataset[0]["audio"]` should **always** be preferred over `dataset["audio"][0]`.
+
+- text: The transcription of the audio file.
+
+- duration: The duration of the audio file. 
+
+- reciter: The reciter of the verses. 
+
+### Data Splits
+
+|       | Train | Test | Validation |
+| ----- | ----- | ---- | ---------- |
+| dataset | 187785 | 23473 | 23474 |
+
+
+
+## Dataset Creation
+
+### Curation Rationale
+
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+
+#### Who are the source language producers?
+
+
+### Annotations
+
+#### Annotation process
+
+
+#### Who are the annotators?
+
+
+
+### Personal and Sensitive Information
+
+
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[More Information Needed]
+
+### Discussion of Biases
+
+[More Information Needed]
+
+### Other Known Limitations
+
+[Needs More Information]
+
+## Additional Information
+
+### Dataset Curators
+
+
+
+### Licensing Information
+
+[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)
+
+### Citation Information
+
+```
+```
+
+### Contributions
+
+This dataset was created by: